[FreeCourseSite.com] Udemy - Machine Learning Regression Masterclass in Python

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1. INTRODUCTION TO THE COURSE [QUICK WIN IN FIRST 10-12 MINS]/1. Course Welcome Message.mp4

60.51 MB

1. INTRODUCTION TO THE COURSE [QUICK WIN IN FIRST 10-12 MINS]/1. Course Welcome Message.vtt

3.42 KB

1. INTRODUCTION TO THE COURSE [QUICK WIN IN FIRST 10-12 MINS]/2. Updates on Udemy Reviews.mp4

23.12 MB

1. INTRODUCTION TO THE COURSE [QUICK WIN IN FIRST 10-12 MINS]/2. Updates on Udemy Reviews.vtt

1.47 KB

1. INTRODUCTION TO THE COURSE [QUICK WIN IN FIRST 10-12 MINS]/3. Course Overview.mp4

53.05 MB

1. INTRODUCTION TO THE COURSE [QUICK WIN IN FIRST 10-12 MINS]/3. Course Overview.vtt

11.89 KB

1. INTRODUCTION TO THE COURSE [QUICK WIN IN FIRST 10-12 MINS]/3.1 ML Regression Course Package.zip.zip

25.38 MB

1. INTRODUCTION TO THE COURSE [QUICK WIN IN FIRST 10-12 MINS]/4. ML vs. DL vs. AI.mp4

143.71 MB

1. INTRODUCTION TO THE COURSE [QUICK WIN IN FIRST 10-12 MINS]/4. ML vs. DL vs. AI.vtt

21.4 KB

10. Bonus Lectures/1. YOUR SPECIAL BONUS.html

1.12 KB

2. ANACONDA AND JUPYTER INSTALLATION/1. Download and Set up Anaconda.mp4

44.71 MB

2. ANACONDA AND JUPYTER INSTALLATION/1. Download and Set up Anaconda.vtt

5.65 KB

2. ANACONDA AND JUPYTER INSTALLATION/2. What is Jupiter Notebook.mp4

32.38 MB

2. ANACONDA AND JUPYTER INSTALLATION/2. What is Jupiter Notebook.vtt

4.54 KB

3. SIMPLE LINEAR REGRESSION/1. Intro to Simple Linear Regression.mp4

27.14 MB

3. SIMPLE LINEAR REGRESSION/1. Intro to Simple Linear Regression.vtt

1.69 KB

3. SIMPLE LINEAR REGRESSION/10. Project #2 - Solution.mp4

34.06 MB

3. SIMPLE LINEAR REGRESSION/10. Project #2 - Solution.vtt

5.4 KB

3. SIMPLE LINEAR REGRESSION/11. Project #2 - Visualization.mp4

48.3 MB

3. SIMPLE LINEAR REGRESSION/11. Project #2 - Visualization.vtt

9.31 KB

3. SIMPLE LINEAR REGRESSION/12. Project #2 - Prepare Training and Testing Data.mp4

31.93 MB

3. SIMPLE LINEAR REGRESSION/12. Project #2 - Prepare Training and Testing Data.vtt

5.82 KB

3. SIMPLE LINEAR REGRESSION/13. Project #2 - Test Model.mp4

31.52 MB

3. SIMPLE LINEAR REGRESSION/13. Project #2 - Test Model.vtt

5.76 KB

3. SIMPLE LINEAR REGRESSION/14. Project #2 - Model Testing.mp4

78.5 MB

3. SIMPLE LINEAR REGRESSION/14. Project #2 - Model Testing.vtt

13.31 KB

3. SIMPLE LINEAR REGRESSION/2. Simple Linear Regression Intuition.mp4

97.86 MB

3. SIMPLE LINEAR REGRESSION/2. Simple Linear Regression Intuition.vtt

16.37 KB

3. SIMPLE LINEAR REGRESSION/3. Least Squares.mp4

59.81 MB

3. SIMPLE LINEAR REGRESSION/3. Least Squares.vtt

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3. SIMPLE LINEAR REGRESSION/4. Project #1 - Overview.mp4

126.73 MB

3. SIMPLE LINEAR REGRESSION/4. Project #1 - Overview.vtt

24.36 KB

3. SIMPLE LINEAR REGRESSION/5. Project #1 - Data Visualization.mp4

71.42 MB

3. SIMPLE LINEAR REGRESSION/5. Project #1 - Data Visualization.vtt

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3. SIMPLE LINEAR REGRESSION/6. Project #1 - Divide Data into Training and Testing.mp4

73.8 MB

3. SIMPLE LINEAR REGRESSION/6. Project #1 - Divide Data into Training and Testing.vtt

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3. SIMPLE LINEAR REGRESSION/7. Project #1 - Train Model.mp4

50.22 MB

3. SIMPLE LINEAR REGRESSION/7. Project #1 - Train Model.vtt

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3. SIMPLE LINEAR REGRESSION/8. Project #1 - Test Model.mp4

143.86 MB

3. SIMPLE LINEAR REGRESSION/8. Project #1 - Test Model.vtt

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3. SIMPLE LINEAR REGRESSION/9. Project #2 - Overview.mp4

30.01 MB

3. SIMPLE LINEAR REGRESSION/9. Project #2 - Overview.vtt

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4. REGRESSION KEY PERFORMANCE INDICATORS/1. Regression Metrics Intro.mp4

13.05 MB

4. REGRESSION KEY PERFORMANCE INDICATORS/1. Regression Metrics Intro.vtt

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4. REGRESSION KEY PERFORMANCE INDICATORS/2. Regression Metric Part 1.mp4

128.4 MB

4. REGRESSION KEY PERFORMANCE INDICATORS/2. Regression Metric Part 1.vtt

21.5 KB

4. REGRESSION KEY PERFORMANCE INDICATORS/3. Regression Metric Part 2.mp4

76.45 MB

4. REGRESSION KEY PERFORMANCE INDICATORS/3. Regression Metric Part 2.vtt

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4. REGRESSION KEY PERFORMANCE INDICATORS/4. Bias Variance Tradeoff.mp4

190.2 MB

4. REGRESSION KEY PERFORMANCE INDICATORS/4. Bias Variance Tradeoff.vtt

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5. POLYNOMIAL REGRESSION/1. Polynomial Regression Intro.mp4

14.81 MB

5. POLYNOMIAL REGRESSION/1. Polynomial Regression Intro.vtt

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5. POLYNOMIAL REGRESSION/10. Poly Regression - Economies Linear -2.mp4

56.37 MB

5. POLYNOMIAL REGRESSION/10. Poly Regression - Economies Linear -2.vtt

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5. POLYNOMIAL REGRESSION/11. Poly Regression - Economies Poly.mp4

62.63 MB

5. POLYNOMIAL REGRESSION/11. Poly Regression - Economies Poly.vtt

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5. POLYNOMIAL REGRESSION/2. Polynomial Regression - Intuition.mp4

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5. POLYNOMIAL REGRESSION/2. Polynomial Regression - Intuition.vtt

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5. POLYNOMIAL REGRESSION/3. Poly Regression - Salary Load Data.mp4

73.93 MB

5. POLYNOMIAL REGRESSION/3. Poly Regression - Salary Load Data.vtt

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5. POLYNOMIAL REGRESSION/4. Poly Regression - Visualize Data.mp4

63.6 MB

5. POLYNOMIAL REGRESSION/4. Poly Regression - Visualize Data.vtt

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5. POLYNOMIAL REGRESSION/5. Poly Regression - Linear Trainingtesting.mp4

79.26 MB

5. POLYNOMIAL REGRESSION/5. Poly Regression - Linear Trainingtesting.vtt

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5. POLYNOMIAL REGRESSION/6. Poly Regression - Poly Part 1.mp4

54.57 MB

5. POLYNOMIAL REGRESSION/6. Poly Regression - Poly Part 1.vtt

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5. POLYNOMIAL REGRESSION/7. Poly Regression - Poly Part 2.mp4

35.7 MB

5. POLYNOMIAL REGRESSION/7. Poly Regression - Poly Part 2.vtt

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5. POLYNOMIAL REGRESSION/8. Poly Regression Project 2 Overview.mp4

32.45 MB

5. POLYNOMIAL REGRESSION/8. Poly Regression Project 2 Overview.vtt

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5. POLYNOMIAL REGRESSION/9. Poly Regression - Economies Linear -1.mp4

48.8 MB

5. POLYNOMIAL REGRESSION/9. Poly Regression - Economies Linear -1.vtt

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6. MULTIPLE LINEAR REGRESSION/1. Multiple Linear Regression Intro.mp4

19.86 MB

6. MULTIPLE LINEAR REGRESSION/1. Multiple Linear Regression Intro.vtt

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6. MULTIPLE LINEAR REGRESSION/10. Project #2 - Train the Model.mp4

53.08 MB

6. MULTIPLE LINEAR REGRESSION/10. Project #2 - Train the Model.vtt

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6. MULTIPLE LINEAR REGRESSION/11. Project #2 - Model Evaluation.mp4

78.64 MB

6. MULTIPLE LINEAR REGRESSION/11. Project #2 - Model Evaluation.vtt

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6. MULTIPLE LINEAR REGRESSION/12. Project #2 - Retraining Model.mp4

129.33 MB

6. MULTIPLE LINEAR REGRESSION/12. Project #2 - Retraining Model.vtt

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6. MULTIPLE LINEAR REGRESSION/2. Multiple Linear Regression Overview.mp4

21.37 MB

6. MULTIPLE LINEAR REGRESSION/2. Multiple Linear Regression Overview.vtt

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6. MULTIPLE LINEAR REGRESSION/3. Project #1 - Load Data and Libraries.mp4

56.87 MB

6. MULTIPLE LINEAR REGRESSION/3. Project #1 - Load Data and Libraries.vtt

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6. MULTIPLE LINEAR REGRESSION/4. Project #1 - Data Visualization.mp4

77.59 MB

6. MULTIPLE LINEAR REGRESSION/4. Project #1 - Data Visualization.vtt

12.56 KB

6. MULTIPLE LINEAR REGRESSION/5. Project #1 - Model Training and Evaluation.mp4

157.52 MB

6. MULTIPLE LINEAR REGRESSION/5. Project #1 - Model Training and Evaluation.vtt

25.23 KB

6. MULTIPLE LINEAR REGRESSION/6. Project #1 - Model Results Evaluation.mp4

135.67 MB

6. MULTIPLE LINEAR REGRESSION/6. Project #1 - Model Results Evaluation.vtt

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6. MULTIPLE LINEAR REGRESSION/7. Project #2 - Overview.mp4

26.05 MB

6. MULTIPLE LINEAR REGRESSION/7. Project #2 - Overview.vtt

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6. MULTIPLE LINEAR REGRESSION/8. Project #2 - Load Data.mp4

69.67 MB

6. MULTIPLE LINEAR REGRESSION/8. Project #2 - Load Data.vtt

9.81 KB

6. MULTIPLE LINEAR REGRESSION/9. Project #2 - Data Visualization.mp4

117.58 MB

6. MULTIPLE LINEAR REGRESSION/9. Project #2 - Data Visualization.vtt

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7. LOGISTIC REGRESSION/1. Logistic Regression Intro.mp4

30.45 MB

7. LOGISTIC REGRESSION/1. Logistic Regression Intro.vtt

1.79 KB

7. LOGISTIC REGRESSION/2. Logistic Regression Intuition.mp4

64.1 MB

7. LOGISTIC REGRESSION/2. Logistic Regression Intuition.vtt

10.66 KB

7. LOGISTIC REGRESSION/3. Confusion Matrix.mp4

70.58 MB

7. LOGISTIC REGRESSION/3. Confusion Matrix.vtt

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7. LOGISTIC REGRESSION/4. Project #2 - Data Import.mp4

36.96 MB

7. LOGISTIC REGRESSION/4. Project #2 - Data Import.vtt

6.15 KB

7. LOGISTIC REGRESSION/5. Project #2 - Visualization.mp4

76.77 MB

7. LOGISTIC REGRESSION/5. Project #2 - Visualization.vtt

13.71 KB

7. LOGISTIC REGRESSION/6. Project #2 - Data Cleaning.mp4

43.72 MB

7. LOGISTIC REGRESSION/6. Project #2 - Data Cleaning.vtt

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7. LOGISTIC REGRESSION/7. Project #2 - Training Testing.mp4

93.33 MB

7. LOGISTIC REGRESSION/7. Project #2 - Training Testing.vtt

15.65 KB

7. LOGISTIC REGRESSION/8. Model Testing Visualization.mp4

85.78 MB

7. LOGISTIC REGRESSION/8. Model Testing Visualization.vtt

12.89 KB

8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/1. Artificial Neural Networks Intro.mp4

16.2 MB

8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/1. Artificial Neural Networks Intro.vtt

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8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/10. Scale the Data.mp4

59.11 MB

8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/10. Scale the Data.vtt

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8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/11. Train the Model.mp4

121.79 MB

8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/11. Train the Model.vtt

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8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/12. Evaluate the Model.mp4

132.29 MB

8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/12. Evaluate the Model.vtt

19.77 KB

8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/13. Multiple Linear regression.mp4

72.45 MB

8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/13. Multiple Linear regression.vtt

9.74 KB

8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/14. Model Improvement with more features.mp4

90.62 MB

8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/14. Model Improvement with more features.vtt

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8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/2. Theory Part 1.mp4

39.98 MB

8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/2. Theory Part 1.vtt

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8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/3. Theory Part 2.mp4

27.92 MB

8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/3. Theory Part 2.vtt

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8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/4. Theory Part 3.mp4

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8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/4. Theory Part 3.vtt

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8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/5. Theory Part 4.mp4

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8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/5. Theory Part 4.vtt

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8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/6. Theory Part 5.mp4

50.35 MB

8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/6. Theory Part 5.vtt

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8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/7. Theory Part 6.mp4

35.82 MB

8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/7. Theory Part 6.vtt

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8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/8. Project - Load Dataset.mp4

86.79 MB

8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/8. Project - Load Dataset.vtt

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8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/9. Project - Visualize Dataset.mp4

129.2 MB

8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/9. Project - Visualize Dataset.vtt

15.56 KB

9. LASSO AND RIDGE REGRESSION/1. Ridge and Lasso Intro.mp4

22.53 MB

9. LASSO AND RIDGE REGRESSION/1. Ridge and Lasso Intro.vtt

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9. LASSO AND RIDGE REGRESSION/2. Ridge Lasso Part 1.mp4

88.51 MB

9. LASSO AND RIDGE REGRESSION/2. Ridge Lasso Part 1.vtt

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9. LASSO AND RIDGE REGRESSION/3. Ridge Lasso Part 2.mp4

68.33 MB

9. LASSO AND RIDGE REGRESSION/3. Ridge Lasso Part 2.vtt

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9. LASSO AND RIDGE REGRESSION/4. Ridge Lasso Part 3.mp4

33.08 MB

9. LASSO AND RIDGE REGRESSION/4. Ridge Lasso Part 3.vtt

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9. LASSO AND RIDGE REGRESSION/5. Ridge and Lasso in Practice.mp4

141.99 MB

9. LASSO AND RIDGE REGRESSION/5. Ridge and Lasso in Practice.vtt

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