[FreeCourseSite com] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science
File List
| File | Size |
|---|---|
| 0. Websites you may like/[CourseClub.ME].url | 122 B |
| 0. Websites you may like/[FCS Forum].url | 133 B |
| 0. Websites you may like/[FreeCourseSite.com].url | 127 B |
| 1. Welcome to the course!/1. Applications of Machine Learning.mp4 | 7.99 MB |
| 1. Welcome to the course!/1. Applications of Machine Learning.vtt | 4.64 KB |
| 1. Welcome to the course!/10. Installing R and R Studio (Mac, Linux & Windows).mp4 | 17.55 MB |
| 1. Welcome to the course!/10. Installing R and R Studio (Mac, Linux & Windows).vtt | 7.94 KB |
| 1. Welcome to the course!/11. BONUS Meet your instructors.html | 1.04 KB |
| 1. Welcome to the course!/12. Some Additional Resources.html | 551 B |
| 1. Welcome to the course!/13. FAQBot!.html | 1.76 KB |
| 1. Welcome to the course!/2. BONUS Learning Paths.html | 2.37 KB |
| 1. Welcome to the course!/3. Why Machine Learning is the Future.mp4 | 12.81 MB |
| 1. Welcome to the course!/3. Why Machine Learning is the Future.vtt | 8.12 KB |
| 1. Welcome to the course!/4. Important notes, tips & tricks for this course.html | 3.24 KB |
| 1. Welcome to the course!/5. This PDF resource will help you a lot.html | 1.49 KB |
| 1. Welcome to the course!/5.1 Machine_Learning_A_Z_Q_A.pdf.pdf | 2.26 MB |
| 1. Welcome to the course!/6. The whole code folder of the course.html | 1.02 KB |
| 1. Welcome to the course!/6.1 Machine_Learning_A-Z_New.zip.zip | 228.44 MB |
| 1. Welcome to the course!/7. Updates on Udemy Reviews.mp4 | 52.92 MB |
| 1. Welcome to the course!/7. Updates on Udemy Reviews.vtt | 52.93 MB |
| 1. Welcome to the course!/8. Installing Python and Anaconda (Mac, Linux & Windows).mp4 | 19.52 MB |
| 1. Welcome to the course!/8. Installing Python and Anaconda (Mac, Linux & Windows).vtt | 10.98 KB |
| 1. Welcome to the course!/9. Update Recommended Anaconda Version.html | 1.32 KB |
| 10. Evaluating Regression Models Performance/1. R-Squared Intuition.mp4 | 8.85 MB |
| 10. Evaluating Regression Models Performance/1. R-Squared Intuition.vtt | 6.46 KB |
| 10. Evaluating Regression Models Performance/2. Adjusted R-Squared Intuition.mp4 | 19.28 MB |
| 10. Evaluating Regression Models Performance/2. Adjusted R-Squared Intuition.vtt | 12.99 KB |
| 10. Evaluating Regression Models Performance/3. Evaluating Regression Models Performance - Homework's Final Part.mp4 | 21.89 MB |
| 10. Evaluating Regression Models Performance/3. Evaluating Regression Models Performance - Homework's Final Part.vtt | 11.59 KB |
| 10. Evaluating Regression Models Performance/4. Interpreting Linear Regression Coefficients.mp4 | 24.21 MB |
| 10. Evaluating Regression Models Performance/4. Interpreting Linear Regression Coefficients.vtt | 12.02 KB |
| 10. Evaluating Regression Models Performance/5. Conclusion of Part 2 - Regression.html | 2.91 KB |
| 11. -------------------- Part 3 Classification --------------------/1. Welcome to Part 3 - Classification.html | 831 B |
| 12. Logistic Regression/1. Logistic Regression Intuition.mp4 | 29.17 MB |
| 12. Logistic Regression/1. Logistic Regression Intuition.vtt | 20.91 KB |
| 12. Logistic Regression/10. Logistic Regression in R - Step 2.mp4 | 7.85 MB |
| 12. Logistic Regression/10. Logistic Regression in R - Step 2.vtt | 3.92 KB |
| 12. Logistic Regression/11. Logistic Regression in R - Step 3.mp4 | 14.59 MB |
| 12. Logistic Regression/11. Logistic Regression in R - Step 3.vtt | 6.65 KB |
| 12. Logistic Regression/12. Logistic Regression in R - Step 4.mp4 | 6.91 MB |
| 12. Logistic Regression/12. Logistic Regression in R - Step 4.vtt | 3.55 KB |
| 12. Logistic Regression/13. Logistic Regression in R - Step 5.mp4 | 51.68 MB |
| 12. Logistic Regression/13. Logistic Regression in R - Step 5.vtt | 26 KB |
| 12. Logistic Regression/14. R Classification Template.mp4 | 12.47 MB |
| 12. Logistic Regression/14. R Classification Template.vtt | 6.06 KB |
| 12. Logistic Regression/15. Logistic Regression.html | 118 B |
| 12. Logistic Regression/2. How to get the dataset.mp4 | 11.71 MB |
| 12. Logistic Regression/2. How to get the dataset.vtt | 4.23 KB |
| 12. Logistic Regression/3. Logistic Regression in Python - Step 1.mp4 | 12.93 MB |
| 12. Logistic Regression/3. Logistic Regression in Python - Step 1.vtt | 2.26 MB |
| 12. Logistic Regression/4. Logistic Regression in Python - Step 2.mp4 | 8.24 MB |
| 12. Logistic Regression/4. Logistic Regression in Python - Step 2.vtt | 4.42 KB |
| 12. Logistic Regression/5. Logistic Regression in Python - Step 3.mp4 | 5.98 MB |
| 12. Logistic Regression/5. Logistic Regression in Python - Step 3.vtt | 3.66 KB |
| 12. Logistic Regression/6. Logistic Regression in Python - Step 4.mp4 | 10.38 MB |
| 12. Logistic Regression/6. Logistic Regression in Python - Step 4.vtt | 6.37 KB |
| 12. Logistic Regression/7. Logistic Regression in Python - Step 5.mp4 | 42.55 MB |
| 12. Logistic Regression/7. Logistic Regression in Python - Step 5.vtt | 26.48 KB |
| 12. Logistic Regression/8. Python Classification Template.mp4 | 12.06 MB |
| 12. Logistic Regression/8. Python Classification Template.vtt | 5.48 KB |
| 12. Logistic Regression/9. Logistic Regression in R - Step 1.mp4 | 12.59 MB |
| 12. Logistic Regression/9. Logistic Regression in R - Step 1.vtt | 7.92 KB |
| 13. K-Nearest Neighbors (K-NN)/1. K-Nearest Neighbor Intuition.mp4 | 9.28 MB |
| 13. K-Nearest Neighbors (K-NN)/1. K-Nearest Neighbor Intuition.vtt | 7.23 KB |
| 13. K-Nearest Neighbors (K-NN)/2. How to get the dataset.mp4 | 11.71 MB |
| 13. K-Nearest Neighbors (K-NN)/2. How to get the dataset.vtt | 4.23 KB |
| 13. K-Nearest Neighbors (K-NN)/3. K-NN in Python.mp4 | 35.21 MB |
| 13. K-Nearest Neighbors (K-NN)/3. K-NN in Python.vtt | 18.76 KB |
| 13. K-Nearest Neighbors (K-NN)/4. K-NN in R.mp4 | 41.37 MB |
| 13. K-Nearest Neighbors (K-NN)/4. K-NN in R.vtt | 20.68 KB |
| 13. K-Nearest Neighbors (K-NN)/5. K-Nearest Neighbor.html | 118 B |
| 14. Support Vector Machine (SVM)/1. SVM Intuition.mp4 | 18.01 MB |
| 14. Support Vector Machine (SVM)/1. SVM Intuition.vtt | 14.19 KB |
| 14. Support Vector Machine (SVM)/2. How to get the dataset.mp4 | 11.72 MB |
| 14. Support Vector Machine (SVM)/2. How to get the dataset.vtt | 4.23 KB |
| 14. Support Vector Machine (SVM)/3. SVM in Python.mp4 | 31.16 MB |
| 14. Support Vector Machine (SVM)/3. SVM in Python.vtt | 16.91 KB |
| 14. Support Vector Machine (SVM)/4. SVM in R.mp4 | 32.26 MB |
| 14. Support Vector Machine (SVM)/4. SVM in R.vtt | 16.36 KB |
| 14. Support Vector Machine (SVM)/4.1 SVM.zip.zip | 8.27 KB |
| 15. Kernel SVM/1. Kernel SVM Intuition.mp4 | 5.79 MB |
| 15. Kernel SVM/1. Kernel SVM Intuition.vtt | 3.92 KB |
| 15. Kernel SVM/2. Mapping to a higher dimension.mp4 | 13.74 MB |
| 15. Kernel SVM/2. Mapping to a higher dimension.vtt | 9.32 KB |
| 15. Kernel SVM/3. The Kernel Trick.mp4 | 29.28 MB |
| 15. Kernel SVM/3. The Kernel Trick.vtt | 14.43 KB |
| 15. Kernel SVM/4. Types of Kernel Functions.mp4 | 12.31 MB |
| 15. Kernel SVM/4. Types of Kernel Functions.vtt | 4.37 KB |
| 15. Kernel SVM/5. How to get the dataset.mp4 | 11.71 MB |
| 15. Kernel SVM/5. How to get the dataset.vtt | 4.23 KB |
| 15. Kernel SVM/6. Kernel SVM in Python.mp4 | 41.62 MB |
| 15. Kernel SVM/6. Kernel SVM in Python.vtt | 24.98 KB |
| 15. Kernel SVM/7. Kernel SVM in R.mp4 | 40.45 MB |
| 15. Kernel SVM/7. Kernel SVM in R.vtt | 22.66 KB |
| 16. Naive Bayes/1. Bayes Theorem.mp4 | 43.9 MB |
| 16. Naive Bayes/1. Bayes Theorem.vtt | 30.66 KB |
| 16. Naive Bayes/2. Naive Bayes Intuition.mp4 | 27.79 MB |
| 16. Naive Bayes/2. Naive Bayes Intuition.vtt | 20.89 KB |
| 16. Naive Bayes/3. Naive Bayes Intuition (Challenge Reveal).mp4 | 13.28 MB |
| 16. Naive Bayes/3. Naive Bayes Intuition (Challenge Reveal).vtt | 8.57 KB |
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