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001 Artificial Neural Networks Intro.mp4
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MP4
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16.2 MB
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001 Artificial Neural Networks Intro_en.vtt
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VTT
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1 KB
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001 Course Welcome Message.mp4
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MP4
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60.5 MB
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001 Course Welcome Message_en.vtt
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VTT
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3.6 KB
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001 Download and Set up Anaconda.mp4
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MP4
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28.9 MB
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001 Download and Set up Anaconda_en.vtt
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VTT
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5.8 KB
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001 Intro to Simple Linear Regression.mp4
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MP4
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27.1 MB
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001 Intro to Simple Linear Regression_en.vtt
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VTT
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1.7 KB
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001 Logistic Regression Intro.mp4
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MP4
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30.4 MB
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001 Logistic Regression Intro_en.vtt
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VTT
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1.9 KB
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001 Multiple Linear Regression Intro.mp4
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MP4
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19.9 MB
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001 Multiple Linear Regression Intro_en.vtt
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VTT
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1.2 KB
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001 Polynomial Regression Intro.mp4
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MP4
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14.8 MB
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001 Polynomial Regression Intro_en.vtt
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VTT
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921.6 B
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001 Regression Metrics Intro.mp4
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MP4
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6.7 MB
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001 Regression Metrics Intro_en.vtt
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VTT
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819.2 B
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001 Ridge and Lasso Intro.mp4
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MP4
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22.5 MB
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001 Ridge and Lasso Intro_en.vtt
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VTT
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1.3 KB
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001 YOUR SPECIAL BONUS.html
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HTML
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1.1 KB
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002 Logistic Regression Intuition.mp4
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MP4
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42.4 MB
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002 Logistic Regression Intuition_en.vtt
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VTT
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10.9 KB
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002 Multiple Linear Regression Overview.mp4
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MP4
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9.5 MB
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002 Multiple Linear Regression Overview_en.vtt
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VTT
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4 KB
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002 Polynomial Regression - Intuition.mp4
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MP4
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27.5 MB
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002 Polynomial Regression - Intuition_en.vtt
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VTT
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13.1 KB
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002 Regression Metric Part 1.mp4
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MP4
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109.6 MB
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002 Regression Metric Part 1_en.vtt
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VTT
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21.6 KB
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002 Ridge Lasso Part 1.mp4
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MP4
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27.7 MB
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002 Ridge Lasso Part 1_en.vtt
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VTT
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12.6 KB
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002 Simple Linear Regression Intuition.mp4
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MP4
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97.9 MB
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002 Simple Linear Regression Intuition_en.vtt
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VTT
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16 KB
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002 Theory Part 1.mp4
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MP4
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17.3 MB
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002 Theory Part 1_en.vtt
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VTT
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7.4 KB
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002 Updates on Udemy Reviews.mp4
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MP4
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3.2 MB
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002 Updates on Udemy Reviews_en.vtt
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VTT
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1.4 KB
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002 What is Jupiter Notebook.mp4
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MP4
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15.2 MB
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002 What is Jupiter Notebook_en.vtt
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VTT
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4.7 KB
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003 Confusion Matrix.mp4
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MP4
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58.1 MB
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003 Confusion Matrix_en.vtt
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VTT
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15.7 KB
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003 Course Overview.mp4
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MP4
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53 MB
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003 Course Overview_en.vtt
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VTT
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11.9 KB
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003 Least Squares.mp4
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MP4
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40.1 MB
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003 Least Squares_en.vtt
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VTT
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9.3 KB
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003 Poly Regression - Salary Load Data.mp4
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MP4
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48.1 MB
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003 Poly Regression - Salary Load Data_en.vtt
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VTT
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13.4 KB
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003 Project #1 - Load Data and Libraries.mp4
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MP4
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36.3 MB
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003 Project #1 - Load Data and Libraries_en.vtt
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VTT
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9.5 KB
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003 Regression Metric Part 2.mp4
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MP4
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37.2 MB
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003 Regression Metric Part 2_en.vtt
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VTT
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12.1 KB
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003 Ridge Lasso Part 2.mp4
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MP4
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54.6 MB
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003 Ridge Lasso Part 2_en.vtt
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VTT
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9.9 KB
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003 Theory Part 2.mp4
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MP4
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13.8 MB
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003 Theory Part 2_en.vtt
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VTT
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5 KB
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004 BONUS Learning Path.html
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HTML
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1.4 KB
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004 Bias Variance Tradeoff.mp4
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MP4
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190.2 MB
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004 Bias Variance Tradeoff_en.vtt
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VTT
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28.6 KB
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004 Poly Regression - Visualize Data.mp4
|
MP4
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63.6 MB
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004 Poly Regression - Visualize Data_en.vtt
|
VTT
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12.1 KB
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004 Project #1 - Data Visualization.mp4
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MP4
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35.3 MB
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004 Project #1 - Data Visualization_en.vtt
|
VTT
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12.7 KB
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004 Project #1 - Overview.mp4
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MP4
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81.4 MB
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004 Project #1 - Overview_en.vtt
|
VTT
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24.6 KB
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004 Project #2 - Data Import.mp4
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MP4
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23.9 MB
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004 Project #2 - Data Import_en.vtt
|
VTT
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6.2 KB
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004 Ridge Lasso Part 3.mp4
|
MP4
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28.9 MB
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004 Ridge Lasso Part 3_en.vtt
|
VTT
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5.2 KB
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004 Theory Part 3.mp4
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MP4
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26.9 MB
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004 Theory Part 3_en.vtt
|
VTT
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9.1 KB
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005 ML vs. DL vs. AI.mp4
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MP4
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125.9 MB
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005 ML vs. DL vs. AI_en.vtt
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VTT
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20.9 KB
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005 Poly Regression - Linear Trainingtesting.mp4
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MP4
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51.8 MB
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005 Poly Regression - Linear Trainingtesting_en.vtt
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VTT
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13.9 KB
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005 Project #1 - Data Visualization.mp4
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MP4
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29.6 MB
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005 Project #1 - Data Visualization_en.vtt
|
VTT
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13.9 KB
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005 Project #1 - Model Training and Evaluation.mp4
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MP4
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100.3 MB
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005 Project #1 - Model Training and Evaluation_en.vtt
|
VTT
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25 KB
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005 Project #2 - Visualization.mp4
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MP4
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49.8 MB
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005 Project #2 - Visualization_en.vtt
|
VTT
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13.6 KB
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005 Ridge and Lasso in Practice.mp4
|
MP4
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109.8 MB
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005 Ridge and Lasso in Practice_en.vtt
|
VTT
|
18.6 KB
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005 Theory Part 4.mp4
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MP4
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60 MB
|
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005 Theory Part 4_en.vtt
|
VTT
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13.5 KB
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006 Get the materials.html
|
HTML
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307.2 B
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006 Poly Regression - Poly Part 1.mp4
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MP4
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35.2 MB
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006 Poly Regression - Poly Part 1_en.vtt
|
VTT
|
9.4 KB
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006 Project #1 - Divide Data into Training and Testing.mp4
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MP4
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35.3 MB
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006 Project #1 - Divide Data into Training and Testing_en.vtt
|
VTT
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14.1 KB
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006 Project #1 - Model Results Evaluation.mp4
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MP4
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85.9 MB
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006 Project #1 - Model Results Evaluation_en.vtt
|
VTT
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20.6 KB
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006 Project #2 - Data Cleaning.mp4
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MP4
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28.5 MB
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006 Project #2 - Data Cleaning_en.vtt
|
VTT
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7.2 KB
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006 Theory Part 5.mp4
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MP4
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25.1 MB
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006 Theory Part 5_en.vtt
|
VTT
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8.7 KB
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007 Poly Regression - Poly Part 2.mp4
|
MP4
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23.2 MB
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007 Poly Regression - Poly Part 2_en.vtt
|
VTT
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6.2 KB
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007 Project #1 - Train Model.mp4
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MP4
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32 MB
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007 Project #1 - Train Model_en.vtt
|
VTT
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9.9 KB
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007 Project #2 - Overview.mp4
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MP4
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21.7 MB
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007 Project #2 - Overview_en.vtt
|
VTT
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4.1 KB
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007 Project #2 - Training Testing.mp4
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MP4
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76.2 MB
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007 Project #2 - Training Testing_en.vtt
|
VTT
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16.3 KB
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007 Theory Part 6.mp4
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MP4
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15.6 MB
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007 Theory Part 6_en.vtt
|
VTT
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7.1 KB
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008 Model Testing Visualization.mp4
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MP4
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65.3 MB
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008 Model Testing Visualization_en.vtt
|
VTT
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12.9 KB
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008 Poly Regression Project 2 Overview.mp4
|
MP4
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20.8 MB
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008 Poly Regression Project 2 Overview_en.vtt
|
VTT
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5 KB
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008 Project #1 - Test Model.mp4
|
MP4
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115 MB
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008 Project #1 - Test Model_en.vtt
|
VTT
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24.6 KB
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008 Project #2 - Load Data.mp4
|
MP4
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44.4 MB
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008 Project #2 - Load Data_en.vtt
|
VTT
|
10.1 KB
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008 Project - Load Dataset.mp4
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MP4
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54.6 MB
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008 Project - Load Dataset_en.vtt
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VTT
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13 KB
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009 Poly Regression - Economies Linear -1.mp4
|
MP4
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31.6 MB
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009 Poly Regression - Economies Linear -1_en.vtt
|
VTT
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7.8 KB
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009 Project #2 - Data Visualization.mp4
|
MP4
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73.6 MB
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009 Project #2 - Data Visualization_en.vtt
|
VTT
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16.8 KB
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009 Project #2 - Overview.mp4
|
MP4
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13.3 MB
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009 Project #2 - Overview_en.vtt
|
VTT
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4.3 KB
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009 Project - Visualize Dataset.mp4
|
MP4
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79.4 MB
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009 Project - Visualize Dataset_en.vtt
|
VTT
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15.4 KB
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010 Poly Regression - Economies Linear -2.mp4
|
MP4
|
36.9 MB
|
|
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010 Poly Regression - Economies Linear -2_en.vtt
|
VTT
|
9.6 KB
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010 Project #2 - Solution.mp4
|
MP4
|
13.4 MB
|
|
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010 Project #2 - Solution_en.vtt
|
VTT
|
5.5 KB
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010 Project #2 - Train the Model.mp4
|
MP4
|
33.4 MB
|
|
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010 Project #2 - Train the Model_en.vtt
|
VTT
|
9.7 KB
|
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010 Scale the Data.mp4
|
MP4
|
44.2 MB
|
|
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010 Scale the Data_en.vtt
|
VTT
|
8.9 KB
|
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011 Poly Regression - Economies Poly.mp4
|
MP4
|
40.6 MB
|
|
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011 Poly Regression - Economies Poly_en.vtt
|
VTT
|
10.1 KB
|
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011 Project #2 - Model Evaluation.mp4
|
MP4
|
57.7 MB
|
|
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011 Project #2 - Model Evaluation_en.vtt
|
VTT
|
12.1 KB
|
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011 Project #2 - Visualization.mp4
|
MP4
|
23.6 MB
|
|
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011 Project #2 - Visualization_en.vtt
|
VTT
|
9.3 KB
|
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011 Train the Model.mp4
|
MP4
|
75.9 MB
|
|
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011 Train the Model_en.vtt
|
VTT
|
18.4 KB
|
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012 Evaluate the Model.mp4
|
MP4
|
99.7 MB
|
|
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012 Evaluate the Model_en.vtt
|
VTT
|
20 KB
|
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012 Project #2 - Prepare Training and Testing Data.mp4
|
MP4
|
15.5 MB
|
|
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012 Project #2 - Prepare Training and Testing Data_en.vtt
|
VTT
|
5.6 KB
|
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012 Project #2 - Retraining Model.mp4
|
MP4
|
97.4 MB
|
|
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012 Project #2 - Retraining Model_en.vtt
|
VTT
|
16.6 KB
|
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013 Multiple Linear regression.mp4
|
MP4
|
64.3 MB
|
|
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013 Multiple Linear regression_en.vtt
|
VTT
|
9.9 KB
|
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013 Project #2 - Test Model.mp4
|
MP4
|
20.4 MB
|
|
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013 Project #2 - Test Model_en.vtt
|
VTT
|
5.8 KB
|
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014 Model Improvement with more features.mp4
|
MP4
|
80.4 MB
|
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014 Model Improvement with more features_en.vtt
|
VTT
|
11.8 KB
|
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014 Project #2 - Model Testing.mp4
|
MP4
|
50.3 MB
|
|
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014 Project #2 - Model Testing_en.vtt
|
VTT
|
13.4 KB
|
|
|
18576730-ML-Regression-Course-Package.zip
|
ZIP
|
25.4 MB
|
|
|
[CourseClub.ME].url
|
URL
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102.4 B
|
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[CourseClub.Me].url
|
URL
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102.4 B
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[GigaCourse.Com].url
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URL
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0 B
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