Udemy - Complete Machine Learning & Data Science with Python A-Z (4.2025)
File List
| File | Size |
|---|---|
| 01. First Contact with Machine Learning/1. What is Machine Learning.mp4 | 6.08 MB |
| 01. First Contact with Machine Learning/1. What is Machine Learning.vtt | 4.42 KB |
| 01. First Contact with Machine Learning/2. Machine Learning Terminology.mp4 | 3.53 MB |
| 01. First Contact with Machine Learning/2. Machine Learning Terminology.vtt | 2.88 KB |
| 01. First Contact with Machine Learning/3. Machine Learning Project Files.html | 293 B |
| 01. First Contact with Machine Learning/4. FAQ regarding Python.html | 6.26 KB |
| 01. First Contact with Machine Learning/5. FAQ regarding Machine Learning.html | 6.63 KB |
| 01. First Contact with Machine Learning/6.1 Machine Learning Python Quiz.html | 16.07 KB |
| 01. First Contact with Machine Learning/7.2 Python Machine Learning Quiz.html | 17.43 KB |
| 02. Installations for Python/1. Installing Anaconda Distribution for Windows.mp4 | 122.68 MB |
| 02. Installations for Python/1. Installing Anaconda Distribution for Windows.vtt | 10.69 KB |
| 02. Installations for Python/2. Installing Anaconda Distribution for MacOs.mp4 | 45.77 MB |
| 02. Installations for Python/2. Installing Anaconda Distribution for MacOs.vtt | 16.98 KB |
| 02. Installations for Python/3. Installing Anaconda Distribution for Linux.mp4 | 85.67 MB |
| 02. Installations for Python/3. Installing Anaconda Distribution for Linux.vtt | 14.56 KB |
| 02. Installations for Python/4. Overview of Jupyter Notebook and Google Colab.mp4 | 17.98 MB |
| 02. Installations for Python/4. Overview of Jupyter Notebook and Google Colab.vtt | 5 KB |
| 03. Evaluation Metrics in Machine Learning/1. Classification vs Regression in Machine Learning.mp4 | 7.65 MB |
| 03. Evaluation Metrics in Machine Learning/1. Classification vs Regression in Machine Learning.vtt | 3.78 KB |
| 03. Evaluation Metrics in Machine Learning/2. Machine Learning Model Performance Evaluation Classification Error Metrics.mp4 | 45.04 MB |
| 03. Evaluation Metrics in Machine Learning/2. Machine Learning Model Performance Evaluation Classification Error Metrics.vtt | 21.05 KB |
| 03. Evaluation Metrics in Machine Learning/3. Evaluating Performance Regression Error Metrics in Python.mp4 | 18.66 MB |
| 03. Evaluation Metrics in Machine Learning/3. Evaluating Performance Regression Error Metrics in Python.vtt | 11.53 KB |
| 03. Evaluation Metrics in Machine Learning/4. Machine Learning With Python.mp4 | 89.52 MB |
| 03. Evaluation Metrics in Machine Learning/4. Machine Learning With Python.vtt | 21.31 KB |
| 03. Evaluation Metrics in Machine Learning/5.3 Machine Learning A-Z Quiz.html | 21.82 KB |
| 04. Supervised Learning with Machine Learning/1. What is Supervised Learning in Machine Learning.mp4 | 17.81 MB |
| 04. Supervised Learning with Machine Learning/1. What is Supervised Learning in Machine Learning.vtt | 5.9 KB |
| 05. Linear Regression Algorithm in Machine Learning A-Z/1. Linear Regression Algorithm Theory in Machine Learning A-Z.mp4 | 14.66 MB |
| 05. Linear Regression Algorithm in Machine Learning A-Z/1. Linear Regression Algorithm Theory in Machine Learning A-Z.vtt | 8.98 KB |
| 05. Linear Regression Algorithm in Machine Learning A-Z/2. Linear Regression Algorithm With Python Part 1.mp4 | 45.88 MB |
| 05. Linear Regression Algorithm in Machine Learning A-Z/2. Linear Regression Algorithm With Python Part 1.vtt | 16.33 KB |
| 05. Linear Regression Algorithm in Machine Learning A-Z/3. Linear Regression Algorithm With Python Part 2.mp4 | 57.54 MB |
| 05. Linear Regression Algorithm in Machine Learning A-Z/3. Linear Regression Algorithm With Python Part 2.vtt | 26.04 KB |
| 05. Linear Regression Algorithm in Machine Learning A-Z/4. Linear Regression Algorithm with Python Part 3.mp4 | 39.81 MB |
| 05. Linear Regression Algorithm in Machine Learning A-Z/4. Linear Regression Algorithm with Python Part 3.vtt | 17.45 KB |
| 05. Linear Regression Algorithm in Machine Learning A-Z/5. Linear Regression Algorithm with Python Part 4.mp4 | 49.78 MB |
| 05. Linear Regression Algorithm in Machine Learning A-Z/5. Linear Regression Algorithm with Python Part 4.vtt | 21.81 KB |
| 05. Linear Regression Algorithm in Machine Learning A-Z/6.4 Quiz.html | 16.61 KB |
| 05. Linear Regression Algorithm in Machine Learning A-Z/7.5 Quiz.html | 17.56 KB |
| 06. Bias Variance Trade-Off in Machine Learning/1. What is Bias Variance Trade-Off.mp4 | 55.03 MB |
| 06. Bias Variance Trade-Off in Machine Learning/1. What is Bias Variance Trade-Off.vtt | 12.09 KB |
| 06. Bias Variance Trade-Off in Machine Learning/2.6 Quiz.html | 16.26 KB |
| 07. Logistic Regression Algorithm in Machine Learning A-Z/1. What is Logistic Regression Algorithm in Machine Learning.mp4 | 10.88 MB |
| 07. Logistic Regression Algorithm in Machine Learning A-Z/1. What is Logistic Regression Algorithm in Machine Learning.vtt | 5.33 KB |
| 07. Logistic Regression Algorithm in Machine Learning A-Z/2. Logistic Regression Algorithm with Python Part 1.mp4 | 63.66 MB |
| 07. Logistic Regression Algorithm in Machine Learning A-Z/2. Logistic Regression Algorithm with Python Part 1.vtt | 15.91 KB |
| 07. Logistic Regression Algorithm in Machine Learning A-Z/3. Logistic Regression Algorithm with Python Part 2.mp4 | 44.7 MB |
| 07. Logistic Regression Algorithm in Machine Learning A-Z/3. Logistic Regression Algorithm with Python Part 2.vtt | 20.93 KB |
| 07. Logistic Regression Algorithm in Machine Learning A-Z/4. Logistic Regression Algorithm with Python Part 3.mp4 | 18.86 MB |
| 07. Logistic Regression Algorithm in Machine Learning A-Z/4. Logistic Regression Algorithm with Python Part 3.vtt | 9 KB |
| 07. Logistic Regression Algorithm in Machine Learning A-Z/5. Logistic Regression Algorithm with Python Part 4.mp4 | 24.62 MB |
| 07. Logistic Regression Algorithm in Machine Learning A-Z/5. Logistic Regression Algorithm with Python Part 4.vtt | 10.48 KB |
| 07. Logistic Regression Algorithm in Machine Learning A-Z/6. Logistic Regression Algorithm with Python Part 5.mp4 | 39.35 MB |
| 07. Logistic Regression Algorithm in Machine Learning A-Z/6. Logistic Regression Algorithm with Python Part 5.vtt | 8.95 KB |
| 07. Logistic Regression Algorithm in Machine Learning A-Z/7.7 Quiz.html | 16.4 KB |
| 08. K-fold Cross-Validation in Machine Learning A-Z/1. K-Fold Cross-Validation Theory.mp4 | 7.87 MB |
| 08. K-fold Cross-Validation in Machine Learning A-Z/1. K-Fold Cross-Validation Theory.vtt | 4.96 KB |
| 08. K-fold Cross-Validation in Machine Learning A-Z/2. K-Fold Cross-Validation with Python.mp4 | 26.88 MB |
| 08. K-fold Cross-Validation in Machine Learning A-Z/2. K-Fold Cross-Validation with Python.vtt | 7.82 KB |
| 09. K Nearest Neighbors Algorithm in Machine Learning A-Z/1. K Nearest Neighbors Algorithm Theory.mp4 | 12.92 MB |
| 09. K Nearest Neighbors Algorithm in Machine Learning A-Z/1. K Nearest Neighbors Algorithm Theory.vtt | 7.88 KB |
| 09. K Nearest Neighbors Algorithm in Machine Learning A-Z/2. K Nearest Neighbors Algorithm with Python Part 1.mp4 | 13.82 MB |
| 09. K Nearest Neighbors Algorithm in Machine Learning A-Z/2. K Nearest Neighbors Algorithm with Python Part 1.vtt | 9.25 KB |
| 09. K Nearest Neighbors Algorithm in Machine Learning A-Z/3. K Nearest Neighbors Algorithm with Python Part 2.mp4 | 30.17 MB |
| 09. K Nearest Neighbors Algorithm in Machine Learning A-Z/3. K Nearest Neighbors Algorithm with Python Part 2.vtt | 14.26 KB |
| 09. K Nearest Neighbors Algorithm in Machine Learning A-Z/4. K Nearest Neighbors Algorithm with Python Part 3.mp4 | 13.98 MB |
| 09. K Nearest Neighbors Algorithm in Machine Learning A-Z/4. K Nearest Neighbors Algorithm with Python Part 3.vtt | 9.07 KB |
| 09. K Nearest Neighbors Algorithm in Machine Learning A-Z/5.8 Quiz.html | 17.31 KB |
| 10. Hyperparameter Optimization/1. Hyperparameter Optimization Theory.mp4 | 27.05 MB |
| 10. Hyperparameter Optimization/1. Hyperparameter Optimization Theory.vtt | 7.34 KB |
| 10. Hyperparameter Optimization/2. Hyperparameter Optimization with Python.mp4 | 23.87 MB |
| 10. Hyperparameter Optimization/2. Hyperparameter Optimization with Python.vtt | 11.92 KB |
| 11. Decision Tree Algorithm in Machine Learning A-Z/1. Decision Tree Algorithm Theory.mp4 | 17.49 MB |
| 11. Decision Tree Algorithm in Machine Learning A-Z/1. Decision Tree Algorithm Theory.vtt | 10.88 KB |
| 11. Decision Tree Algorithm in Machine Learning A-Z/2. Decision Tree Algorithm with Python Part 1.mp4 | 16.75 MB |
| 11. Decision Tree Algorithm in Machine Learning A-Z/2. Decision Tree Algorithm with Python Part 1.vtt | 8.67 KB |
| 11. Decision Tree Algorithm in Machine Learning A-Z/3. Decision Tree Algorithm with Python Part 2.mp4 | 17.94 MB |
| 11. Decision Tree Algorithm in Machine Learning A-Z/3. Decision Tree Algorithm with Python Part 2.vtt | 10.43 KB |
| 11. Decision Tree Algorithm in Machine Learning A-Z/4. Decision Tree Algorithm with Python Part 3.mp4 | 6.36 MB |
| 11. Decision Tree Algorithm in Machine Learning A-Z/4. Decision Tree Algorithm with Python Part 3.vtt | 4.21 KB |
| 11. Decision Tree Algorithm in Machine Learning A-Z/5. Decision Tree Algorithm with Python Part 4.mp4 | 25.1 MB |
| 11. Decision Tree Algorithm in Machine Learning A-Z/5. Decision Tree Algorithm with Python Part 4.vtt | 10.44 KB |
| 11. Decision Tree Algorithm in Machine Learning A-Z/6. Decision Tree Algorithm with Python Part 5.mp4 | 17.71 MB |
| 11. Decision Tree Algorithm in Machine Learning A-Z/6. Decision Tree Algorithm with Python Part 5.vtt | 6.95 KB |
| 11. Decision Tree Algorithm in Machine Learning A-Z/7.9 Quiz.html | 16.29 KB |
| 12. Random Forest Algorithm in Machine Learning A-Z/1. Random Forest Algorithm Theory.mp4 | 12.93 MB |
| 12. Random Forest Algorithm in Machine Learning A-Z/1. Random Forest Algorithm Theory.vtt | 7.19 KB |
| 12. Random Forest Algorithm in Machine Learning A-Z/2. Random Forest Algorithm with Pyhon Part 1.mp4 | 19.06 MB |
| 12. Random Forest Algorithm in Machine Learning A-Z/2. Random Forest Algorithm with Pyhon Part 1.vtt | 7.04 KB |
| 12. Random Forest Algorithm in Machine Learning A-Z/3. Random Forest Algorithm with Pyhon Part 2.mp4 | 19.62 MB |
| 12. Random Forest Algorithm in Machine Learning A-Z/3. Random Forest Algorithm with Pyhon Part 2.vtt | 9.21 KB |
| 13. Support Vector Machine Algorithm in Machine Learning A-Z/1. Support Vector Machine Algorithm Theory.mp4 | 21.84 MB |
| 13. Support Vector Machine Algorithm in Machine Learning A-Z/1. Support Vector Machine Algorithm Theory.vtt | 6.41 KB |
| 13. Support Vector Machine Algorithm in Machine Learning A-Z/2. Support Vector Machine Algorithm with Python Part 1.mp4 | 33.3 MB |
| 13. Support Vector Machine Algorithm in Machine Learning A-Z/2. Support Vector Machine Algorithm with Python Part 1.vtt | 6.68 KB |
| 13. Support Vector Machine Algorithm in Machine Learning A-Z/3. Support Vector Machine Algorithm with Python Part 2.mp4 | 23.8 MB |
| 13. Support Vector Machine Algorithm in Machine Learning A-Z/3. Support Vector Machine Algorithm with Python Part 2.vtt | 9.53 KB |
| 13. Support Vector Machine Algorithm in Machine Learning A-Z/4. Support Vector Machine Algorithm with Python Part 3.mp4 | 20.13 MB |
| 13. Support Vector Machine Algorithm in Machine Learning A-Z/4. Support Vector Machine Algorithm with Python Part 3.vtt | 12.49 KB |
Trackers
No trackers found.