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CourseClub Me Coursera Practical Data Science with MATLAB Specialization

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[CourseClub.Me] Coursera - Practical Data Science with MATLAB Specialization

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/1. Exploratory Data Analysis with MATLAB/

exploratory-data-analysis-matlab - 01 - Practical Data Science with MATLAB.ar.srt

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exploratory-data-analysis-matlab - 01 - Practical Data Science with MATLAB.mp4

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exploratory-data-analysis-matlab - 02 - Overview of Exploratory Data Analysis with MATLAB.ar.srt

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exploratory-data-analysis-matlab - 03 - Instructor Introduction.ar.srt

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exploratory-data-analysis-matlab - 04 - Why Do We Need Data Science.ar.srt

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exploratory-data-analysis-matlab - 04 - Why Do We Need Data Science.mp4

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exploratory-data-analysis-matlab - 05 - MATLAB as a Data Science Tool.ar.srt

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exploratory-data-analysis-matlab - 05 - MATLAB as a Data Science Tool.mp4

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exploratory-data-analysis-matlab - 06 - How to ask Good Questions of Your Data.ar.srt

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exploratory-data-analysis-matlab - 07 - Interactive Data Exploration.ar.srt

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exploratory-data-analysis-matlab - 08 - Getting Started with MATLAB.ar.srt

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exploratory-data-analysis-matlab - 09 - Overview of the Data Science Workflow.ar.srt

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exploratory-data-analysis-matlab - 10 - The Workflow in Practice.ar.srt

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exploratory-data-analysis-matlab - 11 - Summary of Module 1 The Data Science Workflow.ar.srt

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exploratory-data-analysis-matlab - 12 - Introduction to Module 2 Importing Data.ar.srt

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exploratory-data-analysis-matlab - 12 - Introduction to Module 2 Importing Data.mp4

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exploratory-data-analysis-matlab - 13 - How Data is stored.ar.srt

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exploratory-data-analysis-matlab - 14 - How MATLAB Represents Data.ar.srt

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exploratory-data-analysis-matlab - 15 - How to Use the Import Tool.ar.srt

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exploratory-data-analysis-matlab - 16 - MATLAB Data Types.ar.srt

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exploratory-data-analysis-matlab - 17 - Why Automate the Import Process.ar.srt

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exploratory-data-analysis-matlab - 18 - Generating and Reusing Code.ar.srt

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exploratory-data-analysis-matlab - 19 - Summary of Module 2 Importing Data.ar.srt

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exploratory-data-analysis-matlab - 20 - Introduction to Module 3 Visualizing and Filtering Data.ar.srt

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exploratory-data-analysis-matlab - 21 - Plotting Data Contained in Tables.ar.srt

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exploratory-data-analysis-matlab - 22 - Selecting Data from Tables.ar.srt

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exploratory-data-analysis-matlab - 23 - Accessing and Creating Table Variables.ar.srt

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exploratory-data-analysis-matlab - 24 - Summary of Module 3 Visualizing and Filtering Data.ar.srt

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exploratory-data-analysis-matlab - 25 - Introduction to Module 4 Performing Calculations.ar.srt

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exploratory-data-analysis-matlab - 26 - Basic Mathematical Operations.ar.srt

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exploratory-data-analysis-matlab - 27 - Using Vectors.ar.srt

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exploratory-data-analysis-matlab - 28 - Using Functions.ar.srt

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exploratory-data-analysis-matlab - 29 - Calculating Summary Statistics.ar.srt

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exploratory-data-analysis-matlab - 30 - Correlations Between Variables.ar.srt

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exploratory-data-analysis-matlab - 31 - Accessing Subsets of Data.ar.srt

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exploratory-data-analysis-matlab - 32 - Introduction to Categorical Data.ar.srt

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exploratory-data-analysis-matlab - 33 - Performing Calculations by Category.ar.srt

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exploratory-data-analysis-matlab - 34 - Visualizing Results.ar.srt

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exploratory-data-analysis-matlab - 35 - Summary of Module 4 Performing Calculations.ar.srt

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exploratory-data-analysis-matlab - 36 - Documenting Your Work.ar.srt

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exploratory-data-analysis-matlab - 37 - Creating a Live Script.ar.srt

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exploratory-data-analysis-matlab - 38 - Adding Interactive Controls to a Live Script.ar.srt

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exploratory-data-analysis-matlab - 39 - Summary of Exploratory Data Analysis with MATLAB.ar.srt

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/2. Data Processing and Feature Engineering with MATLAB/

feature-engineering-matlab - 01 - Practical Data Science with MATLAB.ar.srt

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feature-engineering-matlab - 01 - Practical Data Science with MATLAB.de.srt

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feature-engineering-matlab - 01 - Practical Data Science with MATLAB.en.srt

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feature-engineering-matlab - 01 - Practical Data Science with MATLAB.ta.srt

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feature-engineering-matlab - 02 - Overview of Data Processing and Feature Engineering.ar.srt

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feature-engineering-matlab - 02 - Overview of Data Processing and Feature Engineering.de.srt

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feature-engineering-matlab - 02 - Overview of Data Processing and Feature Engineering.mp4

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feature-engineering-matlab - 02 - Overview of Data Processing and Feature Engineering.vi.srt

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feature-engineering-matlab - 03 - Instructor Introduction.ar.srt

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feature-engineering-matlab - 03 - Instructor Introduction.de.srt

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feature-engineering-matlab - 03 - Instructor Introduction.mp4

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feature-engineering-matlab - 03 - Instructor Introduction.ru.srt

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feature-engineering-matlab - 03 - Instructor Introduction.vi.srt

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feature-engineering-matlab - 04 - Introduction to Module 1.ar.srt

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feature-engineering-matlab - 04 - Introduction to Module 1.de.srt

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feature-engineering-matlab - 04 - Introduction to Module 1.en.srt

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feature-engineering-matlab - 05 - Introduction to the Flights Dataset.ar.srt

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feature-engineering-matlab - 05 - Introduction to the Flights Dataset.de.srt

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feature-engineering-matlab - 05 - Introduction to the Flights Dataset.en.srt

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feature-engineering-matlab - 05 - Introduction to the Flights Dataset.fr.srt

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feature-engineering-matlab - 05 - Introduction to the Flights Dataset.it.srt

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feature-engineering-matlab - 05 - Introduction to the Flights Dataset.mp4

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feature-engineering-matlab - 05 - Introduction to the Flights Dataset.ru.srt

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feature-engineering-matlab - 06 - Exploring the Flights Dataset.ar.srt

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feature-engineering-matlab - 06 - Exploring the Flights Dataset.de.srt

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feature-engineering-matlab - 06 - Exploring the Flights Dataset.en.srt

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feature-engineering-matlab - 06 - Exploring the Flights Dataset.es.srt

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feature-engineering-matlab - 06 - Exploring the Flights Dataset.mp4

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feature-engineering-matlab - 06 - Exploring the Flights Dataset.ru.srt

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feature-engineering-matlab - 07 - Describing Distributions.ar.srt

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feature-engineering-matlab - 07 - Describing Distributions.de.srt

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feature-engineering-matlab - 07 - Describing Distributions.en.srt

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feature-engineering-matlab - 07 - Describing Distributions.mp4

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feature-engineering-matlab - 07 - Describing Distributions.pt-PT.srt

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feature-engineering-matlab - 07 - Describing Distributions.ru.srt

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feature-engineering-matlab - 07 - Describing Distributions.vi.srt

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feature-engineering-matlab - 08 - Examples of Distributions.ar.srt

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feature-engineering-matlab - 08 - Examples of Distributions.de.srt

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feature-engineering-matlab - 08 - Examples of Distributions.en.srt

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feature-engineering-matlab - 08 - Examples of Distributions.mp4

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feature-engineering-matlab - 08 - Examples of Distributions.ru.srt

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feature-engineering-matlab - 09 - Visualizing Multidimensional Data.ar.srt

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feature-engineering-matlab - 09 - Visualizing Multidimensional Data.de.srt

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feature-engineering-matlab - 09 - Visualizing Multidimensional Data.en.srt

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feature-engineering-matlab - 09 - Visualizing Multidimensional Data.mp4

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feature-engineering-matlab - 09 - Visualizing Multidimensional Data.ru.srt

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feature-engineering-matlab - 09 - Visualizing Multidimensional Data.vi.srt

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feature-engineering-matlab - 10 - Summary of Module 1 Surveying Your Data.ar.srt

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feature-engineering-matlab - 10 - Summary of Module 1 Surveying Your Data.de.srt

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feature-engineering-matlab - 10 - Summary of Module 1 Surveying Your Data.mp4

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feature-engineering-matlab - 10 - Summary of Module 1 Surveying Your Data.ru.srt

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feature-engineering-matlab - 10 - Summary of Module 1 Surveying Your Data.vi.srt

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feature-engineering-matlab - 11 - Introduction to Module 2 Organizing Your Data.ar.srt

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feature-engineering-matlab - 11 - Introduction to Module 2 Organizing Your Data.de.srt

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feature-engineering-matlab - 11 - Introduction to Module 2 Organizing Your Data.en.srt

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feature-engineering-matlab - 11 - Introduction to Module 2 Organizing Your Data.mp4

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feature-engineering-matlab - 11 - Introduction to Module 2 Organizing Your Data.ru.srt

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feature-engineering-matlab - 12 - Working with Strings.ar.srt

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feature-engineering-matlab - 12 - Working with Strings.de.srt

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feature-engineering-matlab - 12 - Working with Strings.en.srt

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feature-engineering-matlab - 12 - Working with Strings.mp4

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feature-engineering-matlab - 12 - Working with Strings.ru.srt

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feature-engineering-matlab - 13 - Working with Dates and Times.ar.srt

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feature-engineering-matlab - 13 - Working with Dates and Times.de.srt

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feature-engineering-matlab - 13 - Working with Dates and Times.en.srt

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feature-engineering-matlab - 13 - Working with Dates and Times.it.srt

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feature-engineering-matlab - 14 - Importing Multiple Data Files.ar.srt

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feature-engineering-matlab - 14 - Importing Multiple Data Files.mp4

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feature-engineering-matlab - 15 - Combining Data.ar.srt

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feature-engineering-matlab - 15 - Combining Data.mp4

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feature-engineering-matlab - 16 - Joining Tables.ar.srt

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feature-engineering-matlab - 16 - Joining Tables.mp4

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feature-engineering-matlab - 17 - Sorting Your Data.ar.srt

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feature-engineering-matlab - 17 - Sorting Your Data.mp4

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feature-engineering-matlab - 17 - Sorting Your Data.ru.srt

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feature-engineering-matlab - 18 - Summary of Module 2 Organizing Your Data.ar.srt

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feature-engineering-matlab - 18 - Summary of Module 2 Organizing Your Data.mp4

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feature-engineering-matlab - 19 - Introduction to Module 3 Cleaning Your Data.ar.srt

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feature-engineering-matlab - 19 - Introduction to Module 3 Cleaning Your Data.mp4

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feature-engineering-matlab - 20 - Identifying Missing Data.ar.srt

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feature-engineering-matlab - 20 - Identifying Missing Data.de.srt

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feature-engineering-matlab - 20 - Identifying Missing Data.mp4

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feature-engineering-matlab - 21 - Handling Missing Data.ar.srt

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feature-engineering-matlab - 21 - Handling Missing Data.mp4

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feature-engineering-matlab - 22 - Identifying Outliers.ar.srt

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feature-engineering-matlab - 22 - Identifying Outliers.mp4

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feature-engineering-matlab - 23 - Investigating Outliers.ar.srt

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feature-engineering-matlab - 23 - Investigating Outliers.it.srt

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feature-engineering-matlab - 23 - Investigating Outliers.mp4

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feature-engineering-matlab - 24 - Normalizing Data.ar.srt

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feature-engineering-matlab - 24 - Normalizing Data.de.srt

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feature-engineering-matlab - 24 - Normalizing Data.it.srt

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feature-engineering-matlab - 24 - Normalizing Data.mp4

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feature-engineering-matlab - 25 - Examples of Normalizing Data.ar.srt

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feature-engineering-matlab - 25 - Examples of Normalizing Data.mp4

10.9 MB

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feature-engineering-matlab - 26 - Smoothing Data.ar.srt

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feature-engineering-matlab - 26 - Smoothing Data.de.srt

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feature-engineering-matlab - 26 - Smoothing Data.mp4

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feature-engineering-matlab - 26 - Smoothing Data.pt-PT.srt

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feature-engineering-matlab - 26 - Smoothing Data.ru.srt

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feature-engineering-matlab - 26 - Smoothing Data.vi.srt

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feature-engineering-matlab - 27 - Summary of Module 3 Cleaning Your Data.ar.srt

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feature-engineering-matlab - 27 - Summary of Module 3 Cleaning Your Data.de.srt

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feature-engineering-matlab - 27 - Summary of Module 3 Cleaning Your Data.en.srt

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feature-engineering-matlab - 27 - Summary of Module 3 Cleaning Your Data.fr.srt

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feature-engineering-matlab - 27 - Summary of Module 3 Cleaning Your Data.it.srt

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feature-engineering-matlab - 27 - Summary of Module 3 Cleaning Your Data.mp4

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feature-engineering-matlab - 27 - Summary of Module 3 Cleaning Your Data.ru.srt

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feature-engineering-matlab - 27 - Summary of Module 3 Cleaning Your Data.vi.srt

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feature-engineering-matlab - 28 - Introduction to Module 4 Finding Features that Matter.ar.srt

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feature-engineering-matlab - 28 - Introduction to Module 4 Finding Features that Matter.de.srt

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feature-engineering-matlab - 28 - Introduction to Module 4 Finding Features that Matter.en.srt

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feature-engineering-matlab - 28 - Introduction to Module 4 Finding Features that Matter.it.srt

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feature-engineering-matlab - 28 - Introduction to Module 4 Finding Features that Matter.mp4

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feature-engineering-matlab - 29 - Introduction to Feature Engineering.ar.srt

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feature-engineering-matlab - 29 - Introduction to Feature Engineering.de.srt

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feature-engineering-matlab - 29 - Introduction to Feature Engineering.en.srt

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feature-engineering-matlab - 29 - Introduction to Feature Engineering.it.srt

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feature-engineering-matlab - 29 - Introduction to Feature Engineering.mp4

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feature-engineering-matlab - 30 - Introduction to Unsupervised Learning.ar.srt

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feature-engineering-matlab - 30 - Introduction to Unsupervised Learning.de.srt

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feature-engineering-matlab - 30 - Introduction to Unsupervised Learning.en.srt

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feature-engineering-matlab - 30 - Introduction to Unsupervised Learning.fr.srt

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feature-engineering-matlab - 30 - Introduction to Unsupervised Learning.it.srt

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feature-engineering-matlab - 30 - Introduction to Unsupervised Learning.mp4

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feature-engineering-matlab - 30 - Introduction to Unsupervised Learning.pt-PT.srt

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feature-engineering-matlab - 30 - Introduction to Unsupervised Learning.ru.srt

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feature-engineering-matlab - 30 - Introduction to Unsupervised Learning.vi.srt

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feature-engineering-matlab - 31 - Introduction to Clustering Algorithms.ar.srt

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feature-engineering-matlab - 31 - Introduction to Clustering Algorithms.de.srt

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feature-engineering-matlab - 31 - Introduction to Clustering Algorithms.en.srt

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feature-engineering-matlab - 31 - Introduction to Clustering Algorithms.mp4

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feature-engineering-matlab - 31 - Introduction to Clustering Algorithms.vi.srt

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feature-engineering-matlab - 32 - Evaluating Features.ar.srt

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feature-engineering-matlab - 32 - Evaluating Features.de.srt

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feature-engineering-matlab - 32 - Evaluating Features.en.srt

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feature-engineering-matlab - 32 - Evaluating Features.es.srt

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feature-engineering-matlab - 32 - Evaluating Features.fr.srt

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feature-engineering-matlab - 32 - Evaluating Features.it.srt

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feature-engineering-matlab - 32 - Evaluating Features.mp4

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feature-engineering-matlab - 32 - Evaluating Features.pt-PT.srt

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feature-engineering-matlab - 32 - Evaluating Features.ru.srt

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feature-engineering-matlab - 32 - Evaluating Features.vi.srt

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feature-engineering-matlab - 33 - Introduction to Dimensionality Reduction and PCA.ar.srt

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feature-engineering-matlab - 33 - Introduction to Dimensionality Reduction and PCA.de.srt

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feature-engineering-matlab - 33 - Introduction to Dimensionality Reduction and PCA.en.srt

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feature-engineering-matlab - 33 - Introduction to Dimensionality Reduction and PCA.it.srt

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feature-engineering-matlab - 33 - Introduction to Dimensionality Reduction and PCA.mp4

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feature-engineering-matlab - 33 - Introduction to Dimensionality Reduction and PCA.ru.srt

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feature-engineering-matlab - 33 - Introduction to Dimensionality Reduction and PCA.vi.srt

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feature-engineering-matlab - 34 - Summary of Module 4 Finding Features that Matter.ar.srt

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feature-engineering-matlab - 34 - Summary of Module 4 Finding Features that Matter.de.srt

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feature-engineering-matlab - 34 - Summary of Module 4 Finding Features that Matter.en.srt

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feature-engineering-matlab - 34 - Summary of Module 4 Finding Features that Matter.mp4

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feature-engineering-matlab - 35 - Introduction to Module 5 Domain-Specific Feature Engineering.ar.srt

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feature-engineering-matlab - 35 - Introduction to Module 5 Domain-Specific Feature Engineering.de.srt

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feature-engineering-matlab - 35 - Introduction to Module 5 Domain-Specific Feature Engineering.mp4

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feature-engineering-matlab - 36 - Feature Engineering Workflow.ar.srt

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feature-engineering-matlab - 36 - Feature Engineering Workflow.de.srt

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feature-engineering-matlab - 36 - Feature Engineering Workflow.mp4

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feature-engineering-matlab - 37 - Synchronizing Data with Timetables.ar.srt

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feature-engineering-matlab - 37 - Synchronizing Data with Timetables.mp4

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feature-engineering-matlab - 37 - Synchronizing Data with Timetables.ru.srt

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feature-engineering-matlab - 37 - Synchronizing Data with Timetables.vi.srt

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feature-engineering-matlab - 38 - Summary Statistics as Features.ar.srt

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feature-engineering-matlab - 38 - Summary Statistics as Features.de.srt

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feature-engineering-matlab - 38 - Summary Statistics as Features.en.srt

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feature-engineering-matlab - 38 - Summary Statistics as Features.es.srt

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feature-engineering-matlab - 38 - Summary Statistics as Features.fr.srt

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feature-engineering-matlab - 38 - Summary Statistics as Features.it.srt

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feature-engineering-matlab - 38 - Summary Statistics as Features.mp4

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feature-engineering-matlab - 38 - Summary Statistics as Features.pt-PT.srt

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feature-engineering-matlab - 38 - Summary Statistics as Features.ru.srt

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feature-engineering-matlab - 38 - Summary Statistics as Features.vi.srt

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feature-engineering-matlab - 39 - Finding Peaks.ar.srt

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feature-engineering-matlab - 39 - Finding Peaks.mp4

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feature-engineering-matlab - 39 - Finding Peaks.ru.srt

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feature-engineering-matlab - 39 - Finding Peaks.vi.srt

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feature-engineering-matlab - 40 - Feature Engineering and Clustering with Images.ar.srt

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feature-engineering-matlab - 40 - Feature Engineering and Clustering with Images.de.srt

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feature-engineering-matlab - 40 - Feature Engineering and Clustering with Images.en.srt

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feature-engineering-matlab - 40 - Feature Engineering and Clustering with Images.mp4

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feature-engineering-matlab - 40 - Feature Engineering and Clustering with Images.pt-PT.srt

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feature-engineering-matlab - 40 - Feature Engineering and Clustering with Images.ru.srt

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feature-engineering-matlab - 40 - Feature Engineering and Clustering with Images.vi.srt

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feature-engineering-matlab - 41 - Feature Engineering with Text.ar.srt

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feature-engineering-matlab - 41 - Feature Engineering with Text.de.srt

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feature-engineering-matlab - 41 - Feature Engineering with Text.en.srt

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feature-engineering-matlab - 41 - Feature Engineering with Text.es.srt

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feature-engineering-matlab - 41 - Feature Engineering with Text.fr.srt

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feature-engineering-matlab - 41 - Feature Engineering with Text.it.srt

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feature-engineering-matlab - 41 - Feature Engineering with Text.mp4

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feature-engineering-matlab - 41 - Feature Engineering with Text.pt-PT.srt

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feature-engineering-matlab - 41 - Feature Engineering with Text.ru.srt

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feature-engineering-matlab - 41 - Feature Engineering with Text.vi.srt

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feature-engineering-matlab - 42 - Feature Engineering with Storm Events.en.srt

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feature-engineering-matlab - 42 - Feature Engineering with Storm Events.mp4

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feature-engineering-matlab - 43 - Summary of Module 5 Domain-Specific Feature Engineering.ar.srt

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feature-engineering-matlab - 43 - Summary of Module 5 Domain-Specific Feature Engineering.mp4

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feature-engineering-matlab - 43 - Summary of Module 5 Domain-Specific Feature Engineering.ru.srt

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feature-engineering-matlab - 44 - Summary of Data Processing and Feature Engineering.en.srt

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feature-engineering-matlab - 44 - Summary of Data Processing and Feature Engineering.mp4

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/3. Predictive Modeling and Machine Learning with MATLAB/

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predictive-modeling-machine-learning - 03 - Introduction to Supervised Machine Learning.en.srt

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predictive-modeling-machine-learning - 05 - Creating and Cleaning Features.ar.srt

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predictive-modeling-machine-learning - 06 - Introduction to Regression.ar.srt

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predictive-modeling-machine-learning - 07 - Using the Regression Learner App.ar.srt

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predictive-modeling-machine-learning - 09 - Evaluating Regression Models.ar.srt

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predictive-modeling-machine-learning - 11 - Summary of Regression.ar.srt

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predictive-modeling-machine-learning - 12 - Introduction to Classification.ar.srt

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predictive-modeling-machine-learning - 13 - Using the Classification Learner App.ar.srt

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predictive-modeling-machine-learning - 13 - Using the Classification Learner App.mp4

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predictive-modeling-machine-learning - 14 - Evaluating Classification Models.ar.srt

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predictive-modeling-machine-learning - 15 - Evaluating Classification Models in MATLAB.ar.srt

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predictive-modeling-machine-learning - 16 - Training a Multiclass Model.ar.srt

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predictive-modeling-machine-learning - 17 - Summary of Classification.ar.srt

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predictive-modeling-machine-learning - 18 - Addressing Underfitting and Overfitting.ar.srt

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predictive-modeling-machine-learning - 19 - Using Validation Data During Training.ar.srt

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predictive-modeling-machine-learning - 20 - Embedded Methods for Feature Selection.ar.srt

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predictive-modeling-machine-learning - 21 - Using Regularization to Prevent Overfitting.ar.srt

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predictive-modeling-machine-learning - 22 - Introduction to Ensemble Models.ar.srt

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predictive-modeling-machine-learning - 24 - Introduction to Hyperparameters.en.srt

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predictive-modeling-machine-learning - 26 - Summary of Module 3.ar.srt

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predictive-modeling-machine-learning - 27 - Handling Class Imbalance.en.srt

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predictive-modeling-machine-learning - 28 - Reducing Specific Errors Using Cost Matrices.en.srt

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predictive-modeling-machine-learning - 29 - Integrating Your Model.en.srt

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predictive-modeling-machine-learning - 30 - A Discussion with Heather.en.srt

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predictive-modeling-machine-learning - 31 - Summary of Predictive Modeling and Machine Learning.en.srt

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/4. Data Science Project MATLAB for the Real World/

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matlab-capstone - 02 - Instructor Introduction.en.srt

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matlab-capstone - 02 - Instructor Introduction.es.srt

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matlab-capstone - 02 - Instructor Introduction.fr.srt

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matlab-capstone - 02 - Instructor Introduction.it.srt

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matlab-capstone - 02 - Instructor Introduction.mp4

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matlab-capstone - 02 - Instructor Introduction.pt-PT.srt

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matlab-capstone - 02 - Instructor Introduction.ru.srt

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matlab-capstone - 02 - Instructor Introduction.vi.srt

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matlab-capstone - 03 - Introduction to the Capstone Project.en.srt

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matlab-capstone - 03 - Introduction to the Capstone Project.mp4

20.3 MB

matlab-capstone - 04 - Creating the Taxi Regions.en.srt

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matlab-capstone - 04 - Creating the Taxi Regions.mp4

17.8 MB

matlab-capstone - 05 - Preparing Your Dataset.en.srt

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matlab-capstone - 05 - Preparing Your Dataset.mp4

22.0 MB

matlab-capstone - 06 - Introduction to Module 2.en.srt

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matlab-capstone - 06 - Introduction to Module 2.mp4

6.7 MB

matlab-capstone - 07 - Introduction to Module 3.en.srt

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matlab-capstone - 07 - Introduction to Module 3.mp4

8.2 MB

matlab-capstone - 08 - Preparing for Your Final Report.en.srt

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matlab-capstone - 08 - Preparing for Your Final Report.mp4

20.5 MB

matlab-capstone - 09 - Storytelling in Data Science.en.srt

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matlab-capstone - 09 - Storytelling in Data Science.mp4

27.9 MB

matlab-capstone - 10 - Conclusion of Practical Data Science with MATLAB.en.srt

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matlab-capstone - 10 - Conclusion of Practical Data Science with MATLAB.mp4

24.2 MB

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[CourseClub.Me].url

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Total files 1113


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