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[FreeCourseSite.com] Udemy - Machine Learning Regression Masterclass in Python
magnet:?xt=urn:btih:e73355c1b6b571ce7da7607c9ea4e2fe428b4382&dn=[FreeCourseSite.com] Udemy - Machine Learning Regression Masterclass in Python
磁力链接详情
Hash值:
e73355c1b6b571ce7da7607c9ea4e2fe428b4382
点击数:
172
文件大小:
4.95 GB
文件数量:
74
创建日期:
2021-5-16 10:34
最后访问:
2024-7-8 13:47
访问标签:
FreeCourseSite
com
Udemy
-
Machine
Learning
Regression
Masterclass
in
Python
文件列表详情
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]/2. Updates on Udemy Reviews.mp4 23.12 MB
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]/4. ML vs. DL vs. AI.mp4 143.71 MB
2. ANACONDA AND JUPYTER INSTALLATION/1. Download and Set up Anaconda.mp4 44.71 MB
2. ANACONDA AND JUPYTER INSTALLATION/2. What is Jupiter Notebook.mp4 32.38 MB
3. SIMPLE LINEAR REGRESSION/1. Intro to Simple Linear Regression.mp4 27.14 MB
3. SIMPLE LINEAR REGRESSION/10. Project #2 - Solution.mp4 34.06 MB
3. SIMPLE LINEAR REGRESSION/11. Project #2 - Visualization.mp4 48.3 MB
3. SIMPLE LINEAR REGRESSION/12. Project #2 - Prepare Training and Testing Data.mp4 31.93 MB
3. SIMPLE LINEAR REGRESSION/13. Project #2 - Test Model.mp4 31.52 MB
3. SIMPLE LINEAR REGRESSION/14. Project #2 - Model Testing.mp4 78.5 MB
3. SIMPLE LINEAR REGRESSION/2. Simple Linear Regression Intuition.mp4 97.86 MB
3. SIMPLE LINEAR REGRESSION/3. Least Squares.mp4 59.81 MB
3. SIMPLE LINEAR REGRESSION/4. Project #1 - Overview.mp4 126.73 MB
3. SIMPLE LINEAR REGRESSION/5. Project #1 - Data Visualization.mp4 71.42 MB
3. SIMPLE LINEAR REGRESSION/6. Project #1 - Divide Data into Training and Testing.mp4 73.8 MB
3. SIMPLE LINEAR REGRESSION/7. Project #1 - Train Model.mp4 50.22 MB
3. SIMPLE LINEAR REGRESSION/8. Project #1 - Test Model.mp4 143.86 MB
3. SIMPLE LINEAR REGRESSION/9. Project #2 - Overview.mp4 30.01 MB
4. REGRESSION KEY PERFORMANCE INDICATORS/1. Regression Metrics Intro.mp4 13.05 MB
4. REGRESSION KEY PERFORMANCE INDICATORS/2. Regression Metric Part 1.mp4 128.4 MB
4. REGRESSION KEY PERFORMANCE INDICATORS/3. Regression Metric Part 2.mp4 76.45 MB
4. REGRESSION KEY PERFORMANCE INDICATORS/4. Bias Variance Tradeoff.mp4 190.2 MB
5. POLYNOMIAL REGRESSION/1. Polynomial Regression Intro.mp4 14.81 MB
5. POLYNOMIAL REGRESSION/10. Poly Regression - Economies Linear -2.mp4 56.37 MB
5. POLYNOMIAL REGRESSION/11. Poly Regression - Economies Poly.mp4 62.63 MB
5. POLYNOMIAL REGRESSION/2. Polynomial Regression - Intuition.mp4 67.12 MB
5. POLYNOMIAL REGRESSION/3. Poly Regression - Salary Load Data.mp4 73.93 MB
5. POLYNOMIAL REGRESSION/4. Poly Regression - Visualize Data.mp4 63.6 MB
5. POLYNOMIAL REGRESSION/5. Poly Regression - Linear Trainingtesting.mp4 79.26 MB
5. POLYNOMIAL REGRESSION/6. Poly Regression - Poly Part 1.mp4 54.57 MB
5. POLYNOMIAL REGRESSION/7. Poly Regression - Poly Part 2.mp4 35.7 MB
5. POLYNOMIAL REGRESSION/8. Poly Regression Project 2 Overview.mp4 32.45 MB
5. POLYNOMIAL REGRESSION/9. Poly Regression - Economies Linear -1.mp4 48.8 MB
6. MULTIPLE LINEAR REGRESSION/1. Multiple Linear Regression Intro.mp4 19.86 MB
6. MULTIPLE LINEAR REGRESSION/10. Project #2 - Train the Model.mp4 53.08 MB
6. MULTIPLE LINEAR REGRESSION/11. Project #2 - Model Evaluation.mp4 78.64 MB
6. MULTIPLE LINEAR REGRESSION/12. Project #2 - Retraining Model.mp4 129.33 MB
6. MULTIPLE LINEAR REGRESSION/2. Multiple Linear Regression Overview.mp4 21.37 MB
6. MULTIPLE LINEAR REGRESSION/3. Project #1 - Load Data and Libraries.mp4 56.87 MB
6. MULTIPLE LINEAR REGRESSION/4. Project #1 - Data Visualization.mp4 77.59 MB
6. MULTIPLE LINEAR REGRESSION/5. Project #1 - Model Training and Evaluation.mp4 157.52 MB
6. MULTIPLE LINEAR REGRESSION/6. Project #1 - Model Results Evaluation.mp4 135.67 MB
6. MULTIPLE LINEAR REGRESSION/7. Project #2 - Overview.mp4 26.05 MB
6. MULTIPLE LINEAR REGRESSION/8. Project #2 - Load Data.mp4 69.67 MB
6. MULTIPLE LINEAR REGRESSION/9. Project #2 - Data Visualization.mp4 117.58 MB
7. LOGISTIC REGRESSION/1. Logistic Regression Intro.mp4 30.45 MB
7. LOGISTIC REGRESSION/2. Logistic Regression Intuition.mp4 64.1 MB
7. LOGISTIC REGRESSION/3. Confusion Matrix.mp4 70.58 MB
7. LOGISTIC REGRESSION/4. Project #2 - Data Import.mp4 36.96 MB
7. LOGISTIC REGRESSION/5. Project #2 - Visualization.mp4 76.77 MB
7. LOGISTIC REGRESSION/6. Project #2 - Data Cleaning.mp4 43.72 MB
7. LOGISTIC REGRESSION/7. Project #2 - Training Testing.mp4 93.33 MB
7. LOGISTIC REGRESSION/8. Model Testing Visualization.mp4 85.78 MB
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/10. Scale the Data.mp4 59.11 MB
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/12. Evaluate the Model.mp4 132.29 MB
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/14. Model Improvement with more features.mp4 90.62 MB
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/3. Theory Part 2.mp4 27.92 MB
8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/4. Theory Part 3.mp4 55.82 MB
8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/5. Theory Part 4.mp4 90.63 MB
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/7. Theory Part 6.mp4 35.82 MB
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/9. Project - Visualize Dataset.mp4 129.2 MB
9. LASSO AND RIDGE REGRESSION/1. Ridge and Lasso Intro.mp4 22.53 MB
9. LASSO AND RIDGE REGRESSION/2. Ridge Lasso Part 1.mp4 88.51 MB
9. LASSO AND RIDGE REGRESSION/3. Ridge Lasso Part 2.mp4 68.33 MB
9. LASSO AND RIDGE REGRESSION/4. Ridge Lasso Part 3.mp4 33.08 MB
9. LASSO AND RIDGE REGRESSION/5. Ridge and Lasso in Practice.mp4 141.99 MB
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