Udemy - Machine Learning Regression Masterclass in Python [FCS]

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size5 GB
  • Uploaded Byfcs0310
  • Downloads196
  • Last checkedMay. 17th '21
  • Date uploadedMay. 16th '21
  • Seeders 20
  • Leechers19
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Infohash : E73355C1B6B571CE7DA7607C9EA4E2FE428B4382

Udemy - Machine Learning Regression Masterclass in Python [FCS]

Build 8+ Practical Projects and Master Machine Learning Regression Techniques Using Python, Scikit Learn and Keras

Created by Dr. Ryan Ahmed, Ph.D., MBA, Mitchell Bouchard, Ligency Team
Last updated 5/2021
English
English [Auto]

For more Udemy Courses: https://freecoursesite.com
Our Forum for Discussion: https://forum.freecoursesite.com

Files:

[FreeCourseSite.com] Udemy - Machine Learning Regression Masterclass in Python 0. Websites you may like
  • [CourseClub.ME].url (0.1 KB)
  • [FCS Forum].url (0.1 KB)
  • [FreeCourseSite.com].url (0.1 KB)
1. INTRODUCTION TO THE COURSE [QUICK WIN IN FIRST 10-12 MINS]
  • 1. Course Welcome Message.mp4 (60.5 MB)
  • 1. Course Welcome Message.vtt (3.4 KB)
  • 2. Updates on Udemy Reviews.mp4 (23.1 MB)
  • 2. Updates on Udemy Reviews.vtt (1.5 KB)
  • 3. Course Overview.mp4 (53.0 MB)
  • 3. Course Overview.vtt (11.9 KB)
  • 3.1 ML Regression Course Package.zip.zip (25.4 MB)
  • 4. ML vs. DL vs. AI.mp4 (143.7 MB)
  • 4. ML vs. DL vs. AI.vtt (21.4 KB)
10. Bonus Lectures
  • 1. YOUR SPECIAL BONUS.html (1.1 KB)
2. ANACONDA AND JUPYTER INSTALLATION
  • 1. Download and Set up Anaconda.mp4 (44.7 MB)
  • 1. Download and Set up Anaconda.vtt (5.7 KB)
  • 2. What is Jupiter Notebook.mp4 (32.4 MB)
  • 2. What is Jupiter Notebook.vtt (4.5 KB)
3. SIMPLE LINEAR REGRESSION
  • 1. Intro to Simple Linear Regression.mp4 (27.1 MB)
  • 1. Intro to Simple Linear Regression.vtt (1.7 KB)
  • 10. Project #2 - Solution.mp4 (34.1 MB)
  • 10. Project #2 - Solution.vtt (5.4 KB)
  • 11. Project #2 - Visualization.mp4 (48.3 MB)
  • 11. Project #2 - Visualization.vtt (9.3 KB)
  • 12. Project #2 - Prepare Training and Testing Data.mp4 (31.9 MB)
  • 12. Project #2 - Prepare Training and Testing Data.vtt (5.8 KB)
  • 13. Project #2 - Test Model.mp4 (31.5 MB)
  • 13. Project #2 - Test Model.vtt (5.8 KB)
  • 14. Project #2 - Model Testing.mp4 (78.5 MB)
  • 14. Project #2 - Model Testing.vtt (13.3 KB)
  • 2. Simple Linear Regression Intuition.mp4 (97.9 MB)
  • 2. Simple Linear Regression Intuition.vtt (16.4 KB)
  • 3. Least Squares.mp4 (59.8 MB)
  • 3. Least Squares.vtt (9.4 KB)
  • 4. Project #1 - Overview.mp4 (126.7 MB)
  • 4. Project #1 - Overview.vtt (24.4 KB)
  • 5. Project #1 - Data Visualization.mp4 (71.4 MB)
  • 5. Project #1 - Data Visualization.vtt (14.0 KB)
  • 6. Project #1 - Divide Data into Training and Testing.mp4 (73.8 MB)
  • 6. Project #1 - Divide Data into Training and Testing.vtt (13.9 KB)
  • 7. Project #1 - Train Model.mp4 (50.2 MB)
  • 7. Project #1 - Train Model.vtt (9.8 KB)
  • 8. Project #1 - Test Model.mp4 (143.9 MB)
  • 8. Project #1 - Test Model.vtt (24.4 KB)
  • 9. Project #2 - Overview.mp4 (30.0 MB)
  • 9. Project #2 - Overview.vtt (4.3 KB)
4. REGRESSION KEY PERFORMANCE INDICATORS
  • 1. Regression Metrics Intro.mp4 (13.1 MB)
  • 1. Regression Metrics Intro.vtt (0.8 KB)
  • 2. Regression Metric Part 1.mp4 (128.4 MB)
  • 2. Regression Metric Part 1.vtt (21.5 KB)
  • 3. Regression Metric Part 2.mp4 (76.4 MB)
  • 3. Regression Metric Part 2.vtt (12.4 KB)
  • 4. Bias Variance Tradeoff.mp4 (190.2 MB)
  • 4. Bias Variance Tradeoff.vtt (28.9 KB)
5. POLYNOMIAL REGRESSION
  • 1. Polynomial Regression Intro.mp4 (14.8 MB)
  • 1. Polynomial Regression Intro.vtt (0.9 KB)
  • 10. Poly Regression - Economies Linear -2.mp4 (56.4 MB)
  • 10. Poly Regression - Economies Linear -2.vtt (9.7 KB)
  • 11. Poly Regression - Economies Poly.mp4 (62.6 MB)
  • 11. Poly Regression - Economies Poly.vtt (10.2 KB)
  • 2. Polynomial Regression - Intuition.mp4 (67.1 MB)
  • 2. Polynomial Regression - Intuition.vtt (13.0 KB)
  • 3. Poly Regression - Salary Load Data.mp4 (73.9 MB)
  • 3. Poly Regression - Salary Load Data.vtt (13.1 KB)
  • 4. Poly Regression - Visualize Data.mp4 (63.6 MB)
  • 4. Poly Regression - Visualize Data.vtt (12.0 KB)
  • 5. Poly Regression - Linear Trainingtesting.mp4 (79.3 MB)
  • 5. Poly Regression - Linear Trainingtesting.vtt (13.9 KB)
  • 6. Poly Regression - Poly Part 1.mp4 (54.6 MB)
  • 6. Poly Regression - Poly Part 1.vtt (9.4 KB)
  • 7. Poly Regression - Poly Part 2.mp4 (35.7 MB)
  • 7. Poly Regression - Poly Part 2.vtt (6.2 KB)
  • 8. Poly Regression Project 2 Overview.mp4 (32.4 MB)
  • 8. Poly Regression Project 2 Overview.vtt (4.9 KB)
  • 9. Poly Regression - Economies Linear -1.mp4 (48.8 MB)
  • 9. Poly Regression - Economies Linear -1.vtt (7.6 KB)
6. MULTIPLE LINEAR REGRESSION
  • 1. Multiple Linear Regression Intro.mp4 (19.9 MB)
  • 1. Multiple Linear Regression Intro.vtt (1.2 KB)
  • 10. Project #2 - Train the Model.mp4 (53.1 MB)
  • 10. Project #2 - Train the Model.vtt (9.7 KB)
  • 11. Project #2 - Model Evaluation.mp4 (78.6 MB)
  • 11. Project #2 - Model Evaluation.vtt (12.4 KB)
  • 12. Project #2 - Retraining Model.mp4 (129.3 MB)
  • 12. Project #2 - Retraining Model.vtt (16.7 KB)
  • 2. Multiple Linear Regression Overview.mp4 (21.4 MB)
  • 2. Multiple Linear Regression Overview.vtt (4.0 KB)
  • 3. Project #1 - Load Data and Libraries.mp4 (56.9 MB)
  • 3. Project #1 - Load Data and Libraries.vtt (9.3 KB)
  • 4. Project #1 - Data Visualization.mp4 (77.6 MB)
  • 4. Project #1 - Data Visualization.vtt (12.6 KB)
  • 5. Project #1 - Model Training and Evaluation.mp4 (157.5 MB)
  • 5. Project #1 - Model Training and Evaluation.vtt (25.2 KB)
  • 6. Project #1 - Model Results Evaluation.mp4 (135.7 MB)
  • 6. Project #1 - Model Results Evaluation.vtt (20.6 KB)
  • 7. Project #2 - Overview.mp4 (26.1 MB)
  • 7. Project #2 - Overview.vtt (4.2 KB)
  • 8. Project #2 - Load Data.mp4 (69.7 MB)
  • 8. Project #2 - Load Data.vtt (9.8 KB)
  • 9. Project #2 - Data Visualization.mp4 (117.6 MB)
  • 9. Project #2 - Data Visualization.vtt (16.4 KB)
7. LOGISTIC REGRESSION
  • 1. Logistic Regression Intro.mp4 (30.4 MB)
  • 1. Logistic

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