Filename | Size |
| 1. Welcome to the course!/1. Applications of Machine Learning.mp4 | 8 MB |
| 1. Welcome to the course!/1. Applications of Machine Learning.vtt | 4.6 KB |
| 1. Welcome to the course!/2. Why Machine Learning is the Future.mp4 | 12.8 MB |
| 1. Welcome to the course!/2. Why Machine Learning is the Future.vtt | 8.1 KB |
| 1. Welcome to the course!/3. Important notes, tips & tricks for this course.html | 3.7 KB |
| 1. Welcome to the course!/4. This PDF resource will help you a lot.html | 1.5 KB |
| 1. Welcome to the course!/4.1 Machine_Learning_A_Z_Q_A.pdf.pdf | 2.3 MB |
| 1. Welcome to the course!/5. Updates on Udemy Reviews.mp4 | 52.9 MB |
| 1. Welcome to the course!/5. Updates on Udemy Reviews.vtt | 3.6 KB |
| 1. Welcome to the course!/6. Installing Python and Anaconda (Mac, Linux & Windows).mp4 | 19.5 MB |
| 1. Welcome to the course!/6. Installing Python and Anaconda (Mac, Linux & Windows).vtt | 11 KB |
| 1. Welcome to the course!/7. Update Recommended Anaconda Version.html | 1.3 KB |
| 1. Welcome to the course!/8. Installing R and R Studio (Mac, Linux & Windows).mp4 | 17.6 MB |
| 1. Welcome to the course!/8. Installing R and R Studio (Mac, Linux & Windows).vtt | 8.2 KB |
| 1. Welcome to the course!/9. BONUS Meet your instructors.html | 1 KB |
| 10. Evaluating Regression Models Performance/1. R-Squared Intuition.mp4 | 8.9 MB |
| 10. Evaluating Regression Models Performance/1. R-Squared Intuition.vtt | 6.5 KB |
| 10. Evaluating Regression Models Performance/2. Adjusted R-Squared Intuition.mp4 | 19.3 MB |
| 10. Evaluating Regression Models Performance/2. Adjusted R-Squared Intuition.vtt | 13 KB |
| 10. Evaluating Regression Models Performance/3. Evaluating Regression Models Performance - Homework's Final Part.mp4 | 21.9 MB |
| 10. Evaluating Regression Models Performance/3. Evaluating Regression Models Performance - Homework's Final Part.vtt | 11.6 KB |
| 10. Evaluating Regression Models Performance/4. Interpreting Linear Regression Coefficients.mp4 | 24.2 MB |
| 10. Evaluating Regression Models Performance/4. Interpreting Linear Regression Coefficients.vtt | 12 KB |
| 10. Evaluating Regression Models Performance/5. Conclusion of Part 2 - Regression.html | 3.2 KB |
| 11. -------------------- Part 3 Classification --------------------/1. Welcome to Part 3 - Classification.html | 831 B |
| 12. Logistic Regression/1. Logistic Regression Intuition.mp4 | 29.2 MB |
| 12. Logistic Regression/1. Logistic Regression Intuition.vtt | 20.9 KB |
| 12. Logistic Regression/10. Logistic Regression in R - Step 2.mp4 | 7.8 MB |
| 12. Logistic Regression/10. Logistic Regression in R - Step 2.vtt | 3.9 KB |
| 12. Logistic Regression/11. Logistic Regression in R - Step 3.mp4 | 14.6 MB |
| 12. Logistic Regression/11. Logistic Regression in R - Step 3.vtt | 6.6 KB |
| 12. Logistic Regression/12. Logistic Regression in R - Step 4.mp4 | 6.9 MB |
| 12. Logistic Regression/12. Logistic Regression in R - Step 4.vtt | 3.6 KB |
| 12. Logistic Regression/13. Logistic Regression in R - Step 5.mp4 | 51.7 MB |
| 12. Logistic Regression/13. Logistic Regression in R - Step 5.vtt | 26 KB |
| 12. Logistic Regression/14. R Classification Template.mp4 | 12.5 MB |
| 12. Logistic Regression/14. R Classification Template.vtt | 6.1 KB |
| 12. Logistic Regression/15. Logistic Regression.html | 121 B |
| 12. Logistic Regression/2. How to get the dataset.mp4 | 11.7 MB |
| 12. Logistic Regression/2. How to get the dataset.vtt | 4.2 KB |
| 12. Logistic Regression/3. Logistic Regression in Python - Step 1.mp4 | 12.9 MB |
| 12. Logistic Regression/3. Logistic Regression in Python - Step 1.vtt | 7.8 KB |
| 12. Logistic Regression/4. Logistic Regression in Python - Step 2.mp4 | 8.2 MB |
| 12. Logistic Regression/4. Logistic Regression in Python - Step 2.vtt | 4.4 KB |
| 12. Logistic Regression/5. Logistic Regression in Python - Step 3.mp4 | 6 MB |
| 12. Logistic Regression/5. Logistic Regression in Python - Step 3.vtt | 3.7 KB |
| 12. Logistic Regression/6. Logistic Regression in Python - Step 4.mp4 | 10.4 MB |
| 12. Logistic Regression/6. Logistic Regression in Python - Step 4.vtt | 6.4 KB |
| 12. Logistic Regression/7. Logistic Regression in Python - Step 5.mp4 | 42.6 MB |
| 12. Logistic Regression/7. Logistic Regression in Python - Step 5.vtt | 26.5 KB |
| 12. Logistic Regression/8. Python Classification Template.mp4 | 12.1 MB |
| 12. Logistic Regression/8. Python Classification Template.vtt | 5.5 KB |
| 12. Logistic Regression/9. Logistic Regression in R - Step 1.mp4 | 12.6 MB |
| 12. Logistic Regression/9. Logistic Regression in R - Step 1.vtt | 7.9 KB |
| 13. K-Nearest Neighbors (K-NN)/1. K-Nearest Neighbor Intuition.mp4 | 9.3 MB |
| 13. K-Nearest Neighbors (K-NN)/1. K-Nearest Neighbor Intuition.vtt | 7.2 KB |
| 13. K-Nearest Neighbors (K-NN)/2. How to get the dataset.mp4 | 11.7 MB |
| 13. K-Nearest Neighbors (K-NN)/2. How to get the dataset.vtt | 4.2 KB |
| 13. K-Nearest Neighbors (K-NN)/3. K-NN in Python.mp4 | 35.2 MB |
| 13. K-Nearest Neighbors (K-NN)/3. K-NN in Python.vtt | 18.8 KB |
| 13. K-Nearest Neighbors (K-NN)/4. K-NN in R.mp4 | 41.4 MB |
| 13. K-Nearest Neighbors (K-NN)/4. K-NN in R.vtt | 20.7 KB |
| 13. K-Nearest Neighbors (K-NN)/5. K-Nearest Neighbor.html | 121 B |
| 14. Support Vector Machine (SVM)/1. SVM Intuition.mp4 | 18 MB |
| 14. Support Vector Machine (SVM)/1. SVM Intuition.vtt | 14.2 KB |
| 14. Support Vector Machine (SVM)/2. How to get the dataset.mp4 | 11.7 MB |
| 14. Support Vector Machine (SVM)/2. How to get the dataset.vtt | 4.2 KB |
| 14. Support Vector Machine (SVM)/3. SVM in Python.mp4 | 31.2 MB |
| 14. Support Vector Machine (SVM)/3. SVM in Python.vtt | 16.9 KB |
| 14. Support Vector Machine (SVM)/4. SVM in R.mp4 | 32.3 MB |
| 14. Support Vector Machine (SVM)/4. SVM in R.vtt | 16.4 KB |
| 14. Support Vector Machine (SVM)/4.1 SVM.zip.zip | 8.3 KB |
| 15. Kernel SVM/1. Kernel SVM Intuition.mp4 | 5.8 MB |
| 15. Kernel SVM/1. Kernel SVM Intuition.vtt | 3.9 KB |
| 15. Kernel SVM/2. Mapping to a higher dimension.mp4 | 13.7 MB |
| 15. Kernel SVM/2. Mapping to a higher dimension.vtt | 9.3 KB |
| 15. Kernel SVM/3. The Kernel Trick.mp4 | 29.3 MB |
| 15. Kernel SVM/3. The Kernel Trick.vtt | 14.4 KB |
| 15. Kernel SVM/4. Types of Kernel Functions.mp4 | 12.3 MB |
| 15. Kernel SVM/4. Types of Kernel Functions.vtt | 4.4 KB |
| 15. Kernel SVM/5. How to get the dataset.mp4 | 11.7 MB |
| 15. Kernel SVM/5. How to get the dataset.vtt | 4.2 KB |
| 15. Kernel SVM/6. Kernel SVM in Python.mp4 | 41.6 MB |
| 15. Kernel SVM/6. Kernel SVM in Python.vtt | 25 KB |
| 15. Kernel SVM/7. Kernel SVM in R.mp4 | 40.5 MB |
| 15. Kernel SVM/7. Kernel SVM in R.vtt | 22.7 KB |
| 16. Naive Bayes/1. Bayes Theorem.mp4 | 43.9 MB |
| 16. Naive Bayes/1. Bayes Theorem.vtt | 30.7 KB |
| 16. Naive Bayes/2. Naive Bayes Intuition.mp4 | 27.8 MB |
| 16. Naive Bayes/2. Naive Bayes Intuition.vtt | 20.9 KB |
| 16. Naive Bayes/3. Naive Bayes Intuition (Challenge Reveal).mp4 | 13.3 MB |
| 16. Naive Bayes/3. Naive Bayes Intuition (Challenge Reveal).vtt | 8.6 KB |
| 16. Naive Bayes/4. Naive Bayes Intuition (Extras).mp4 | 18.9 MB |
| 16. Naive Bayes/4. Naive Bayes Intuition (Extras).vtt | 14.3 KB |
| 16. Naive Bayes/5. How to get the dataset.mp4 | 11.7 MB |
| 16. Naive Bayes/5. How to get the dataset.vtt | 4.2 KB |
| 16. Naive Bayes/6. Naive Bayes in Python.mp4 | 23.4 MB |
| 16. Naive Bayes/6. Naive Bayes in Python.vtt | 12.2 KB |
| 16. Naive Bayes/7. Naive Bayes in R.mp4 | 37.3 MB |