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CourseClub Me Udacity AI Programming with Python Nanodegree

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[CourseClub.Me] Udacity - AI Programming with Python Nanodegree

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Total Size

2.1 GB

Total Files

2303

Hash

442C029EB1291BBE45064B4F471E97F755803608

/Part 01-Module 01-Lesson 01_Welcome to AI Programming with Python/

01. AIPND Intro FINAL-CeXA-uzNFp4.mp4

10.1 MB

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

3.3 KB

02. AIPND Instructors FINAL V5-h0_y3eb_3m4.mp4

8.3 MB

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

5.3 KB

03. Deadline Policy.html

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04. Udacity Support.html

9.2 KB

05. Community Guidelines.html

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06. Lesson Plan.html

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index.html

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/img/

screen-shot-2018-02-01-at-12.20.05-pm.png

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screen-shot-2018-02-01-at-12.21.40-pm.png

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/Part 02-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.pt-BR.vtt

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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.pt-BR.vtt

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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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04. L1 02 Course Overview V4-vFxXSIV5cHM.pt-BR.vtt

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04. L1 02 Course Overview V4-vFxXSIV5cHM.zh-CN.vtt

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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 02-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. Assignment Operators-p_qfzL-x3Cs.en.vtt

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05. Assignment Operators-p_qfzL-x3Cs.mp4

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05. Assignment Operators-p_qfzL-x3Cs.pt-BR.vtt

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05. Assignment Operators-p_qfzL-x3Cs.zh-CN.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.en.vtt

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

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

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

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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.en.vtt

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05. Variables-7pxpUot4x0w.mp4

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05. Variables-7pxpUot4x0w.pt-BR.vtt

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05. Variables-7pxpUot4x0w.zh-CN.vtt

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

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

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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.pt-BR.vtt

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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-ySZDrs-nNqg.ar.vtt

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13. Strings-ySZDrs-nNqg.en.vtt

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13. Strings-ySZDrs-nNqg.mp4

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13. Strings-ySZDrs-nNqg.pt-BR.vtt

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13. Strings-ySZDrs-nNqg.zh-CN.vtt

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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.en.vtt

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16. Type Type Conversion-yN6Fam_vZrU.mp4

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16. Type Type Conversion-yN6Fam_vZrU.pt-BR.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.en.vtt

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19. String Methods-Bv7CAxVOONs.mp4

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19. String Methods-Bv7CAxVOONs.pt-BR.vtt

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19. String Methods-Bv7CAxVOONs.zh-CN.vtt

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19. String Methods.html

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20. String Methods.html

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21. Another String Method - Split.html

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

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22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.pt-BR.vtt

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

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22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.pt-BR.vtt

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22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.mp4

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22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.pt-BR.vtt

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22. Lists and Membership Operators.html

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23. Quiz Lists and Membership Operators.html

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24. Solution List and Membership Operators.html

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

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25. L2 05 Lists Methods V1-WXkPm4rv6ng.mp4

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25. L2 05 Lists Methods V1-WXkPm4rv6ng.pt-BR.vtt

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25. L2 05 Lists Methods V1-WXkPm4rv6ng.zh-CN.vtt

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

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25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.mp4

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25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.pt-BR.vtt

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

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25. List Methods.html

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26. Quiz List Methods.html

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

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27. L2 04 Tuples V3-33xN-AbTMoc.pt-BR.vtt

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27. L2 04 Tuples V3-33xN-AbTMoc.zh-CN.vtt

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27. Tuples.html

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28. Quiz Tuples.html

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

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29. L2 03 Sets V2-eIHNFgTFfnA.mp4

6.2 MB

29. L2 03 Sets V2-eIHNFgTFfnA.pt-BR.vtt

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29. L2 03 Sets V2-eIHNFgTFfnA.zh-CN.vtt

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29. Sets.html

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30. Quiz Sets.html

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31. Dictionaries and Identity Operators.html

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

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31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.mp4

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

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

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32. Quiz Dictionaries and Identity Operators.html

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33. Solution Dictionaries and Identity Operators.html

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34. Quiz More With Dictionaries.html

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35. Compound Data Structures.html

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

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

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

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

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36. Quiz Compound Data Structures.html

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37. Solution Compound Data Structions.html

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38. Conclusion-LLEZadlXM8A.ar.vtt

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38. Conclusion-LLEZadlXM8A.en.vtt

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38. Conclusion-LLEZadlXM8A.mp4

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38. Conclusion-LLEZadlXM8A.pt-BR.vtt

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38. Conclusion-LLEZadlXM8A.zh-CN.vtt

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38. Conclusion.html

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39. Summary.html

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index.html

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/img/

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/Part 02-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.en.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.en.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.en.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. Building Dictionaries.html

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17. Iterating Through Dictionaries with For Loops.html

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18. Quiz Iterating Through Dictionaries.html

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19. Solution Iterating Through Dictionaries.html

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

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

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

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

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20. While Loops.html

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21. Practice While Loops.html

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22. Solution While Loops Practice.html

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23. Quiz While Loops.html

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24. Solution While Loops Quiz.html

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25. Break and Continue-F6qJAv9ts9Y.ar.vtt

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25. Break and Continue-F6qJAv9ts9Y.en.vtt

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25. Break and Continue-F6qJAv9ts9Y.mp4

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

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25. Break, Continue.html

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26. Quiz Break, Continue.html

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27. Solution Break, Continue.html

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28. Zip and Enumerate-bSJPzVArE7M.ar.vtt

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28. Zip and Enumerate-bSJPzVArE7M.en.vtt

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28. Zip and Enumerate-bSJPzVArE7M.mp4

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

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

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28. Zip and Enumerate.html

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29. Quiz Zip and Enumerate.html

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30. Solution Zip and Enumerate.html

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

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

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31. List Comprehensions-6qxo-NV9v_s.mp4

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

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

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31. List Comprehensions.html

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32. Quiz List Comprehensions.html

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33. Solution List Comprehensions.html

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34. Conclusion.html

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34. Congrats!-vDoqpwCHxs4.ar.vtt

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34. Congrats!-vDoqpwCHxs4.en.vtt

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34. Congrats!-vDoqpwCHxs4.mp4

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

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

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index.html

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/Part 02-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

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03. Quiz Defining Functions.html

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04. Solution Defining Functions.html

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

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

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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

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05. Variable Scope.html

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06. Variable Scope.html

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07. Solution Variable Scope.html

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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

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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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14. Iterators And Generators-tYH8X4Zeh-0.ar.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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17. [Optional] Generator Expressions.html

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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 02-Module 01-Lesson 05_Scripting/

01. Introduction.html

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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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06. Programming Environment Setup-EKxDnCK0NAk.ar.vtt

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07. Editing a Python Script.html

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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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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

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17. Reading And Writing Files Part II-1GRv1S6K8gQ.ar.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 Local Scripts.html

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21. The Standard Library-Fw3vf0tDrJM.ar.vtt

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21. The Standard Library.html

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22. Quiz The Standard Library.html

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23. Solution The Standard Library.html

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

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24. Techniques for Importing Modules.html

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25. Quiz Techniques for Importing Modules.html

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

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26. Third-Party Libraries.html

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

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27. Experimenting with an Interpreter.html

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28. Online Resources.html

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29. Conclusion-rEMrswkLvh8.ar.vtt

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29. Conclusion-rEMrswkLvh8.mp4

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index.html

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/img/

generate-messages-output.png

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/Part 02-Module 02-Lesson 01_Lab Classifying Images/

01. Instructor.html

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02. AIPND Python Lab - Introduction Video-T_cjVqDULQI.en.vtt

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02. AIPND Python Lab - Introduction Video-T_cjVqDULQI.mp4

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02. Lab Description.html

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03. AIPND Python Lab - Lab Instructions Video-Pv4yi_OJtuU.en.vtt

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03. Lab Instructions.html

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04. AIPND Python Lab - Workspace How-to Video-EQTttywUnXQ.en.vtt

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04. Workspace How-to.html

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05. Workspaces Best Practices.html

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06. Lab Workspace.html

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07. AIPND Python Lab - Timing Code Solution Video-ic7gqM4cnl4.en.vtt

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07. Timing Code.html

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08. AIPND Python Lab - Command Line Arguments Solutions Video-tuBIyuPrXFY.en.vtt

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08. Command Line Arguments.html

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09. AIPND Python Lab - Mutable Data Types and Functions Video-LIOmuZdLymw.en.vtt

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09. Mutable Data Types and Functions.html

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10. Creating Pet Image Labels - Part 1.html

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11. AIPND Python Lab - Check Images Solutions Video-2jaZfP7otSs.en.vtt

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11. Creating Pet Image Labels - Part 2.html

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12. Classifying Images - Part 1.html

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13. AIPND Python Lab - Classify Images Solutions Video-sBbY6HmJG9M.en.vtt

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13. AIPND Python Lab - Classify Images Solutions Video-sBbY6HmJG9M.mp4

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13. Classifying Images - Part 2.html

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14. AIPND Python Lab - Solutions Video-Jfsbtm6yPXY.en.vtt

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14. Classifying Labels as Dogs.html

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15. AIPND Python Lab - Calculate Results Solutions Video-b8dsDty8HDc.en.vtt

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15. Calculating Results.html

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16. Printing Results.html

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17. Results.html

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18. Concluding Remarks.html

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19. Lab Solution Workspace.html

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index.html

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/Part 03-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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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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09. On Python versions at Udacity.html

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index.html

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/Part 03-Module 01-Lesson 02_Jupyter Notebooks/

01. Instructor.html

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02. Jupyter-qiYDWFLyXvg.ar.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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index.html

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/Part 03-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. Why Use NumPy.html

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04. Creating and Saving NumPy ndarrays.html

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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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08. Slicing ndarrays.html

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

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10. Manipulating ndarrays.html

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11. Arithmetic operations and Broadcasting.html

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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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/Part 03-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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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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10. Dealing with NaN.html

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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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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/

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/Part 03-Module 01-Lesson 05_Matplotlib and Seaborn Part 1/

01. Instructor.html

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02. Introduction.html

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02. L3 011 Intro V3-4BpAF4MYKm8.en.vtt

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02. L3 011 Intro V3-4BpAF4MYKm8.mp4

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03. Tidy Data.html

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04. Bar Charts.html

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

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04. L3 031 Bar Charts V3-ybXcduB6cXA.en.vtt

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05. Absolute vs. Relative Frequency.html

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05. L3 041 Absolute V Relative Frequency V5-FpnZ7dH4FqU.en.vtt

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06. Counting Missing Data.html

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07. Bar Chart Practice.html

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

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08. L3 071 Pie Charts V3-kSrJGJHTKV8.mp4

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08. Pie Charts.html

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

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09. Histograms.html

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10. Histogram Practice.html

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11. Figures, Axes, and Subplots.html

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12. Choosing a Plot for Discrete Data.html

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

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13. Descriptive Statistics, Outliers and Axis Limits.html

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

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14. Scales and Transformations.html

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15. Scales and Transformations Practice.html

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

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16. Lesson Summary.html

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17. Extra Kernel Density Estimation.html

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index.html

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/Part 03-Module 01-Lesson 06_Matplotlib and Seaborn Part 2/

01. Introduction.html

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01. L4 011 Intro V2-JzvJIWG8Rk4.en.vtt

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01. L4 011 Intro V2-JzvJIWG8Rk4.mp4

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

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02. Data Vis L4 C02 V1-wBDC5AmYgyg.mp4

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02. L4 021 Scatterplots And Correlation V2-wqMwTDVT9_Y.en.vtt

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02. Scatterplots and Correlation.html

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03. Data Vis L4 C03 V1-0F6ldBC6Nbs.mp4

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03. L4 031 Overplotting Transparency And Jitter 1 V4-BGqR-nxgMtg.en.vtt

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03. Overplotting, Transparency, and Jitter.html

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04. Data Vis L4 C04 V1-O6ElT4IFXc0.en.vtt

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04. Heat Maps.html

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04. L4 041 Heat Maps V4-RyCdvsmBjtE.mp4

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04. L4 041 Heat Maps V4-RyCdvsmBjtE.zh-CN.vtt

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05. Scatterplot Practice.html

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06. Data Vis L4 C06 V2-f8Kh4PByiEA.en.vtt

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06. Data Vis L4 C06 V2-f8Kh4PByiEA.mp4

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06. L4 061 Violin Plots 2 V3-0hr61L-LZyM.en.vtt

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06. Violin Plots.html

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07. Box Plots.html

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07. L4 071 Box Plots V4-3gxJag12T0g.zh-CN.vtt

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08. Violin and Box Plot Practice.html

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09. Clustered Bar Charts.html

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09. Data Vis L4 C09 V1-OnzWhpgM9Vs.en.vtt

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09. L4 091 Clustered Bar Charts V4-0rFp55TtEJM.en.vtt

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09. L4 091 Clustered Bar Charts V4-0rFp55TtEJM.mp4

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09. L4 091 Clustered Bar Charts V4-0rFp55TtEJM.zh-CN.vtt

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10. Categorical Plot Practice.html

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11. Data Vis L4 C11 V1-3Ls6w8Cd8n4.en.vtt

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11. Data Vis L4 C11 V1-3Ls6w8Cd8n4.mp4

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11. Data Vis L4 C11 V1-3Ls6w8Cd8n4.zh-CN.vtt

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11. Faceting.html

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11. L4 111 Faceting V2-oUYRqI6wFGw.mp4

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11. L4 111 Faceting V2-oUYRqI6wFGw.zh-CN.vtt

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12. Adaptation of Univariate Plots.html

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12. Data Vis L4 C12 V2-aJncRqqJUYI.mp4

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12. Data Vis L4 C12 V2-aJncRqqJUYI.zh-CN.vtt

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

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12. L4 121 Adaptations Of Univariate Plots V3-MXcqplnUB0o.mp4

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

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13. Data Vis L4 C13 V1-Z7NjwA6jbjU.en.vtt

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13. Data Vis L4 C13 V1-Z7NjwA6jbjU.mp4

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13. Data Vis L4 C13 V1-Z7NjwA6jbjU.pt-BR.vtt

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13. Data Vis L4 C13 V1-Z7NjwA6jbjU.zh-CN.vtt

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

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13. L4 131 Line Plots V1-kSntEWPuOa0.mp4

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13. L4 131 Line Plots V1-kSntEWPuOa0.zh-CN.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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15. L4 151 Lesson Summary V1-5igqM44KEmw.mp4

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15. Lesson Summary.html

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16. Postscript Multivariate Visualization.html

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17. Extra Swarm Plots.html

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18. Extra Rug and Strip Plots.html

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index.html

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/img/

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/Part 04-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 Intro -EHcxDZpeGFg.pt-BR.vtt

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

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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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img-4646.jpg

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/Part 04-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 2-R7WiQYixvRQ.en.vtt

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02. Vectors 2-R7WiQYixvRQ.mp4

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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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/Part 04-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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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 04-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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09. Linear Transformation and Matrices . Part 1.html

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/Part 04-Module 02-Lesson 01_Vectors Lab/

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02. Vectors Lab Solution.html

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/Part 04-Module 02-Lesson 02_Linear Combination Lab/

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02. Linear Combination Lab Solution.html

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index.html

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/Part 04-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 Matrix Multiplication v2-TavNlmrIuwI.en.vtt

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

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04. Linear Mapping Lab Solution.html

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/Part 04-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. 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. 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. The Feedforward Process- Finding h.html

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/Part 05-Module 01-Lesson 01_Introduction to Neural Networks/

01. Instructor.html

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02. Introduction.html

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03. Classification Problems 1.html

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04. Classification Problems 2.html

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06. 09 Higher Dimensions-eBHunImDmWw.en.vtt

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07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt

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08. Why Neural Networks-zAkzOZntK6Y.en.vtt

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09. Perceptrons as Logical Operators.html

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14. Log-loss Error Function.html

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16. Softmax.html

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35. Pre-Lab Analyzing Student Data.html

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/Part 05-Module 01-Lesson 02_Implementing Gradient Descent/

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index.html

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/Part 05-Module 01-Lesson 03_Training Neural Networks/

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/Part 05-Module 01-Lesson 04_Deep Learning with PyTorch/

01. Instructor.html

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05. Training Networks.html

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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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/Part 06-Module 01-Lesson 01_ Create Your Own Image Classifier/

01. Instructor.html

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/Part 07-Module 01-Lesson 01_How Do I Continue From Here/

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/Part 08-Module 01-Lesson 01_What is Version Control/

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04. MacLinux Setup.html

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05. Windows Setup.html

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/Part 08-Module 01-Lesson 02_Create A Git Repo/

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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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/Part 08-Module 01-Lesson 03_Review a Repo's History/

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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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04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 33 Git Log Vs Git Log --Stat Walkthru-aOICKP_9xiY.ar.vtt

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04. Viewing Modified Files.html

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05. Viewing File Changes.html

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07. Outro.html

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/Part 08-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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/Part 08-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. 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 08-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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/Part 08-Module 02-Lesson 01_Working With Remotes/

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01. Intro.html

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02. Remote Repositories.html

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03. Add A Remote Repository.html

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03. L1 - New Repo Git Commands On GitHub-myuGLZLYpYY.ar.vtt

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04. L1 - Git Push In Theory-21TvMEtMRys.ar.vtt

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04. L1 - Git Push In Theory-21TvMEtMRys.mp4

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04. Push Changes To A Remote.html

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05. L1 - Adding A Commit On GitHub-UBYxcTg6VLU.ar.vtt

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05. L1 - Git Pull In Theory-MjNU2LTDVAA.ar.vtt

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05. Pulling Changes From A Remote.html

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06. L1 - Fetch Merge And Push-jwyQUfE1Eqw.ar.vtt

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06. Pull Vs Fetch-kxXdk2HcOBo.ar.vtt

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06. Pull vs Fetch.html

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07. Lesson Wrap Up-6Koa4nAu-04.ar.vtt

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07. Lesson Wrap Up.html

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index.html

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/img/

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ud456-l1-04-commit-count-local.png

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ud456-l1-04-commit-count-remote.png

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ud456-l1-04-git-pull.png

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ud456-l1-git-remote-add-terminal.png

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ud456-l1-git-remote-shortname.png

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ud456-l1-github-create-repo-page.png

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ud456-l1-github-homepage-new-repo-button.png

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ud456-l1-github-homepage.png

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ud456-l1-project-commits.png

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/Part 08-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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02. Forking a Repository - What Is Forking-z4mkVwqVztc.ar.vtt

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02. Forking a Repository - What Is Forking-z4mkVwqVztc.en.vtt

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02. L2 - Pushing To A Fork-WRgNpr19t48.ar.vtt

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02. L2 - Pushing To A Fork-WRgNpr19t48.mp4

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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/

ud456-l2-02-clone-linked-to-fork.png

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ud456-l2-03-clone-lighthouse-project.png

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ud456-l2-04-issue-comments.png

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ud456-l2-04-submit-new-issue.png

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/Part 08-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 Action-d3AGtKmHxUk.en.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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ud456-l3-03-fetch-upstream-changes.png

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ud456-l3-03-git-log-of-upstream-changes.png

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ud456-l3-03-git-remotes-origin.png

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ud456-l3-03-rename-repos.png

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ud456-l3-03-starred-repos.png

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/Part 09-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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05. Ud206 006 Shell P3 - Navigating Directories-i9Xp94DmdB8.ar.vtt

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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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09. Ud206 011 Shell P7.1 - Downloading Solution-1oEJUA-b0kE.ar.vtt

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

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15. Ud206 020 Shell P13 Controlling The Shell Prompt ($PS1)-nnqvRZ-Fx3k.mp4

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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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16. Ud206 021 Shell P14 Aliases-kINmpgXxayM.ar.vtt

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16. Ud206 021 Shell P14 Aliases-kINmpgXxayM.mp4

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16. Ud206 021 Shell P14 Aliases-kINmpgXxayM.zh-CN.vtt

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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 10-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 10-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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04. Want to keep learning.html

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index.html

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/Part 10-Module 01-Lesson 03_Logistic Regression/

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/Part 10-Module 01-Lesson 04_Decision Trees/

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

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/Part 10-Module 01-Lesson 05_Naive Bayes/

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/Part 10-Module 01-Lesson 06_Support Vector Machines/

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/Part 10-Module 01-Lesson 07_Ensemble Methods/

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/Part 10-Module 01-Lesson 08_Outro/

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01. Summary.html

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/Part 11-Module 01-Lesson 01_Visualizing The Importance Of The Learning Rate/

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