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CourseClub NET Udacity Learn all the essentials for AI programming with Python v2

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[CourseClub.NET] Udacity - Learn all the essentials for AI programming with Python v2.0.0

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2.7 GB

Total Files

2572

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A45468DD00155113F45550F5E6EB9912389B2E84

/Part 01-Module 01-Lesson 01_Welcome to the Program/

01. Welcome to Our Free Preview.html

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02. AI Programming with Python.html

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02. AIPND Intro FINAL-CeXA-uzNFp4.mp4

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03. AIPND Instructors FINAL V5-h0_y3eb_3m4.en.vtt

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03. AIPND Instructors FINAL V5-h0_y3eb_3m4.mp4

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03. AIPND Instructors FINAL V5-h0_y3eb_3m4.pt-BR.vtt

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03. AIPND Instructors FINAL V5-h0_y3eb_3m4.zh-CN.vtt

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03. Meet Your Instructors.html

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04. Udacity Support.html

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05. School of AI Team.html

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index.html

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/img/

screen-shot-2018-08-29-at-2.23.37-pm.png

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/Part 01-Module 02-Lesson 01_Programming with Python/

01. L1 01 المقدمة V3-yyNtiUyI5Tw.ar.vtt

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01. L1 01 المقدمة V3-yyNtiUyI5Tw.en.vtt

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01. L1 01 المقدمة V3-yyNtiUyI5Tw.mp4

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01. L1 01 المقدمة V3-yyNtiUyI5Tw.zh-CN.vtt

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01. Welcome to the Python Course!.html

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02. L1 03 البرمجة باستخدام لغة Python V4-O1cTNYAjeeg.ar.vtt

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02. L1 03 البرمجة باستخدام لغة Python V4-O1cTNYAjeeg.en.vtt

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02. L1 03 البرمجة باستخدام لغة Python V4-O1cTNYAjeeg.mp4

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02. L1 03 البرمجة باستخدام لغة Python V4-O1cTNYAjeeg.pt-BR.vtt

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02. L1 03 البرمجة باستخدام لغة Python V4-O1cTNYAjeeg.zh-CN.vtt

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02. Programming in Python.html

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03. Course Overview.html

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03. L1 02 استعراض البرنامج التدريبي V4-vFxXSIV5cHM.ar.vtt

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03. L1 02 استعراض البرنامج التدريبي V4-vFxXSIV5cHM.en.vtt

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03. L1 02 استعراض البرنامج التدريبي V4-vFxXSIV5cHM.mp4

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03. L1 02 استعراض البرنامج التدريبي V4-vFxXSIV5cHM.pt-BR.vtt

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03. L1 02 استعراض البرنامج التدريبي V4-vFxXSIV5cHM.zh-CN.vtt

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04. Arithmetic Operators-M8TIOK2P2yw.ar.vtt

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04. Arithmetic Operators-M8TIOK2P2yw.en.vtt

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04. Arithmetic Operators-M8TIOK2P2yw.mp4

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04. Arithmetic Operators-M8TIOK2P2yw.pt-BR.vtt

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04. Arithmetic Operators-M8TIOK2P2yw.zh-CN.vtt

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04. Arithmetic Operators.html

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05. Integers and Floats.html

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05. Números inteiros e floats-MiJ1vfWp-Ts.ar.vtt

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05. Números inteiros e floats-MiJ1vfWp-Ts.en.vtt

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05. Números inteiros e floats-MiJ1vfWp-Ts.mp4

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05. Números inteiros e floats-MiJ1vfWp-Ts.pt-BR.vtt

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05. Números inteiros e floats-MiJ1vfWp-Ts.zh-CN.vtt

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05. Whitespace-UxkIwcOczQQ.ar.vtt

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05. Whitespace-UxkIwcOczQQ.en.vtt

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05. Whitespace-UxkIwcOczQQ.mp4

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05. Whitespace-UxkIwcOczQQ.pt-BR.vtt

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05. Whitespace-UxkIwcOczQQ.zh-CN.vtt

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index.html

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/Part 01-Module 03-Lesson 01_Fun With Linear Algebra/

01. Introduction.html

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02. Essence Of Linear Algebra Intro -EHcxDZpeGFg.en.vtt

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02. Essence Of Linear Algebra Intro -EHcxDZpeGFg.mp4

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02. Essence Of Linear Algebra Intro -EHcxDZpeGFg.pt-BR.vtt

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02. Essence Of Linear Algebra Intro -EHcxDZpeGFg.zh-CN.vtt

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02. Essence of Linear Algebra.html

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03. Vectors 1-oPBz-MLVUHk.en.vtt

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03. Vectors 1-oPBz-MLVUHk.mp4

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03. Vectors 1-oPBz-MLVUHk.pt-BR.vtt

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03. Vectors 1-oPBz-MLVUHk.zh-CN.vtt

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03. What's a Vector.html

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04. AIPND-Preview - Linear Algebra Lab -Jupyter Notebook How-to -P8ZMzlDrYOw.en.vtt

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04. AIPND-Preview - Linear Algebra Lab -Jupyter Notebook How-to -P8ZMzlDrYOw.mp4

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04. Lab Introduction.html

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05. Vectors Lab.html

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06. AIPND Linear Algebra Vectors Lab Solution1 v1-xk-JNxMzlsQ.en.vtt

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06. AIPND Linear Algebra Vectors Lab Solution1 v1-xk-JNxMzlsQ.mp4

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06. AIPND Linear Algebra Vectors Lab Solution1 v1-xk-JNxMzlsQ.pt-BR.vtt

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06. AIPND Linear Algebra Vectors Lab Solution1 v1-xk-JNxMzlsQ.zh-CN.vtt

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06. AIPND Linear Algebra Vectors Lab Solution2 v1-UJGRYNl2ZFo.en.vtt

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06. AIPND Linear Algebra Vectors Lab Solution2 v1-UJGRYNl2ZFo.mp4

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06. AIPND Linear Algebra Vectors Lab Solution2 v1-UJGRYNl2ZFo.pt-BR.vtt

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06. AIPND Linear Algebra Vectors Lab Solution2 v1-UJGRYNl2ZFo.zh-CN.vtt

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06. Vectors Lab Solution.html

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index.html

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/Part 01-Module 04-Lesson 01_Neural Networks/

01. Introduction-tn-CrUTkCUc.en.vtt

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01. Introduction-tn-CrUTkCUc.mp4

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01. Introduction-tn-CrUTkCUc.pt-BR.vtt

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01. Introduction-tn-CrUTkCUc.zh-CN.vtt

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01. Introduction.html

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02. Classification Problems 1.html

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02. Classsification Example-Dh625piH7Z0.en.vtt

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02. Classsification Example-Dh625piH7Z0.mp4

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02. Classsification Example-Dh625piH7Z0.pt-BR.vtt

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03. Classification Example-46PywnGa_cQ.en.vtt

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03. Classification Example-46PywnGa_cQ.mp4

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03. Classification Example-46PywnGa_cQ.pt-BR.vtt

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03. Classification Example-46PywnGa_cQ.zh-CN.vtt

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03. Classification Problems 2.html

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04. Why Neural Networks-zAkzOZntK6Y.en.vtt

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04. Why Neural Networks-zAkzOZntK6Y.mp4

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04. Why Neural Networks-zAkzOZntK6Y.pt-BR.vtt

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04. Why Neural Networks-zAkzOZntK6Y.zh-CN.vtt

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04. Why Neural Networks.html

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05. Error Functions-YfUUunxWIJw.en.vtt

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05. Error Functions-YfUUunxWIJw.mp4

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05. Error Functions-YfUUunxWIJw.pt-BR.vtt

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05. Error Functions.html

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06. Error Functions-jfKShxGAbok.en.vtt

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06. Error Functions-jfKShxGAbok.mp4

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06. Error Functions-jfKShxGAbok.pt-BR.vtt

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06. Error Functions-jfKShxGAbok.zh-CN.vtt

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06. Log-loss Error Function.html

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07. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt

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07. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4

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07. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt

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07. Combinando modelos-Boy3zHVrWB4.en.vtt

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07. Combinando modelos-Boy3zHVrWB4.mp4

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07. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt

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07. Layers-pg99FkXYK0M.en.vtt

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07. Layers-pg99FkXYK0M.mp4

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07. Layers-pg99FkXYK0M.pt-BR.vtt

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07. Layers-pg99FkXYK0M.zh-CN.vtt

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07. Multiclass Classification-uNTtvxwfox0.en.vtt

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07. Multiclass Classification-uNTtvxwfox0.mp4

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07. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt

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07. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt

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07. Neural Network Architecture.html

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index.html

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/img/

student-quiz.png

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/Part 01-Module 05-Lesson 01_Ready to Level Up with AI/

01. Ready to Level Up with AI.html

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index.html

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/img/

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/Part 02-Module 01-Lesson 01_Welcome to AI Programming/

01. AIPND Intro FINAL-CeXA-uzNFp4.mp4

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01. Welcome to the AI Programming with Python Nanodegree Program.html

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02. AIPND Instructors FINAL V5-h0_y3eb_3m4.en.vtt

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02. AIPND Instructors FINAL V5-h0_y3eb_3m4.mp4

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02. AIPND Instructors FINAL V5-h0_y3eb_3m4.pt-BR.vtt

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02. AIPND Instructors FINAL V5-h0_y3eb_3m4.zh-CN.vtt

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02. Meet Your Instructors.html

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03. Community Guidelines.html

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index.html

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/Part 02-Module 01-Lesson 02_Get Help from Peers and Mentors/

01. What It Takes.html

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02. Reviews.html

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03. Knowledge.html

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04. Student Hub.html

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index.html

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/img/

image4.png

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image8.png

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/Part 02-Module 01-Lesson 03_Get Help with Your Account/

01. FAQ.html

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02. Support.html

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index.html

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/img/

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/Part 03-Module 01-Lesson 01_Why Python Programming/

01. Instructor.html

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02. L1 01 Intro V3-yyNtiUyI5Tw.ar.vtt

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02. L1 01 Intro V3-yyNtiUyI5Tw.en.vtt

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02. L1 01 Intro V3-yyNtiUyI5Tw.mp4

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02. L1 01 Intro V3-yyNtiUyI5Tw.zh-CN.vtt

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02. Welcome to the Course!.html

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03. L1 03 Programming In Python V4-O1cTNYAjeeg.ar.vtt

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03. L1 03 Programming In Python V4-O1cTNYAjeeg.en.vtt

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03. L1 03 Programming In Python V4-O1cTNYAjeeg.mp4

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03. L1 03 Programming In Python V4-O1cTNYAjeeg.zh-CN.vtt

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03. Programming in Python.html

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04. Course Overview.html

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04. L1 02 Course Overview V4-vFxXSIV5cHM.ar.vtt

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04. L1 02 Course Overview V4-vFxXSIV5cHM.en.vtt

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04. L1 02 Course Overview V4-vFxXSIV5cHM.mp4

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index.html

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/img/

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/Part 03-Module 01-Lesson 02_Data Types and Operators/

01. Introduction-4F7SC0C6tfQ.ar.vtt

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01. Introduction-4F7SC0C6tfQ.en.vtt

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01. Introduction-4F7SC0C6tfQ.mp4

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01. Introduction-4F7SC0C6tfQ.pt-BR.vtt

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01. Introduction-4F7SC0C6tfQ.zh-CN.vtt

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01. Introduction.html

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02. Arithmetic Operators-M8TIOK2P2yw.ar.vtt

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02. Arithmetic Operators-M8TIOK2P2yw.en.vtt

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02. Arithmetic Operators-M8TIOK2P2yw.mp4

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02. Arithmetic Operators-M8TIOK2P2yw.pt-BR.vtt

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02. Arithmetic Operators-M8TIOK2P2yw.zh-CN.vtt

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02. Arithmetic Operators.html

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03. Quiz Arithmetic Operators.html

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04. Solution Arithmetic Operators.html

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05. Assignment Operators-p_qfzL-x3Cs.ar.vtt

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05. L2 04b Variables II V3-4IJqbP8vi6A.ar.vtt

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05. L2 04b Variables II V3-4IJqbP8vi6A.mp4

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05. Variables and Assignment Operators.html

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05. Variables-7pxpUot4x0w.ar.vtt

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05. Variables-7pxpUot4x0w.mp4

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06. Quiz Variables and Assignment Operators.html

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07. Solution Variables and Assignment Operators.html

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08. Integers and Floats.html

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08. Números inteiros e floats-MiJ1vfWp-Ts.ar.vtt

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08. Números inteiros e floats-MiJ1vfWp-Ts.en.vtt

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08. Números inteiros e floats-MiJ1vfWp-Ts.mp4

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08. Whitespace-UxkIwcOczQQ.ar.vtt

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08. Whitespace-UxkIwcOczQQ.en.vtt

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08. Whitespace-UxkIwcOczQQ.mp4

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08. Whitespace-UxkIwcOczQQ.pt-BR.vtt

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08. Whitespace-UxkIwcOczQQ.zh-CN.vtt

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09. Quiz Integers and Floats.html

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10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.ar.vtt

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10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.en.vtt

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10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.mp4

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10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.zh-CN.vtt

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10. Booleans, Comparison Operators, and Logical Operators.html

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11. Quiz Booleans, Comparison Operators, and Logical Operators.html

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12. Solution Booleans, Comparison and Logical Operators.html

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13. Strings.html

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14. Quiz Strings.html

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15. Solution Strings.html

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16. Type Type Conversion-yN6Fam_vZrU.ar.vtt

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16. Type Type Conversion-yN6Fam_vZrU.zh-CN.vtt

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16. Type and Type Conversion.html

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17. Quiz Type and Type Conversion.html

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18. Solution Type and Type Conversion.html

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19. String Methods-Bv7CAxVOONs.ar.vtt

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19. String Methods-Bv7CAxVOONs.mp4

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19. String Methods.html

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21. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.mp4

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21. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.mp4

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21. Lists and Membership Operators.html

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22. Quiz Lists and Membership Operators.html

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23. Solution List and Membership Operators.html

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24. L2 05 Lists Methods V1-WXkPm4rv6ng.en.vtt

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24. L2 06 Lists Methods V1-tz2Ja1Eaeqo.en.vtt

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24. L2 06 Lists Methods V1-tz2Ja1Eaeqo.zh-CN.vtt

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24. List Methods.html

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25. Quiz List Methods.html

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26. L2 04 Tuples V3-33xN-AbTMoc.mp4

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26. Tuples.html

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27. Quiz Tuples.html

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28. L2 03 Sets V2-eIHNFgTFfnA.en.vtt

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28. L2 03 Sets V2-eIHNFgTFfnA.mp4

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28. Sets.html

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29. Quiz Sets.html

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30. Dictionaries and Identity Operators.html

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30. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.en.vtt

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30. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.pt-BR.vtt

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30. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.zh-CN.vtt

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31. Quiz Dictionaries and Identity Operators.html

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32. Solution Dictionaries and Identity Operators.html

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33. Quiz More With Dictionaries.html

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34. Compound Data Structures.html

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34. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.en.vtt

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34. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.mp4

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34. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.pt-BR.vtt

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34. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.zh-CN.vtt

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35. Quiz Compound Data Structures.html

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36. Solution Compound Data Structions.html

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37. Conclusion-LLEZadlXM8A.ar.vtt

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37. Conclusion-LLEZadlXM8A.en.vtt

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37. Conclusion-LLEZadlXM8A.mp4

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37. Conclusion-LLEZadlXM8A.pt-BR.vtt

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37. Conclusion-LLEZadlXM8A.zh-CN.vtt

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37. Conclusion.html

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38. Summary.html

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index.html

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/img/

screen-shot-2018-01-30-at-4.39.42-pm.png

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/Part 03-Module 01-Lesson 03_Control Flow/

01. Introduction-eUrvACMMJ5w.ar.vtt

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01. Introduction-eUrvACMMJ5w.en.vtt

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01. Introduction-eUrvACMMJ5w.mp4

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01. Introduction-eUrvACMMJ5w.pt-BR.vtt

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01. Introduction-eUrvACMMJ5w.zh-CN.vtt

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01. Introduction.html

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02. Conditional Statements.html

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02. If Elif and Else-KZubH5XT0eU.ar.vtt

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02. If Elif and Else-KZubH5XT0eU.en.vtt

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02. If Elif and Else-KZubH5XT0eU.mp4

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02. If Elif and Else-KZubH5XT0eU.pt-BR.vtt

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02. If Elif and Else-KZubH5XT0eU.zh-CN.vtt

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02. If Statements-jWiIUMrwPqA.ar.vtt

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02. If Statements-jWiIUMrwPqA.en.vtt

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02. If Statements-jWiIUMrwPqA.mp4

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02. If Statements-jWiIUMrwPqA.pt-BR.vtt

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02. If Statements-jWiIUMrwPqA.zh-CN.vtt

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02. Indentation-G8qUNOTHtrM.ar.vtt

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02. Indentation-G8qUNOTHtrM.mp4

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02. Indentation-G8qUNOTHtrM.pt-BR.vtt

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02. Indentation-G8qUNOTHtrM.zh-CN.vtt

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03. Practice Conditional Statements.html

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04. Solution Conditional Statements.html

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05. Quiz Conditional Statements.html

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06. Solution Conditional Statements.html

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07. Boolean Expressions for Conditions.html

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07. Complex Boolean Expressions-gWmIKWgzFqI.ar.vtt

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07. Complex Boolean Expressions-gWmIKWgzFqI.mp4

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07. Complex Boolean Expressions-gWmIKWgzFqI.pt-BR.vtt

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07. Complex Boolean Expressions-gWmIKWgzFqI.zh-CN.vtt

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07. Good And Bad Examples-95oLh3WtdhY.ar.vtt

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07. Good And Bad Examples-95oLh3WtdhY.mp4

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07. Good And Bad Examples-95oLh3WtdhY.pt-BR.vtt

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07. Good And Bad Examples-95oLh3WtdhY.zh-CN.vtt

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07. Truth Value Testing-e52uw7ejV8k.ar.vtt

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07. Truth Value Testing-e52uw7ejV8k.en.vtt

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07. Truth Value Testing-e52uw7ejV8k.mp4

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07. Truth Value Testing-e52uw7ejV8k.pt-BR.vtt

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07. Truth Value Testing-e52uw7ejV8k.zh-CN.vtt

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08. Quiz Boolean Expressions for Conditions.html

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09. Solution Boolean Expressions for Conditions.html

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10. For Loops-UtX0PXSUCdY.ar.vtt

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10. For Loops-UtX0PXSUCdY.en.vtt

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10. For Loops-UtX0PXSUCdY.mp4

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10. For Loops-UtX0PXSUCdY.pt-BR.vtt

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10. For Loops-UtX0PXSUCdY.zh-CN.vtt

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10. For Loops.html

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11. Practice For Loops.html

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12. Solution For Loops Practice.html

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13. Quiz For Loops.html

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14. Solution For Loops Quiz.html

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15. Quiz Match Inputs To Outputs.html

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16. Iterating Through Dictionaries with For Loops.html

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17. Quiz Iterating Through Dictionaries.html

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18. Solution Iterating Through Dictionaries.html

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19. L3 08 While Loops V3-7Sf5tcPlKQw.en.vtt

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19. L3 08 While Loops V3-7Sf5tcPlKQw.mp4

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19. L3 08 While Loops V3-7Sf5tcPlKQw.pt-BR.vtt

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19. L3 08 While Loops V3-7Sf5tcPlKQw.zh-CN.vtt

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19. While Loops.html

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20. Practice While Loops.html

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21. Solution While Loops Practice.html

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22. Quiz While Loops.html

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23. Solution While Loops Quiz.html

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24. Break and Continue-F6qJAv9ts9Y.ar.vtt

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24. Break and Continue-F6qJAv9ts9Y.mp4

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24. Break and Continue-F6qJAv9ts9Y.pt-BR.vtt

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24. Break and Continue-F6qJAv9ts9Y.zh-CN.vtt

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24. Break, Continue.html

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25. Quiz Break, Continue.html

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26. Solution Break, Continue.html

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27. Zip and Enumerate-bSJPzVArE7M.ar.vtt

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27. Zip and Enumerate-bSJPzVArE7M.en.vtt

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27. Zip and Enumerate-bSJPzVArE7M.mp4

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27. Zip and Enumerate-bSJPzVArE7M.pt-BR.vtt

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27. Zip and Enumerate-bSJPzVArE7M.zh-CN.vtt

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27. Zip and Enumerate.html

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28. Quiz Zip and Enumerate.html

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29. Solution Zip and Enumerate.html

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30. List Comprehensions-6qxo-NV9v_s.ar.vtt

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30. List Comprehensions-6qxo-NV9v_s.en.vtt

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30. List Comprehensions-6qxo-NV9v_s.mp4

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30. List Comprehensions-6qxo-NV9v_s.pt-BR.vtt

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30. List Comprehensions-6qxo-NV9v_s.zh-CN.vtt

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30. List Comprehensions.html

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31. Quiz List Comprehensions.html

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32. Solution List Comprehensions.html

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33. Conclusion.html

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33. Congrats!-vDoqpwCHxs4.ar.vtt

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33. Congrats!-vDoqpwCHxs4.en.vtt

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33. Congrats!-vDoqpwCHxs4.mp4

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33. Congrats!-vDoqpwCHxs4.pt-BR.vtt

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33. Congrats!-vDoqpwCHxs4.zh-CN.vtt

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index.html

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/Part 03-Module 01-Lesson 04_Functions/

01. Introduction-p5L4rTV1Pgk.ar.vtt

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01. Introduction-p5L4rTV1Pgk.en.vtt

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01. Introduction-p5L4rTV1Pgk.mp4

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01. Introduction-p5L4rTV1Pgk.pt-BR.vtt

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01. Introduction-p5L4rTV1Pgk.zh-CN.vtt

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01. Introduction.html

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02. Default Arguments-cG6UfBZX2KI.ar.vtt

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02. Default Arguments-cG6UfBZX2KI.en.vtt

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02. Default Arguments-cG6UfBZX2KI.mp4

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02. Default Arguments-cG6UfBZX2KI.pt-BR.vtt

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02. Default Arguments-cG6UfBZX2KI.zh-CN.vtt

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02. Defining Functions-IP_tJYhynbc.ar.vtt

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02. Defining Functions-IP_tJYhynbc.en.vtt

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02. Defining Functions-IP_tJYhynbc.mp4

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02. Defining Functions-IP_tJYhynbc.pt-BR.vtt

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02. Defining Functions-IP_tJYhynbc.zh-CN.vtt

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02. Defining Functions.html

16.6 KB

03. Quiz Defining Functions.html

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04. Solution Defining Functions.html

8.1 KB

05. Variable Scope-rYubQlAM-gw.ar.vtt

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05. Variable Scope-rYubQlAM-gw.en.vtt

1.3 KB

05. Variable Scope-rYubQlAM-gw.mp4

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05. Variable Scope-rYubQlAM-gw.pt-BR.vtt

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05. Variable Scope-rYubQlAM-gw.zh-CN.vtt

1.1 KB

05. Variable Scope.html

9.8 KB

06. Variable Scope.html

7.4 KB

07. Solution Variable Scope.html

7.6 KB

08. Documentation-_Vl9NJkA6JQ.ar.vtt

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08. Documentation-_Vl9NJkA6JQ.en.vtt

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08. Documentation-_Vl9NJkA6JQ.mp4

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08. Documentation-_Vl9NJkA6JQ.pt-BR.vtt

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08. Documentation-_Vl9NJkA6JQ.zh-CN.vtt

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08. Documentation.html

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09. Quiz Documentation.html

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10. Solution Documentation.html

7.5 KB

11. L4 08 Lambda Expressions V3-wkEmPz1peJM.en.vtt

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11. L4 08 Lambda Expressions V3-wkEmPz1peJM.mp4

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11. L4 08 Lambda Expressions V3-wkEmPz1peJM.pt-BR.vtt

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11. L4 08 Lambda Expressions V3-wkEmPz1peJM.zh-CN.vtt

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11. Lambda Expressions.html

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12. Quiz Lambda Expressions.html

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13. Solution Lambda Expressions.html

7.3 KB

14. Iterators And Generators-tYH8X4Zeh-0.ar.vtt

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14. Iterators And Generators-tYH8X4Zeh-0.en.vtt

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14. Iterators And Generators-tYH8X4Zeh-0.mp4

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14. Iterators And Generators-tYH8X4Zeh-0.pt-BR.vtt

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14. Iterators And Generators-tYH8X4Zeh-0.zh-CN.vtt

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14. [Optional] Iterators and Generators.html

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15. [Optional] Quiz Iterators and Generators.html

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16. [Optional] Solution Iterators and Generators.html

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17. [Optional] Generator Expressions.html

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18. Conclusion-QRnLr7pwHyk.ar.vtt

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18. Conclusion-QRnLr7pwHyk.en.vtt

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18. Conclusion-QRnLr7pwHyk.mp4

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18. Conclusion-QRnLr7pwHyk.pt-BR.vtt

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18. Conclusion-QRnLr7pwHyk.zh-CN.vtt

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18. Conclusion.html

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19. Further Learning.html

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index.html

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/Part 03-Module 01-Lesson 05_Scripting/

01. Introduction.html

8.5 KB

01. Scripting-Qxe_gCiXUDg.ar.vtt

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01. Scripting-Qxe_gCiXUDg.en.vtt

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01. Scripting-Qxe_gCiXUDg.mp4

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01. Scripting-Qxe_gCiXUDg.pt-BR.vtt

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01. Scripting-Qxe_gCiXUDg.zh-CN.vtt

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02. Python Installation-2_P05aYChqQ.ar.vtt

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02. Python Installation-2_P05aYChqQ.en.vtt

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02. Python Installation-2_P05aYChqQ.mp4

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02. Python Installation-2_P05aYChqQ.pt-BR.vtt

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02. Python Installation-2_P05aYChqQ.zh-CN.vtt

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02. Python Installation.html

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03. Install Python Using Anaconda.html

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04. [For Windows] Configuring Git Bash to Run Python.html

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05. Running A Python Script-vMKemwCderg.ar.vtt

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05. Running A Python Script-vMKemwCderg.en.vtt

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05. Running A Python Script-vMKemwCderg.mp4

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05. Running A Python Script-vMKemwCderg.pt-BR.vtt

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05. Running A Python Script-vMKemwCderg.zh-CN.vtt

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05. Running a Python Script.html

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06. Programming Environment Setup-EKxDnCK0NAk.ar.vtt

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06. Programming Environment Setup-EKxDnCK0NAk.en.vtt

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06. Programming Environment Setup-EKxDnCK0NAk.mp4

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06. Programming Environment Setup-EKxDnCK0NAk.pt-BR.vtt

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06. Programming Environment Setup-EKxDnCK0NAk.zh-CN.vtt

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06. Programming Environment Setup.html

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07. Editing a Python Script.html

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08. Scripting With Raw Input-Fs9uLV2qfgI.ar.vtt

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08. Scripting With Raw Input-Fs9uLV2qfgI.en.vtt

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08. Scripting With Raw Input-Fs9uLV2qfgI.mp4

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08. Scripting With Raw Input-Fs9uLV2qfgI.pt-BR.vtt

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08. Scripting With Raw Input-Fs9uLV2qfgI.zh-CN.vtt

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08. Scripting with Raw Input.html

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09. Quiz Scripting with Raw Input.html

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10. Solution Scripting with Raw Input.html

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11. Errors And Exceptions-DmthSiy2d0U.ar.vtt

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11. Errors And Exceptions-DmthSiy2d0U.en.vtt

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11. Errors And Exceptions-DmthSiy2d0U.mp4

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11. Errors And Exceptions-DmthSiy2d0U.zh-CN.vtt

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11. Errors and Exceptions.html

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12. Errors and Exceptions.html

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13. Handling Error Specifying Exceptions-EHW5I7shdJg.ar.vtt

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13. Handling Error Specifying Exceptions-EHW5I7shdJg.mp4

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13. Handling Error Specifying Exceptions-EHW5I7shdJg.zh-CN.vtt

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13. Handling Errors Try Except Finally-S6hwBZG0KwM.ar.vtt

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13. Handling Errors Try Except Finally-S6hwBZG0KwM.en.vtt

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13. Handling Errors Try Except Finally-S6hwBZG0KwM.mp4

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13. Handling Errors Try Except Finally-S6hwBZG0KwM.pt-BR.vtt

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13. Handling Errors Try Except Finally-S6hwBZG0KwM.zh-CN.vtt

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13. Handling Errors.html

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14. Practice Handling Input Errors.html

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15. Solution Handling Input Errors.html

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16. Accessing Error Messages.html

8.6 KB

17. Reading And Writing Files Part II-1GRv1S6K8gQ.ar.vtt

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17. Reading And Writing Files Part II-1GRv1S6K8gQ.en.vtt

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17. Reading And Writing Files Part II-1GRv1S6K8gQ.mp4

6.2 MB

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17. Reading And Writing Files Part II-1GRv1S6K8gQ.zh-CN.vtt

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17. Reading And Writing Files Using With-OQ-Y0mMjm00.ar.vtt

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17. Reading And Writing Files Using With-OQ-Y0mMjm00.mp4

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17. Reading And Writing Files-w-ZG6DMkVi4.ar.vtt

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17. Reading And Writing Files-w-ZG6DMkVi4.mp4

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17. Reading And Writing Files-w-ZG6DMkVi4.pt-BR.vtt

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17. Reading and Writing Files.html

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18. Quiz Reading and Writing Files.html

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19. Solution Reading and Writing Files.html

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20. Importing Files-qjeSn6zZbR0.ar.vtt

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20. Importing Files-qjeSn6zZbR0.en.vtt

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20. Importing Files-qjeSn6zZbR0.mp4

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20. Importing Files-qjeSn6zZbR0.pt-BR.vtt

7.5 KB

20. Importing Files-qjeSn6zZbR0.zh-CN.vtt

6.3 KB

20. Importing Local Scripts.html

11.6 KB

21. Quiz The Standard Library.html

16.9 KB

22. Solution The Standard Library.html

8.1 KB

23. Techniques For Importing Modules Part II-aASigWQ_XU0.ar.vtt

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23. Techniques For Importing Modules Part II-aASigWQ_XU0.en.vtt

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23. Techniques For Importing Modules Part II-aASigWQ_XU0.mp4

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23. Techniques For Importing Modules Part II-aASigWQ_XU0.pt-BR.vtt

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23. Techniques For Importing Modules Part II-aASigWQ_XU0.zh-CN.vtt

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23. Techniques For Importing Modules-jPGyFgcIvsM.ar.vtt

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23. Techniques For Importing Modules-jPGyFgcIvsM.en.vtt

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23. Techniques For Importing Modules-jPGyFgcIvsM.mp4

5.6 MB

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23. Techniques For Importing Modules-jPGyFgcIvsM.zh-CN.vtt

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23. Techniques for Importing Modules.html

11.1 KB

24. Quiz Techniques for Importing Modules.html

10.8 KB

25. Third Party Libraries And Package Managers-epOze9gC6T4.ar.vtt

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25. Third Party Libraries And Package Managers-epOze9gC6T4.en.vtt

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25. Third Party Libraries And Package Managers-epOze9gC6T4.mp4

7.7 MB

25. Third Party Libraries And Package Managers-epOze9gC6T4.pt-BR.vtt

3.8 KB

25. Third Party Libraries And Package Managers-epOze9gC6T4.zh-CN.vtt

3.2 KB

25. Third-Party Libraries.html

13.1 KB

26. Experimenting With An Interpreter-hspPtnQwMPg.ar.vtt

5.2 KB

26. Experimenting With An Interpreter-hspPtnQwMPg.en.vtt

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26. Experimenting With An Interpreter-hspPtnQwMPg.mp4

5.9 MB

26. Experimenting With An Interpreter-hspPtnQwMPg.pt-BR.vtt

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26. Experimenting With An Interpreter-hspPtnQwMPg.zh-CN.vtt

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26. Experimenting with an Interpreter.html

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27. Online Resources.html

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28. Conclusion-rEMrswkLvh8.ar.vtt

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28. Conclusion-rEMrswkLvh8.en.vtt

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28. Conclusion-rEMrswkLvh8.mp4

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28. Conclusion-rEMrswkLvh8.pt-BR.vtt

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28. Conclusion-rEMrswkLvh8.zh-CN.vtt

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28. Conclusion.html

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index.html

6.1 KB

/img/

generate-messages-output.png

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step1-cd.png

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step2-pwd.png

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step3-path.png

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step4-alias.png

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step5-source.png

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step6-testrun.png

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/Part 03-Module 02-Lesson 01_Use a Pre-trained Image Classifier to Identify Dog Breeds/

01. Instructor.html

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02. Project Description.html

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03. Project Instructions.html

13.8 KB

04. Workspace How-to.html

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05. Timing Code.html

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06. Project Workspace - Timing.html

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07. Command Line Arguments.html

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08. Project Workspace - Command Line Arguments.html

8.3 KB

09. Mutable Data Types and Functions.html

9.9 KB

10. Creating Pet Image Labels.html

19.2 KB

11. Project Workspace - Pet Image Labels.html

8.3 KB

12. Classifying Images.html

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13. Project Workspace - Classifying Images.html

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14. Classifying Labels as Dogs.html

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15. Project Workspace - Adjusting Results.html

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16. Calculating Results.html

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17. Project Workspace - Calculating Results.html

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18. Printing Results.html

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19. Project Workspace - Printing Results.html

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20. Classify Uploaded Images.html

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21. Project Workspace - Classify Uploaded Images.html

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22. Final Results.html

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23. Project Workspace - Final Results.html

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index.html

6.1 KB

/img/

aipnd-intropythonlab-results.png

44.2 KB

screen-shot-2018-03-19-at-2.39.10-pm.png

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/Part 03-Module 03-Lesson 01_Intro to Object-Oriented Programming/

01. Introduction.html

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02. L3 02 Proced Vs OOP V1 V3-psXD_J8FnCQ.en.vtt

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02. L3 02 Proced Vs OOP V1 V3-psXD_J8FnCQ.mp4

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02. L3 02 Proced Vs OOP V1 V3-psXD_J8FnCQ.pt-BR.vtt

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02. Procedural vs. Object-Oriented Programming.html

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03. Class, Object, Method and Attribute.html

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03. L3 03 Class Obj Methods Attributes V1 1 V2-yvVMJt09HuA.en.vtt

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03. L3 03 Class Obj Methods Attributes V1 1 V2-yvVMJt09HuA.mp4

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03. L3 03 Class Obj Methods Attributes V1 1 V2-yvVMJt09HuA.pt-BR.vtt

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04. OOP Syntax.html

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04. Object Oriented Programming Syntax-Y8ZVw1LHI8E.en.vtt

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04. Object Oriented Programming Syntax-Y8ZVw1LHI8E.mp4

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04. Object Oriented Programming Syntax-Y8ZVw1LHI8E.pt-BR.vtt

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05. Exercise OOP Syntax Practice - Part 1.html

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index.html

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/img/

screen-shot-2018-07-19-at-4.05.25-pm.png

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screen-shot-2018-07-19-at-4.06.55-pm.png

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/Part 04-Module 01-Lesson 01_Anaconda/

01. Instructor.html

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02. Introduction.html

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02. Why Anaconda-VXukXZv7SCQ.ar.vtt

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02. Why Anaconda-VXukXZv7SCQ.en.vtt

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02. Why Anaconda-VXukXZv7SCQ.mp4

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02. Why Anaconda-VXukXZv7SCQ.pt-BR.vtt

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02. Why Anaconda-VXukXZv7SCQ.zh-CN.vtt

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03. What is Anaconda.html

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04. Installing Anaconda.html

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05. Managing packages.html

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06. Managing environments.html

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07. More environment actions.html

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08. Best practices.html

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09. On Python versions at Udacity.html

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index.html

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/img/

conda-create-env.png

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conda-env-export.png

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conda-install.png

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conda-search.png

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/media/

conda_default_install.mp4

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conda_enter.mp4

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conda_install.mp4

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/Part 04-Module 01-Lesson 02_Jupyter Notebooks/

01. Instructor.html

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02. Jupyter-qiYDWFLyXvg.ar.vtt

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02. Jupyter-qiYDWFLyXvg.en.vtt

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02. Jupyter-qiYDWFLyXvg.mp4

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02. Jupyter-qiYDWFLyXvg.pt-BR.vtt

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02. Jupyter-qiYDWFLyXvg.zh-CN.vtt

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02. What are Jupyter notebooks.html

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03. Installing Jupyter Notebook.html

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04. Launching the notebook server.html

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05. Notebook interface.html

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06. Code cells.html

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07. Markdown cells.html

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08. Keyboard shortcuts.html

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09. Magic keywords.html

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10. Converting notebooks.html

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11. Creating a slideshow.html

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12. Finishing up.html

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index.html

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/img/

conda-environments.png

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conda-tab.png

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magic-matplotlib.png

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magic-pdb.png

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magic-timeit.png

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magic-timeit2.png

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nbconvert-example.png

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notebook-components.png

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notebook-download.png

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notebook-shutdown.png

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server-shutdown.png

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/media/

Markdown+cells.mp4

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command+palette.mp4

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notebook+interface.mp4

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/Part 04-Module 01-Lesson 03_NumPy/

01. Instructors.html

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02. Introduction to NumPy.html

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03. NumPy 0 V1-vyjMs8KFHlE.en.vtt

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03. NumPy 0 V1-vyjMs8KFHlE.mp4

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03. NumPy 0 V1-vyjMs8KFHlE.pt-BR.vtt

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03. NumPy 0 V1-vyjMs8KFHlE.zh-CN.vtt

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03. Why Use NumPy.html

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04. Creating and Saving NumPy ndarrays.html

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04. NumPy 1 V1-EOHW29kDg7w.en.vtt

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04. NumPy 1 V1-EOHW29kDg7w.mp4

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05. NumPy 2 V1-KR3hHf9Zxxg.en.vtt

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05. NumPy 2 V1-KR3hHf9Zxxg.mp4

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05. Using Built-in Functions to Create ndarrays.html

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06. Create an ndarray.html

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07. Accessing, Deleting, and Inserting Elements Into ndarrays.html

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07. NumPy 3 V1-Rt4aydeo9F8.en.vtt

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08. NumPy 4 V1-jeU7lLgyMms.en.vtt

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08. Slicing ndarrays.html

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09. Boolean Indexing, Set Operations, and Sorting.html

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09. NumPy 5 V1-vGjI-WTnEbY.en.vtt

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09. NumPy 5 V1-vGjI-WTnEbY.mp4

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09. NumPy 5 V1-vGjI-WTnEbY.zh-CN.vtt

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10. Manipulating ndarrays.html

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11. Arithmetic operations and Broadcasting.html

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11. NumPy 6 V1-wtLRuGK0kW4.en.vtt

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11. NumPy 6 V1-wtLRuGK0kW4.mp4

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11. NumPy 6 V1-wtLRuGK0kW4.pt-BR.vtt

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11. NumPy 6 V1-wtLRuGK0kW4.zh-CN.vtt

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12. Creating ndarrays with Broadcasting.html

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13. Getting Set Up for the Mini-Project.html

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14. Mini-Project Mean Normalization and Data Separation.html

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index.html

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/img/

screen-shot-2018-03-19-at-2.30.59-pm.png

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/Part 04-Module 01-Lesson 04_Pandas/

01. Instructors.html

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02. Introduction to Pandas.html

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03. Why Use Pandas.html

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04. Creating Pandas Series.html

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04. Pandas 1 V1-iXnYN8cnhzs.en.vtt

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05. Accessing and Deleting Elements in Pandas Series.html

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06. Arithmetic Operations on Pandas Series.html

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07. Manipulate a Series.html

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08. Creating Pandas DataFrames.html

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09. Accessing Elements in Pandas DataFrames.html

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09. Pandas 5 V1-lClsJnZn_7w.zh-CN.vtt

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10. Dealing with NaN.html

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10. Pandas 6 V1-GS1kj04XQcM.en.vtt

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10. Pandas 6 V1-GS1kj04XQcM.zh-CN.vtt

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11. Manipulate a DataFrame.html

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12. Loading Data into a Pandas DataFrame.html

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12. Pandas 7 V1-ruTYp-twXO0.en.vtt

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12. Pandas 7 V1-ruTYp-twXO0.mp4

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12. Pandas 7 V1-ruTYp-twXO0.zh-CN.vtt

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13. Getting Set Up for the Mini-Project.html

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14. Mini-Project Statistics From Stock Data.html

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index.html

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/img/

screen-shot-2018-03-19-at-2.30.59-pm.png

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/Part 04-Module 01-Lesson 05_Matplotlib and Seaborn Part 1/

01. Instructor.html

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02. Why Learn Data Visualization.html

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03. L1 061 Visualization In Python V1-MFS-1veFC_c.mp4

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03. L1 061 Visualization In Python V1-MFS-1veFC_c.pt-BR.vtt

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03. Visualization in Python.html

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04. Introduction.html

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05. Tidy Data.html

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06. L2 031 Levels Of Measurement And Types Of Data V6-3Plhn5Q4xIA.mp4

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06. L2 031 Levels Of Measurement And Types Of Data V6-3Plhn5Q4xIA.pt-BR.vtt

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06. Levels of Measurement Types of Data.html

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07. Quiz Data Types (Quantitative vs. Categorical).html

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08. Text + Quiz Data Types (Ordinal vs. Nominal).html

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09. Data Types (Continuous vs. Discrete).html

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10. Bar Charts.html

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10. DataVis L3 03 V2-srRhFrSPdvs.en.vtt

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11. Absolute vs. Relative Frequency.html

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12. Counting Missing Data.html

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13. Bar Chart Practice.html

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14. L3 071 Pie Charts V3-kSrJGJHTKV8.en.vtt

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14. L3 071 Pie Charts V3-kSrJGJHTKV8.mp4

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14. Pie Charts.html

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15. DataVis L3 08 V2-f1we_0dUSXg.en.vtt

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15. Histograms.html

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18. Choosing a Plot for Discrete Data.html

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19. DataVis L3 11 V1-C8DGwJa_adA.en.vtt

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19. Descriptive Statistics, Outliers and Axis Limits.html

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20. L3 121 Scales And Transformations V3-PE53ga2bOME.en.vtt

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20. Scales and Transformations.html

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21. Scales and Transformations Practice.html

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22. L3 141 Lesson Summary V1-7ZaSMbsJUWU.en.vtt

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22. Lesson Summary.html

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23. Extra Kernel Density Estimation.html

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index.html

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/Part 04-Module 01-Lesson 06_Matplotlib and Seaborn Part 2/

01. Introduction.html

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02. Data Vis L4 C02 V1-wBDC5AmYgyg.en.vtt

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02. Scatterplots and Correlation.html

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04. Heat Maps.html

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11. Faceting.html

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12. L4 121 Adaptations Of Univariate Plots V3-MXcqplnUB0o.en.vtt

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13. L4 131 Line Plots V1-kSntEWPuOa0.en.vtt

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13. Line Plots.html

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14. Additional Plot Practice.html

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15. L4 151 Lesson Summary V1-5igqM44KEmw.en.vtt

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/Part 05-Module 01-Lesson 01_Introduction/

01. Our Goal .html

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02. Instructors.html

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03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.en.vtt

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03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.mp4

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03. Essence of Linear Algebra.html

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04. Structure of this lesson.html

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05. Working with Equations.html

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06. Try our workspace out!.html

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07. Try our workspace again!.html

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index.html

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/img/

cp1a9390.jpg

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grant.png

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/Part 05-Module 01-Lesson 02_Vectors/

01. Vectors 1-oPBz-MLVUHk.en.vtt

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01. What's a Vector.html

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02. Vectors, what even are they Part 2.html

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03. Vectors, what even are they Part 3.html

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04. Vectors- Mathematical definition .html

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05. Transpose.html

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06. Magnitude and Direction .html

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07. Vectors- Quiz 1.html

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08. Operations in the Field.html

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09. Vector Addition.html

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10. Vectors- Quiz 2.html

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11. Scalar by Vector Multiplication.html

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12. Vectors Quiz 3.html

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13. Vectors Quiz Answers.html

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index.html

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/Part 05-Module 01-Lesson 03_Linear Combination/

01. Linear Combination. Part 1.html

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01. Linear Combinations 1-fmal7UE7dEE.en.vtt

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01. Linear Combinations 1-fmal7UE7dEE.mp4

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02. Linear Combination. Part 2.html

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02. Linear Combinations 2-RsKJNDTb8nw.mp4

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03. Linear Combination and Span.html

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04. Linear Combination -Quiz 1.html

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05. Linear Dependency .html

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index.html

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/Part 05-Module 01-Lesson 04_Linear Transformation and Matrices/

01. What is a Matrix.html

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02. Matrix Addition.html

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03. Matrix Addition Quiz.html

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04. Scalar Multiplication of Matrix and Quiz.html

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05. Multiplication of a Square Matrices.html

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06. Square Matrix Multiplication Quiz.html

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07. Matrix Multiplication - General.html

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08. Matrix Multiplication Quiz.html

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09. Linear Transformation and Matrices . Part 1.html

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10. Linear Transformation and Matrices. Part 2.html

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11. Linear Transformation and Matrices. Part 3.html

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12. Linear Transformation Quiz Answers.html

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/Part 05-Module 02-Lesson 01_Vectors Lab/

01. Vectors Lab.html

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02. AIPND Linear Algebra Vectors Lab Solution1 v1-xk-JNxMzlsQ.en.vtt

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02. AIPND Linear Algebra Vectors Lab Solution1 v1-xk-JNxMzlsQ.mp4

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02. AIPND Linear Algebra Vectors Lab Solution1 v1-xk-JNxMzlsQ.pt-BR.vtt

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02. AIPND Linear Algebra Vectors Lab Solution1 v1-xk-JNxMzlsQ.zh-CN.vtt

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02. AIPND Linear Algebra Vectors Lab Solution2 v1-UJGRYNl2ZFo.en.vtt

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02. AIPND Linear Algebra Vectors Lab Solution2 v1-UJGRYNl2ZFo.mp4

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02. AIPND Linear Algebra Vectors Lab Solution2 v1-UJGRYNl2ZFo.pt-BR.vtt

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02. AIPND Linear Algebra Vectors Lab Solution2 v1-UJGRYNl2ZFo.zh-CN.vtt

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02. Vectors Lab Solution.html

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index.html

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/Part 05-Module 02-Lesson 02_Linear Combination Lab/

01. Linear Combination.html

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02. AIPND Linear Algebra Linear Combination Solution v2-eMYcAqnR8N4.en.vtt

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02. AIPND Linear Algebra Linear Combination Solution v2-eMYcAqnR8N4.mp4

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02. AIPND Linear Algebra Linear Combination Solution v2-eMYcAqnR8N4.pt-BR.vtt

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02. Linear Combination Lab Solution.html

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index.html

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/Part 05-Module 02-Lesson 03_Linear Mapping Lab/

01. Lab Description.html

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02. Visualizing Matrix Multiplication.html

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03. Matrix Multiplication Lab.html

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04. AIPND Linear Algebra Currency Conversion Problem v2-wmHk5cL5NJA.en.vtt

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04. AIPND Linear Algebra Currency Conversion Problem v2-wmHk5cL5NJA.mp4

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04. AIPND Linear Algebra Currency Conversion Problem v2-wmHk5cL5NJA.zh-CN.vtt

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04. AIPND Linear Algebra Matrix Multiplication v2-TavNlmrIuwI.en.vtt

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04. AIPND Linear Algebra Matrix Multiplication v2-TavNlmrIuwI.mp4

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04. AIPND Linear Algebra Matrix Multiplication v2-TavNlmrIuwI.pt-BR.vtt

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04. AIPND Linear Algebra Plotting a Transformed Vector v3-lmF-V8emukA.en.vtt

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04. AIPND Linear Algebra Plotting a Transformed Vector v3-lmF-V8emukA.mp4

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04. AIPND Linear Algebra Plotting a Transformed Vector v3-lmF-V8emukA.pt-BR.vtt

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04. AIPND Linear Algebra Plotting a Transformed Vector v3-lmF-V8emukA.zh-CN.vtt

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04. Linear Mapping Lab Solution.html

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index.html

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/Part 05-Module 02-Lesson 04_Linear Algebra in Neural Networks/

01. Instructor.html

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02. Brief Introduction .html

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03. Dolly Inside Head 1 -tyam5ZncjNw.en.vtt

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03. Dolly Inside Head 1 -tyam5ZncjNw.mp4

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03. What is a Neural Network.html

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04. How Are The Neurons Connected.html

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05. LinearAlgebra 05 RNN FFNN Reminder PAIND 82mp4 V1-SSgQRH-V-1k.en.vtt

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05. LinearAlgebra 05 RNN FFNN Reminder PAIND 82mp4 V1-SSgQRH-V-1k.mp4

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05. LinearAlgebra 05 RNN FFNN Reminder PAIND 82mp4 V1-SSgQRH-V-1k.pt-BR.vtt

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05. LinearAlgebra 05 RNN FFNN Reminder PAIND 82mp4 V1-SSgQRH-V-1k.zh-CN.vtt

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05. Putting The Pieces Together.html

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06. Linear Algebra 06 FeedForward A V7 PAIND83 V1-kQ6rNndcA1I.en.vtt

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06. Linear Algebra 06 FeedForward A V7 PAIND83 V1-kQ6rNndcA1I.mp4

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06. Linear Algebra 06 FeedForward A V7 PAIND83 V1-kQ6rNndcA1I.zh-CN.vtt

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06. The Feedforward Process- Finding h.html

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07. LinearAlgebra 07 FeedForward PAIND85 V3-pvF6jpS_-cU.en.vtt

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07. The Feedforward Process- Finding y.html

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/Part 06-Module 01-Lesson 01_Calculus/

01. Our Goal.html

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02. Instructor.html

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03. Chapter 1 Calculusss-ss3NSODhFJI.en.vtt

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03. Chapter 1 Calculusss-ss3NSODhFJI.mp4

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03. Introduction Video.html

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04. Chapter 2 Calculus-mzEit_Oe13E.en.vtt

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04. Chapter 2 Calculus-mzEit_Oe13E.mp4

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04. Derivatives.html

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05. Chapter 3 Calculus-mzllBDdtjIg.en.vtt

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05. Chapter 3 Calculus-mzllBDdtjIg.mp4

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05. Derivatives Through Geometry.html

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06. Chapter 4 Claculus--Ti33VDPA7s.en.vtt

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06. Chapter 4 Claculus--Ti33VDPA7s.mp4

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06. The Chain Rule.html

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07. Chapter 5 Calculus-QsEJGPVxsB8.en.vtt

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08. Implicit Differentiation.html

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10. Integrals.html

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12. The Taylor Series (optional).html

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index.html

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/Part 06-Module 02-Lesson 01_Calculus in Neural Networks/

01. Introduction.html

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02. Chapterr 1 Neural Networks-hYB4ku0kmW8.en.vtt

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/Part 07-Module 01-Lesson 01_Introduction to Neural Networks/

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02. Introduction.html

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14. Log-loss Error Function.html

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16. Quiz - Softmax-NNoezNnAMTY.en.vtt

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16. Softmax.html

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18. Maximum Likelihood 1-1yJx-QtlvNI.en.vtt

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19. Maximizing Probabilities.html

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19. Quiz - Cross 1--xxrisIvD0E.en.vtt

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22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.en.vtt

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23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.en.vtt

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23. Logistic Regression.html

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24. Gradient Descent-rhVIF-nigrY.en.vtt

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24. Gradient Descent.html

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25. Gradient Descent Algorithm-snxmBgi_GeU.en.vtt

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25. Logistic Regression Algorithm.html

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26. Pre-Lab Gradient Descent.html

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27. Notebook Gradient Descent.html

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28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.en.vtt

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32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt

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32. Neural Network Architecture.html

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33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt

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35. Pre-Lab Analyzing Student Data.html

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/Part 07-Module 01-Lesson 02_Implementing Gradient Descent/

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07. Backpropagation.html

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08. Implementing Backpropagation.html

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index.html

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/Part 07-Module 01-Lesson 03_Training Neural Networks/

01. Instructor.html

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02. Training Optimization-UiGKhx9pUYc.en.vtt

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03. Testing.html

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index.html

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/Part 07-Module 01-Lesson 04_Deep Learning with PyTorch/

01. Instructor.html

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02. Introducing PyTorch.html

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03. Part 1 V2-n4mbZYIfKb4.en.vtt

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03. PyTorch Tensors.html

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04. Defining Networks.html

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04. Py Part 2 V1-u50_ZyKqt8g.en.vtt

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05. Training Networks.html

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06. Fashion-MNIST Exercise.html

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06. PyTorch - Part 4-AEJV_RKZ7VU.en.vtt

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07. Inference Validation.html

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08. Py Part 6 V1-HiTih59dCWQ.mp4

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08. Saving and Loading Trained Networks.html

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09. Loading Data Sets with Torchvision.html

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10. Transfer Learning.html

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index.html

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/Part 08-Module 01-Lesson 01_ Create Your Own Image Classifier/

01. Instructor.html

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02. Project Intro.html

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03. Introduction to GPU Workspaces.html

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04. Updating to PyTorch v0.4.html

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05. Image Classifier - Part 1 - Development.html

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07. Image Classifier - Part 2 - Command Line App.html

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09. Rubric.html

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index.html

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/Part 09-Module 01-Lesson 01_How Do I Continue From Here/

01. Next Steps Into The AI World Outro-40CCUu30w8c.mp4

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01. Next Steps into the AI World!.html

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index.html

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/Part 10-Module 01-Lesson 01_Turtles and Code/

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01. Welcome!.html

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04. Variables.html

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05. Practice — Variables and more.html

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06. Changing colors.html

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08. Finding errors.html

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09. Modules and methods.html

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10. Practice — Draw a square.html

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11. Comments.html

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14. Practice — Using variables (12).html

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16. Looping.html

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23. Practice — Turtle methods.html

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28. Rainbow turtles.html

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29. Review.html

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/Part 11-Module 01-Lesson 01_What is Version Control/

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01. What is Version Control.html

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02. Version Control In Daily Use.html

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03. Git and Version Control Terminology.html

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03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 15 Git The Big Picture-dVil8e0yptQ.ar.vtt

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03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 18 Recap-xqD9ImXXXHk.ar.vtt

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04. MacLinux Setup.html

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05. Windows Setup.html

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06. Onward.html

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index.html

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/img/

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/Part 11-Module 01-Lesson 02_Create A Git Repo/

01. Creating New Repositories - Intro-KT163BkqIeg.ar.vtt

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01. Creating New Repositories - Intro-KT163BkqIeg.mp4

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01. Intro.html

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02. Create A Repo From Scratch.html

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03. Clone An Existing Repo.html

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04. Determine A Repo's Status.html

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05. Outro.html

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index.html

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/img/

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/Part 11-Module 01-Lesson 03_Review a Repo's History/

01. A Repository's History - Intro-UBmg3syQS0E.ar.vtt

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01. Intro.html

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02. Displaying A Repository's Commits.html

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02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 11 Git Log Output Explained-xJfurQcVYfo.ar.vtt

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03. Changing How Git Log Displays Information.html

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03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 27 Confession Corner-xtsugblSwrU.ar.vtt

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04. Viewing Modified Files.html

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05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 42 Git Log -P Output Walkthru-A8Kwocr-K8c.ar.vtt

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05. Viewing File Changes.html

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06. Viewing A Specific Commit.html

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07. Outro.html

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index.html

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/Part 11-Module 01-Lesson 04_Add Commits To A Repo/

01. Adding Commits To A Repo - Intro-sLcOFQ4mGvo.ar.vtt

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01. Intro.html

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02. Git Add.html

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03. Git Commit.html

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04. Commit Messages.html

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05. Git Diff.html

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06. Having Git Ignore Files.html

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/img/

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/Part 11-Module 01-Lesson 05_Tagging, Branching, and Merging/

01. Intro.html

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02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 03 Tagging Overview-D4VdXT72ASE.ar.vtt

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02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 03 Tagging Overview-D4VdXT72ASE.mp4

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02. Tagging.html

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03. Branching.html

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04. Branching Effectively.html

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05. Merging.html

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06. Merge Conflicts.html

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/Part 11-Module 01-Lesson 06_Undoing Changes/

01. Intro.html

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02. Modifying The Last Commit.html

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03. Reverting A Commit.html

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04. Resetting Commits.html

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05. Lesson Outro.html

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/img/

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/Part 11-Module 02-Lesson 01_Working With Remotes/

01. Intro-SBUOhyXcR1Q.ar.vtt

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01. Intro.html

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02. L1 - Remote Repos Intro-AnSlYftJnwA.ar.vtt

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02. Remote Repositories.html

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03. Add A Remote Repository.html

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05. Pulling Changes From A Remote.html

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index.html

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/img/

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/Part 11-Module 02-Lesson 02_Working On Another Developer's Repository/

01. Intro-VkqtlJuZ9rs.ar.vtt

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01. Intro.html

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02. Forking A Repository.html

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03. Reviewing Existing Work.html

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04. Determining What To Work On.html

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index.html

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/img/

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/Part 11-Module 02-Lesson 03_Staying In Sync With A Remote Repository/

01. Intro-j5RmK0UHOTY.ar.vtt

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01. Intro.html

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02. Create a Pull Request.html

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02. L3 - Pull Request In Action-d3AGtKmHxUk.ar.vtt

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02. L3 - Pull Request In Theory-twLr9ndsf90.ar.vtt

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03. L3 - Include Upstream Changes-VvoC6hN6FjU.ar.vtt

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03. Stay in sync with source project.html

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04. Manage an active PR.html

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05. L3 - Squashing In Action-cL6ehKtJLUM.ar.vtt

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05. L3 - Squashing Introduction-mRbeT2XVL9w.ar.vtt

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05. Squash Commits.html

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06. Course Wrap Up-66Ut8Bv6kgc.ar.vtt

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06. Course Wrap Up.html

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index.html

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/img/

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/Part 12-Module 01-Lesson 01_Shell Workshop/

01. Shell Intro--EtN5oD8MM0.ar.vtt

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01. Shell Intro--EtN5oD8MM0.mp4

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01. Welcome!.html

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02. Ud206 002 P0 Windows Installing Git Bash-UQZvV6VTlGQ.ar.vtt

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02. Windows Installing Git Bash.html

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03. Opening a terminal.html

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03. Ud206 003 Shell P1 - Opening A Terminal-4q6Vtym-nno.ar.vtt

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04. Ud206 004 Shell P2 - Your First Command-ggf5WhOYy1U.ar.vtt

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04. Your first command (echo).html

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05. Navigating directories (ls, cd, ..).html

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06. Current working directory (pwd).html

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06. Ud206 007 Shell P4 - Current Working Directory-X7dsy3oMHp0.ar.vtt

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07. Parameters and options (ls -l).html

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08. Organizing your files (mkdir, mv).html

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08. Ud206 009 Shell P6 - Organizing Your Files-NZsYyzzpJXA.ar.vtt

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09. Downloading (curl).html

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10. Ud206 013 Shell P8 - Viewing Files-hPPVMKqbQV0.ar.vtt

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10. Viewing files (cat, less).html

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11. Removing things (rm, rmdir).html

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11. Ud206 014 Shell P9 - Removing Things-it19PvJarbk.ar.vtt

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12. Searching and pipes (grep, wc).html

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12. Ud206 016 Shell P10 - Searching And Pipes-AWpVScp9z4s.ar.vtt

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13. Shell and environment variables.html

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13. Ud206 017 Shell P11 - Variables-Dx3WlMZk8iA.en.vtt

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14. Startup files (.bash_profile).html

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15. Controlling the shell prompt ($PS1).html

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15. Ud206 020 Shell P13 Controlling The Shell Prompt ($PS1)-nnqvRZ-Fx3k.zh-CN.vtt

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16. Aliases.html

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17. Keep learning!.html

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17. Ud206 022 Shell Workshop Outro-68twTPXPrx0.ar.vtt

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17. Ud206 022 Shell Workshop Outro-68twTPXPrx0.mp4

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index.html

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/Part 13-Module 01-Lesson 01_Intro/

01. Introduction-bYeteZQrUcE.en.vtt

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01. Introduction-bYeteZQrUcE.mp4

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01. Introduction-bYeteZQrUcE.pt-BR.vtt

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01. What Is Machine Learning.html

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index.html

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/Part 13-Module 01-Lesson 02_Linear Regression/

01. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.en.vtt

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01. Quiz Housing Prices.html

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02. Solution Housing Prices-uhdTulw9-Nc.en.vtt

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03. Fitting A Line-gkdoknEEcaI.en.vtt

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03. Fitting a Line Through Data.html

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04. Want to keep learning.html

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index.html

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/img/

house.png

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/Part 13-Module 01-Lesson 03_Logistic Regression/

01. Classification Problems 1.html

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02. Classification Problems 2.html

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index.html

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/img/

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/Part 13-Module 01-Lesson 04_Decision Trees/

01. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.en.vtt

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02. Recommending Apps 2.html

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04. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.en.vtt

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04. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.zh-CN.vtt

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04. Quiz Student Admissions.html

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05. Solution Student Admissions.html

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index.html

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/Part 13-Module 01-Lesson 05_Naive Bayes/

01. Guess the Person.html

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02. Guess the Person Now.html

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03. Bayesian Learning 1.html

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04. Bayesian Learning 2.html

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index.html

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/img/

spamham.png

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/Part 13-Module 01-Lesson 06_Support Vector Machines/

01. SVM 01 Which Line Is Better V1-NCml_NCvd1I.en.vtt

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01. Which line is better.html

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02. Minimizing Distances.html

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02. SVM 02 Minimizing Distances V1-mNKk2dBsNGA.en.vtt

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02. SVM 02 Minimizing Distances V1-mNKk2dBsNGA.mp4

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02. SVM 02 Minimizing Distances V1-mNKk2dBsNGA.zh-CN.vtt

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03. Error Function Intuition.html

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03. SVM 03 Error Function V1-l-ahImxoi-U.en.vtt

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03. SVM 03 Error Function V1-l-ahImxoi-U.mp4

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04. Polynomial Kernel 1.html

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04. SVM 09 Polynomial Kernel 1 V1-8t2tVDHNBnk.mp4

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05. Polynomial Kernel 2.html

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05. SVM 10 Polynomial Kernel 2 V2-9RfFvZ9DIRg.en.vtt

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05. SVM 10 Polynomial Kernel 2 V2-9RfFvZ9DIRg.mp4

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06. Polynomial Kernel 3.html

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06. SVM 11 Polynomial Kernel 3 V1-XmbK8OjbX5U.en.vtt

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06. SVM 11 Polynomial Kernel 3 V1-XmbK8OjbX5U.mp4

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07. RBF Kernel 1.html

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07. SVM 12 RBF Kernel 1 V3-xdkIulxXWfQ.en.vtt

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07. SVM 12 RBF Kernel 1 V3-xdkIulxXWfQ.mp4

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08. RBF Kernel 2.html

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08. SVM 13 RBF Kernel 2 V1-ozl9UWVP0MI.en.vtt

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08. SVM 13 RBF Kernel 2 V1-ozl9UWVP0MI.mp4

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08. SVM 13 RBF Kernel 2 V1-ozl9UWVP0MI.pt-BR.vtt

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08. SVM 13 RBF Kernel 2 V1-ozl9UWVP0MI.zh-CN.vtt

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09. SVM 14 RBF Kernel 3 V1-DctkE8kaWPY.en.vtt

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09. SVM 14 RBF Kernel 3 V1-DctkE8kaWPY.mp4

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index.html

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/img/

polynomial-kernel-2-quiz.png

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screen-shot-2018-01-06-at-10.44.48-pm.png

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/Part 13-Module 01-Lesson 07_Ensemble Methods/

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02. Bagging.html

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02. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.mp4

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03. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.en.vtt

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index.html

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/Part 13-Module 01-Lesson 08_Outro/

01. Conclusion-hJEuaOUu2yA.en.vtt

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01. Conclusion-hJEuaOUu2yA.mp4

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01. Conclusion-hJEuaOUu2yA.pt-BR.vtt

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01. Conclusion-hJEuaOUu2yA.zh-CN.vtt

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01. Summary.html

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02. Want to keep learning.html

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intro-to-ml.png

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/Part 14-Module 01-Lesson 01_Visualizing The Importance Of The Learning Rate/

index.html

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/

[CourseClub.NET].url

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[FCS Forum].url

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[FreeCourseSite.com].url

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index.html

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/assets/css/

bootstrap.min.css

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jquery.mCustomScrollbar.min.css

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styles.css

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bootstrap.min.js

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