FreeCourseSite com Udemy Machine Learning Regression Masterclass in Python

FreeCourseSite com Udemy Machine Learning Regression Masterclass in Python

Name	[FreeCourseSite.com] Udemy - Machine Learning Regression Masterclass in Python	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	5.3 GB
Total Files	153
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Hash	E73355C1B6B571CE7DA7607C9EA4E2FE428B4382

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1. INTRODUCTION TO THE COURSE [QUICK WIN IN FIRST 10-12 MINS]/
1. Course Welcome Message.mp4	63.4 MB
1. Course Welcome Message.vtt	3.5 KB
2. Updates on Udemy Reviews.mp4	24.2 MB
2. Updates on Udemy Reviews.vtt	1.5 KB
3. Course Overview.mp4	55.6 MB
3. Course Overview.vtt	12.2 KB
3.1 ML Regression Course Package.zip.zip	26.6 MB
4. ML vs. DL vs. AI.mp4	150.7 MB
4. ML vs. DL vs. AI.vtt	21.9 KB
10. Bonus Lectures/
1. YOUR SPECIAL BONUS.html	1.1 KB
2. ANACONDA AND JUPYTER INSTALLATION/
1. Download and Set up Anaconda.mp4	46.9 MB
1. Download and Set up Anaconda.vtt	5.8 KB
2. What is Jupiter Notebook.mp4	34.0 MB
2. What is Jupiter Notebook.vtt	4.7 KB
3. SIMPLE LINEAR REGRESSION/
1. Intro to Simple Linear Regression.mp4	28.5 MB
1. Intro to Simple Linear Regression.vtt	1.7 KB
10. Project #2 - Solution.mp4	35.7 MB
10. Project #2 - Solution.vtt	5.5 KB
11. Project #2 - Visualization.mp4	50.6 MB
11. Project #2 - Visualization.vtt	9.5 KB
12. Project #2 - Prepare Training and Testing Data.mp4	33.5 MB
12. Project #2 - Prepare Training and Testing Data.vtt	6.0 KB
13. Project #2 - Test Model.mp4	33.1 MB
13. Project #2 - Test Model.vtt	5.9 KB
14. Project #2 - Model Testing.mp4	82.3 MB
14. Project #2 - Model Testing.vtt	13.6 KB
2. Simple Linear Regression Intuition.mp4	102.6 MB
2. Simple Linear Regression Intuition.vtt	16.8 KB
3. Least Squares.mp4	62.7 MB
3. Least Squares.vtt	9.6 KB
4. Project #1 - Overview.mp4	132.9 MB
4. Project #1 - Overview.vtt	24.9 KB
5. Project #1 - Data Visualization.mp4	74.9 MB
5. Project #1 - Data Visualization.vtt	14.3 KB
6. Project #1 - Divide Data into Training and Testing.mp4	77.4 MB
6. Project #1 - Divide Data into Training and Testing.vtt	14.3 KB
7. Project #1 - Train Model.mp4	52.7 MB
7. Project #1 - Train Model.vtt	10.1 KB
8. Project #1 - Test Model.mp4	150.8 MB
8. Project #1 - Test Model.vtt	25.0 KB
9. Project #2 - Overview.mp4	31.5 MB
9. Project #2 - Overview.vtt	4.4 KB
4. REGRESSION KEY PERFORMANCE INDICATORS/
1. Regression Metrics Intro.mp4	13.7 MB
1. Regression Metrics Intro.vtt	0.8 KB
2. Regression Metric Part 1.mp4	134.6 MB
2. Regression Metric Part 1.vtt	22.0 KB
3. Regression Metric Part 2.mp4	80.2 MB
3. Regression Metric Part 2.vtt	12.7 KB
4. Bias Variance Tradeoff.mp4	199.4 MB
4. Bias Variance Tradeoff.vtt	29.6 KB
5. POLYNOMIAL REGRESSION/
1. Polynomial Regression Intro.mp4	15.5 MB
1. Polynomial Regression Intro.vtt	0.9 KB
10. Poly Regression - Economies Linear -2.mp4	59.1 MB
10. Poly Regression - Economies Linear -2.vtt	10.0 KB
11. Poly Regression - Economies Poly.mp4	65.7 MB
11. Poly Regression - Economies Poly.vtt	10.5 KB
2. Polynomial Regression - Intuition.mp4	70.4 MB
2. Polynomial Regression - Intuition.vtt	13.3 KB
3. Poly Regression - Salary Load Data.mp4	77.5 MB
3. Poly Regression - Salary Load Data.vtt	13.4 KB
4. Poly Regression - Visualize Data.mp4	66.7 MB
4. Poly Regression - Visualize Data.vtt	12.3 KB
5. Poly Regression - Linear Trainingtesting.mp4	83.1 MB
5. Poly Regression - Linear Trainingtesting.vtt	14.2 KB
6. Poly Regression - Poly Part 1.mp4	57.2 MB
6. Poly Regression - Poly Part 1.vtt	9.6 KB
7. Poly Regression - Poly Part 2.mp4	37.4 MB
7. Poly Regression - Poly Part 2.vtt	6.3 KB
8. Poly Regression Project 2 Overview.mp4	34.0 MB
8. Poly Regression Project 2 Overview.vtt	5.0 KB
9. Poly Regression - Economies Linear -1.mp4	51.2 MB
9. Poly Regression - Economies Linear -1.vtt	7.8 KB
6. MULTIPLE LINEAR REGRESSION/
1. Multiple Linear Regression Intro.mp4	20.8 MB
1. Multiple Linear Regression Intro.vtt	1.2 KB
10. Project #2 - Train the Model.mp4	55.7 MB
10. Project #2 - Train the Model.vtt	10.0 KB
11. Project #2 - Model Evaluation.mp4	82.5 MB
11. Project #2 - Model Evaluation.vtt	12.7 KB
12. Project #2 - Retraining Model.mp4	135.6 MB
12. Project #2 - Retraining Model.vtt	17.1 KB
2. Multiple Linear Regression Overview.mp4	22.4 MB
2. Multiple Linear Regression Overview.vtt	4.1 KB
3. Project #1 - Load Data and Libraries.mp4	59.6 MB
3. Project #1 - Load Data and Libraries.vtt	9.6 KB
4. Project #1 - Data Visualization.mp4	81.4 MB
4. Project #1 - Data Visualization.vtt	12.9 KB
5. Project #1 - Model Training and Evaluation.mp4	165.2 MB
5. Project #1 - Model Training and Evaluation.vtt	25.8 KB
6. Project #1 - Model Results Evaluation.mp4	142.3 MB
6. Project #1 - Model Results Evaluation.vtt	21.1 KB
7. Project #2 - Overview.mp4	27.3 MB
7. Project #2 - Overview.vtt	4.3 KB
8. Project #2 - Load Data.mp4	73.1 MB
8. Project #2 - Load Data.vtt	10.1 KB
9. Project #2 - Data Visualization.mp4	123.3 MB
9. Project #2 - Data Visualization.vtt	16.8 KB
7. LOGISTIC REGRESSION/
1. Logistic Regression Intro.mp4	31.9 MB
1. Logistic Regression Intro.vtt	1.8 KB
2. Logistic Regression Intuition.mp4	67.2 MB
2. Logistic Regression Intuition.vtt	10.9 KB
3. Confusion Matrix.mp4	74.0 MB
3. Confusion Matrix.vtt	16.2 KB
4. Project #2 - Data Import.mp4	38.8 MB
4. Project #2 - Data Import.vtt	6.3 KB
5. Project #2 - Visualization.mp4	80.5 MB
5. Project #2 - Visualization.vtt	14.0 KB
6. Project #2 - Data Cleaning.mp4	45.8 MB
6. Project #2 - Data Cleaning.vtt	7.4 KB
7. Project #2 - Training Testing.mp4	97.9 MB
7. Project #2 - Training Testing.vtt	16.0 KB
8. Model Testing Visualization.mp4	89.9 MB
8. Model Testing Visualization.vtt	13.2 KB
8. APPLY ARTIFICIAL NEURAL NETWORKS TO PERFROM REGRESSION TASKS/
1. Artificial Neural Networks Intro.mp4	17.0 MB
1. Artificial Neural Networks Intro.vtt	1.0 KB
10. Scale the Data.mp4	62.0 MB
10. Scale the Data.vtt	8.9 KB
11. Train the Model.mp4	127.7 MB
11. Train the Model.vtt	18.6 KB
12. Evaluate the Model.mp4	138.7 MB
12. Evaluate the Model.vtt	20.2 KB
13. Multiple Linear regression.mp4	76.0 MB
13. Multiple Linear regression.vtt	10.0 KB
14. Model Improvement with more features.mp4	95.0 MB
14. Model Improvement with more features.vtt	12.1 KB
2. Theory Part 1.mp4	41.9 MB
2. Theory Part 1.vtt	7.5 KB
3. Theory Part 2.mp4	29.3 MB
3. Theory Part 2.vtt	5.1 KB
4. Theory Part 3.mp4	58.5 MB
4. Theory Part 3.vtt	9.8 KB
5. Theory Part 4.mp4	95.0 MB
5. Theory Part 4.vtt	13.7 KB
6. Theory Part 5.mp4	52.8 MB
6. Theory Part 5.vtt	9.1 KB
7. Theory Part 6.mp4	37.6 MB
7. Theory Part 6.vtt	7.1 KB
8. Project - Load Dataset.mp4	91.0 MB
8. Project - Load Dataset.vtt	13.4 KB
9. Project - Visualize Dataset.mp4	135.5 MB
9. Project - Visualize Dataset.vtt	15.9 KB
9. LASSO AND RIDGE REGRESSION/
1. Ridge and Lasso Intro.mp4	23.6 MB
1. Ridge and Lasso Intro.vtt	1.2 KB
2. Ridge Lasso Part 1.mp4	92.8 MB
2. Ridge Lasso Part 1.vtt	12.8 KB
3. Ridge Lasso Part 2.mp4	71.6 MB
3. Ridge Lasso Part 2.vtt	10.2 KB
4. Ridge Lasso Part 3.mp4	34.7 MB
4. Ridge Lasso Part 3.vtt	5.3 KB
5. Ridge and Lasso in Practice.mp4	148.9 MB
5. Ridge and Lasso in Practice.vtt	18.8 KB
Total files 153