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| [CourseClub.Me].url |
122б |
| [CourseClub.Me].url |
122б |
| [CourseClub.Me].url |
122б |
| [CourseClub.Me].url |
122б |
| [CourseClub.Me].url |
122б |
| [CourseClub.ME].url |
122б |
| [GigaCourse.Com].url |
49б |
| [GigaCourse.Com].url |
49б |
| [GigaCourse.Com].url |
49б |
| [GigaCourse.Com].url |
49б |
| [GigaCourse.Com].url |
49б |
| [GigaCourse.Com].url |
49б |
| 001 Artificial Neural Networks Intro_en.vtt |
981б |
| 001 Artificial Neural Networks Intro.mp4 |
16.20Мб |
| 001 Course Welcome Message_en.vtt |
3.62Кб |
| 001 Course Welcome Message.mp4 |
60.51Мб |
| 001 Download and Set up Anaconda_en.vtt |
5.76Кб |
| 001 Download and Set up Anaconda.mp4 |
28.94Мб |
| 001 Intro to Simple Linear Regression_en.vtt |
1.71Кб |
| 001 Intro to Simple Linear Regression.mp4 |
27.14Мб |
| 001 Logistic Regression Intro_en.vtt |
1.88Кб |
| 001 Logistic Regression Intro.mp4 |
30.45Мб |
| 001 Multiple Linear Regression Intro_en.vtt |
1.24Кб |
| 001 Multiple Linear Regression Intro.mp4 |
19.86Мб |
| 001 Polynomial Regression Intro_en.vtt |
922б |
| 001 Polynomial Regression Intro.mp4 |
14.81Мб |
| 001 Regression Metrics Intro_en.vtt |
812б |
| 001 Regression Metrics Intro.mp4 |
6.65Мб |
| 001 Ridge and Lasso Intro_en.vtt |
1.29Кб |
| 001 Ridge and Lasso Intro.mp4 |
22.53Мб |
| 001 YOUR SPECIAL BONUS.html |
1.13Кб |
| 002 Logistic Regression Intuition_en.vtt |
10.91Кб |
| 002 Logistic Regression Intuition.mp4 |
42.38Мб |
| 002 Multiple Linear Regression Overview_en.vtt |
4.02Кб |
| 002 Multiple Linear Regression Overview.mp4 |
9.53Мб |
| 002 Polynomial Regression - Intuition_en.vtt |
13.15Кб |
| 002 Polynomial Regression - Intuition.mp4 |
27.52Мб |
| 002 Regression Metric Part 1_en.vtt |
21.62Кб |
| 002 Regression Metric Part 1.mp4 |
109.56Мб |
| 002 Ridge Lasso Part 1_en.vtt |
12.58Кб |
| 002 Ridge Lasso Part 1.mp4 |
27.67Мб |
| 002 Simple Linear Regression Intuition_en.vtt |
15.98Кб |
| 002 Simple Linear Regression Intuition.mp4 |
97.86Мб |
| 002 Theory Part 1_en.vtt |
7.38Кб |
| 002 Theory Part 1.mp4 |
17.29Мб |
| 002 Updates on Udemy Reviews_en.vtt |
1.42Кб |
| 002 Updates on Udemy Reviews.mp4 |
3.23Мб |
| 002 What is Jupiter Notebook_en.vtt |
4.65Кб |
| 002 What is Jupiter Notebook.mp4 |
15.21Мб |
| 003 Confusion Matrix_en.vtt |
15.67Кб |
| 003 Confusion Matrix.mp4 |
58.06Мб |
| 003 Course Overview_en.vtt |
11.88Кб |
| 003 Course Overview.mp4 |
53.05Мб |
| 003 Least Squares_en.vtt |
9.26Кб |
| 003 Least Squares.mp4 |
40.08Мб |
| 003 Poly Regression - Salary Load Data_en.vtt |
13.41Кб |
| 003 Poly Regression - Salary Load Data.mp4 |
48.13Мб |
| 003 Project #1 - Load Data and Libraries_en.vtt |
9.54Кб |
| 003 Project #1 - Load Data and Libraries.mp4 |
36.30Мб |
| 003 Regression Metric Part 2_en.vtt |
12.12Кб |
| 003 Regression Metric Part 2.mp4 |
37.23Мб |
| 003 Ridge Lasso Part 2_en.vtt |
9.89Кб |
| 003 Ridge Lasso Part 2.mp4 |
54.64Мб |
| 003 Theory Part 2_en.vtt |
4.96Кб |
| 003 Theory Part 2.mp4 |
13.80Мб |
| 004 Bias Variance Tradeoff_en.vtt |
28.62Кб |
| 004 Bias Variance Tradeoff.mp4 |
190.20Мб |
| 004 BONUS Learning Path.html |
1.38Кб |
| 004 Poly Regression - Visualize Data_en.vtt |
12.09Кб |
| 004 Poly Regression - Visualize Data.mp4 |
63.60Мб |
| 004 Project #1 - Data Visualization_en.vtt |
12.70Кб |
| 004 Project #1 - Data Visualization.mp4 |
35.27Мб |
| 004 Project #1 - Overview_en.vtt |
24.57Кб |
| 004 Project #1 - Overview.mp4 |
81.37Мб |
| 004 Project #2 - Data Import_en.vtt |
6.22Кб |
| 004 Project #2 - Data Import.mp4 |
23.85Мб |
| 004 Ridge Lasso Part 3_en.vtt |
5.20Кб |
| 004 Ridge Lasso Part 3.mp4 |
28.89Мб |
| 004 Theory Part 3_en.vtt |
9.11Кб |
| 004 Theory Part 3.mp4 |
26.91Мб |
| 005 ML vs. DL vs. AI_en.vtt |
20.87Кб |
| 005 ML vs. DL vs. AI.mp4 |
125.94Мб |
| 005 Poly Regression - Linear Trainingtesting_en.vtt |
13.89Кб |
| 005 Poly Regression - Linear Trainingtesting.mp4 |
51.80Мб |
| 005 Project #1 - Data Visualization_en.vtt |
13.86Кб |
| 005 Project #1 - Data Visualization.mp4 |
29.65Мб |
| 005 Project #1 - Model Training and Evaluation_en.vtt |
24.97Кб |
| 005 Project #1 - Model Training and Evaluation.mp4 |
100.34Мб |
| 005 Project #2 - Visualization_en.vtt |
13.56Кб |
| 005 Project #2 - Visualization.mp4 |
49.82Мб |
| 005 Ridge and Lasso in Practice_en.vtt |
18.55Кб |
| 005 Ridge and Lasso in Practice.mp4 |
109.76Мб |
| 005 Theory Part 4_en.vtt |
13.53Кб |
| 005 Theory Part 4.mp4 |
60.02Мб |
| 006 Get the materials.html |
345б |
| 006 Poly Regression - Poly Part 1_en.vtt |
9.43Кб |
| 006 Poly Regression - Poly Part 1.mp4 |
35.22Мб |
| 006 Project #1 - Divide Data into Training and Testing_en.vtt |
14.15Кб |
| 006 Project #1 - Divide Data into Training and Testing.mp4 |
35.32Мб |
| 006 Project #1 - Model Results Evaluation_en.vtt |
20.60Кб |
| 006 Project #1 - Model Results Evaluation.mp4 |
85.88Мб |
| 006 Project #2 - Data Cleaning_en.vtt |
7.16Кб |
| 006 Project #2 - Data Cleaning.mp4 |
28.45Мб |
| 006 Theory Part 5_en.vtt |
8.67Кб |
| 006 Theory Part 5.mp4 |
25.15Мб |
| 007 Poly Regression - Poly Part 2_en.vtt |
6.19Кб |
| 007 Poly Regression - Poly Part 2.mp4 |
23.19Мб |
| 007 Project #1 - Train Model_en.vtt |
9.93Кб |
| 007 Project #1 - Train Model.mp4 |
31.99Мб |
| 007 Project #2 - Overview_en.vtt |
4.08Кб |
| 007 Project #2 - Overview.mp4 |
21.66Мб |
| 007 Project #2 - Training Testing_en.vtt |
16.32Кб |
| 007 Project #2 - Training Testing.mp4 |
76.18Мб |
| 007 Theory Part 6_en.vtt |
7.10Кб |
| 007 Theory Part 6.mp4 |
15.56Мб |
| 008 Model Testing Visualization_en.vtt |
12.89Кб |
| 008 Model Testing Visualization.mp4 |
65.33Мб |
| 008 Poly Regression Project 2 Overview_en.vtt |
4.99Кб |
| 008 Poly Regression Project 2 Overview.mp4 |
20.84Мб |
| 008 Project #1 - Test Model_en.vtt |
24.63Кб |
| 008 Project #1 - Test Model.mp4 |
114.96Мб |
| 008 Project #2 - Load Data_en.vtt |
10.05Кб |
| 008 Project #2 - Load Data.mp4 |
44.40Мб |
| 008 Project - Load Dataset_en.vtt |
13.03Кб |
| 008 Project - Load Dataset.mp4 |
54.63Мб |
| 009 Poly Regression - Economies Linear -1_en.vtt |
7.76Кб |
| 009 Poly Regression - Economies Linear -1.mp4 |
31.62Мб |
| 009 Project #2 - Data Visualization_en.vtt |
16.79Кб |
| 009 Project #2 - Data Visualization.mp4 |
73.56Мб |
| 009 Project #2 - Overview_en.vtt |
4.32Кб |
| 009 Project #2 - Overview.mp4 |
13.34Мб |
| 009 Project - Visualize Dataset_en.vtt |
15.36Кб |
| 009 Project - Visualize Dataset.mp4 |
79.42Мб |
| 010 Poly Regression - Economies Linear -2_en.vtt |
9.63Кб |
| 010 Poly Regression - Economies Linear -2.mp4 |
36.90Мб |
| 010 Project #2 - Solution_en.vtt |
5.46Кб |
| 010 Project #2 - Solution.mp4 |
13.38Мб |
| 010 Project #2 - Train the Model_en.vtt |
9.66Кб |
| 010 Project #2 - Train the Model.mp4 |
33.40Мб |
| 010 Scale the Data_en.vtt |
8.87Кб |
| 010 Scale the Data.mp4 |
44.21Мб |
| 011 Poly Regression - Economies Poly_en.vtt |
10.13Кб |
| 011 Poly Regression - Economies Poly.mp4 |
40.59Мб |
| 011 Project #2 - Model Evaluation_en.vtt |
12.14Кб |
| 011 Project #2 - Model Evaluation.mp4 |
57.73Мб |
| 011 Project #2 - Visualization_en.vtt |
9.26Кб |
| 011 Project #2 - Visualization.mp4 |
23.63Мб |
| 011 Train the Model_en.vtt |
18.41Кб |
| 011 Train the Model.mp4 |
75.90Мб |
| 012 Evaluate the Model_en.vtt |
20.00Кб |
| 012 Evaluate the Model.mp4 |
99.70Мб |
| 012 Project #2 - Prepare Training and Testing Data_en.vtt |
5.64Кб |
| 012 Project #2 - Prepare Training and Testing Data.mp4 |
15.46Мб |
| 012 Project #2 - Retraining Model_en.vtt |
16.63Кб |
| 012 Project #2 - Retraining Model.mp4 |
97.44Мб |
| 013 Multiple Linear regression_en.vtt |
9.88Кб |
| 013 Multiple Linear regression.mp4 |
64.29Мб |
| 013 Project #2 - Test Model_en.vtt |
5.82Кб |
| 013 Project #2 - Test Model.mp4 |
20.37Мб |
| 014 Model Improvement with more features_en.vtt |
11.84Кб |
| 014 Model Improvement with more features.mp4 |
80.41Мб |
| 014 Project #2 - Model Testing_en.vtt |
13.36Кб |
| 014 Project #2 - Model Testing.mp4 |
50.28Мб |
| 18576730-ML-Regression-Course-Package.zip |
25.38Мб |