Udemy - Complete Machine Learning & Data Science with Python A-Z (4.2025)

Creation Time	Sept. 9, 2025, 6:26 a.m.
Last Access Time	Oct. 28, 2025, 7:36 a.m.
File Size	1.5 GB
Keywords	Complete 2025 with Science - Udemy Machine Python A-Z 4 Learning Data
Total Requests	202
Total Files	138
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02. Installations for Python/1. Installing Anaconda Distribution for Windows.mp4 122.7 MB
03. Evaluation Metrics in Machine Learning/4. Machine Learning With Python.mp4 89.5 MB
02. Installations for Python/3. Installing Anaconda Distribution for Linux.mp4 85.7 MB
07. Logistic Regression Algorithm in Machine Learning A-Z/2. Logistic Regression Algorithm with Python Part 1.mp4 63.7 MB
05. Linear Regression Algorithm in Machine Learning A-Z/3. Linear Regression Algorithm With Python Part 2.mp4 57.5 MB
06. Bias Variance Trade-Off in Machine Learning/1. What is Bias Variance Trade-Off.mp4 55.0 MB
05. Linear Regression Algorithm in Machine Learning A-Z/5. Linear Regression Algorithm with Python Part 4.mp4 49.8 MB
05. Linear Regression Algorithm in Machine Learning A-Z/2. Linear Regression Algorithm With Python Part 1.mp4 45.9 MB
02. Installations for Python/2. Installing Anaconda Distribution for MacOs.mp4 45.8 MB
03. Evaluation Metrics in Machine Learning/2. Machine Learning Model Performance Evaluation Classification Error Metrics.mp4 45.0 MB
07. Logistic Regression Algorithm in Machine Learning A-Z/3. Logistic Regression Algorithm with Python Part 2.mp4 44.7 MB
05. Linear Regression Algorithm in Machine Learning A-Z/4. Linear Regression Algorithm with Python Part 3.mp4 39.8 MB
07. Logistic Regression Algorithm in Machine Learning A-Z/6. Logistic Regression Algorithm with Python Part 5.mp4 39.3 MB
17. Principal Component Analysis (PCA) in Machine Learning A-Z/1. Principal Component Analysis (PCA) Theory.mp4 38.0 MB
13. Support Vector Machine Algorithm in Machine Learning A-Z/2. Support Vector Machine Algorithm with Python Part 1.mp4 33.3 MB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/3. K Nearest Neighbors Algorithm with Python Part 2.mp4 30.2 MB
10. Hyperparameter Optimization/1. Hyperparameter Optimization Theory.mp4 27.0 MB
08. K-fold Cross-Validation in Machine Learning A-Z/2. K-Fold Cross-Validation with Python.mp4 26.9 MB
11. Decision Tree Algorithm in Machine Learning A-Z/5. Decision Tree Algorithm with Python Part 4.mp4 25.1 MB
16. Hierarchical Clustering Algorithm in machine learning data science/1. Hierarchical Clustering Algorithm Theory.mp4 25.0 MB
07. Logistic Regression Algorithm in Machine Learning A-Z/5. Logistic Regression Algorithm with Python Part 4.mp4 24.6 MB
10. Hyperparameter Optimization/2. Hyperparameter Optimization with Python.mp4 23.9 MB
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/1. Support Vector Machine Algorithm Theory.mp4 21.8 MB
13. Support Vector Machine Algorithm in Machine Learning A-Z/4. Support Vector Machine Algorithm with Python Part 3.mp4 20.1 MB
12. Random Forest Algorithm in Machine Learning A-Z/3. Random Forest Algorithm with Pyhon Part 2.mp4 19.6 MB
12. Random Forest Algorithm in Machine Learning A-Z/2. Random Forest Algorithm with Pyhon Part 1.mp4 19.1 MB
07. Logistic Regression Algorithm in Machine Learning A-Z/4. Logistic Regression Algorithm with Python Part 3.mp4 18.9 MB
03. Evaluation Metrics in Machine Learning/3. Evaluating Performance Regression Error Metrics in Python.mp4 18.7 MB
02. Installations for Python/4. Overview of Jupyter Notebook and Google Colab.mp4 18.0 MB
11. Decision Tree Algorithm in Machine Learning A-Z/3. Decision Tree Algorithm with Python Part 2.mp4 17.9 MB
04. Supervised Learning with Machine Learning/1. What is Supervised Learning in Machine Learning.mp4 17.8 MB
11. Decision Tree Algorithm in Machine Learning A-Z/6. Decision Tree Algorithm with Python Part 5.mp4 17.7 MB
11. Decision Tree Algorithm in Machine Learning A-Z/1. Decision Tree Algorithm Theory.mp4 17.5 MB
15. K Means Clustering Algorithm in Machine Learning A-Z/4. K Means Clustering Algorithm with Python Part 3.mp4 17.2 MB
11. Decision Tree Algorithm in Machine Learning A-Z/2. Decision Tree Algorithm with Python Part 1.mp4 16.8 MB
13. Support Vector Machine Algorithm in Machine Learning A-Z/5. Support Vector Machine Algorithm with Python Part 4.mp4 16.3 MB
15. K Means Clustering Algorithm in Machine Learning A-Z/3. K Means Clustering Algorithm with Python Part 2.mp4 15.6 MB
15. K Means Clustering Algorithm in Machine Learning A-Z/5. K Means Clustering Algorithm with Python Part 4.mp4 15.1 MB
17. Principal Component Analysis (PCA) in Machine Learning A-Z/4. Principal Component Analysis (PCA) with Python Part 3.mp4 14.8 MB
05. Linear Regression Algorithm in Machine Learning A-Z/1. Linear Regression Algorithm Theory in Machine Learning A-Z.mp4 14.7 MB
16. Hierarchical Clustering Algorithm in machine learning data science/3. Hierarchical Clustering Algorithm with Python Part 2.mp4 14.6 MB
16. Hierarchical Clustering Algorithm in machine learning data science/2. Hierarchical Clustering Algorithm with Python Part 1.mp4 14.6 MB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/4. K Nearest Neighbors Algorithm with Python Part 3.mp4 14.0 MB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/2. K Nearest Neighbors Algorithm with Python Part 1.mp4 13.8 MB
15. K Means Clustering Algorithm in Machine Learning A-Z/2. K Means Clustering Algorithm with Python Part 1.mp4 13.3 MB
12. Random Forest Algorithm in Machine Learning A-Z/1. Random Forest Algorithm Theory.mp4 12.9 MB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/1. K Nearest Neighbors Algorithm Theory.mp4 12.9 MB
07. Logistic Regression Algorithm in Machine Learning A-Z/1. What is Logistic Regression Algorithm in Machine Learning.mp4 10.9 MB
17. Principal Component Analysis (PCA) in Machine Learning A-Z/2. Principal Component Analysis (PCA) with Python Part 1.mp4 10.4 MB
18. Recommender System Algorithm in Machine Learning A-Z/1. What is the Recommender System Part 1.mp4 9.9 MB
18. Recommender System Algorithm in Machine Learning A-Z/2. What is the Recommender System Part 2.mp4 8.5 MB
08. K-fold Cross-Validation in Machine Learning A-Z/1. K-Fold Cross-Validation Theory.mp4 7.9 MB
14. Unsupervised Learning with Machine Learning/1. Unsupervised Learning Overview.mp4 7.8 MB
03. Evaluation Metrics in Machine Learning/1. Classification vs Regression in Machine Learning.mp4 7.7 MB
15. K Means Clustering Algorithm in Machine Learning A-Z/1. K Means Clustering Algorithm Theory.mp4 7.6 MB
11. Decision Tree Algorithm in Machine Learning A-Z/4. Decision Tree Algorithm with Python Part 3.mp4 6.4 MB
01. First Contact with Machine Learning/1. What is Machine Learning.mp4 6.1 MB
01. First Contact with Machine Learning/2. Machine Learning Terminology.mp4 3.5 MB
17. Principal Component Analysis (PCA) in Machine Learning A-Z/3. Principal Component Analysis (PCA) with Python Part 2.mp4 3.5 MB
05. Linear Regression Algorithm in Machine Learning A-Z/3. Linear Regression Algorithm With Python Part 2.vtt 26.0 KB
03. Evaluation Metrics in Machine Learning/5.3 Machine Learning A-Z Quiz.html 21.8 KB
05. Linear Regression Algorithm in Machine Learning A-Z/5. Linear Regression Algorithm with Python Part 4.vtt 21.8 KB
03. Evaluation Metrics in Machine Learning/4. Machine Learning With Python.vtt 21.3 KB
03. Evaluation Metrics in Machine Learning/2. Machine Learning Model Performance Evaluation Classification Error Metrics.vtt 21.0 KB
07. Logistic Regression Algorithm in Machine Learning A-Z/3. Logistic Regression Algorithm with Python Part 2.vtt 20.9 KB
05. Linear Regression Algorithm in Machine Learning A-Z/7.5 Quiz.html 17.6 KB
05. Linear Regression Algorithm in Machine Learning A-Z/4. Linear Regression Algorithm with Python Part 3.vtt 17.4 KB
01. First Contact with Machine Learning/7.2 Python Machine Learning Quiz.html 17.4 KB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/5.8 Quiz.html 17.3 KB
16. Hierarchical Clustering Algorithm in machine learning data science/4.13 Quiz.html 17.0 KB
02. Installations for Python/2. Installing Anaconda Distribution for MacOs.vtt 17.0 KB
13. Support Vector Machine Algorithm in Machine Learning A-Z/6.10 Quiz.html 16.7 KB
05. Linear Regression Algorithm in Machine Learning A-Z/6.4 Quiz.html 16.6 KB
14. Unsupervised Learning with Machine Learning/2.11 Quiz.html 16.5 KB
07. Logistic Regression Algorithm in Machine Learning A-Z/7.7 Quiz.html 16.4 KB
05. Linear Regression Algorithm in Machine Learning A-Z/2. Linear Regression Algorithm With Python Part 1.vtt 16.3 KB
18. Recommender System Algorithm in Machine Learning A-Z/3.14 Quiz.html 16.3 KB
15. K Means Clustering Algorithm in Machine Learning A-Z/6.12 Quiz.html 16.3 KB
11. Decision Tree Algorithm in Machine Learning A-Z/7.9 Quiz.html 16.3 KB
06. Bias Variance Trade-Off in Machine Learning/2.6 Quiz.html 16.3 KB
01. First Contact with Machine Learning/6.1 Machine Learning Python Quiz.html 16.1 KB
07. Logistic Regression Algorithm in Machine Learning A-Z/2. Logistic Regression Algorithm with Python Part 1.vtt 15.9 KB
02. Installations for Python/3. Installing Anaconda Distribution for Linux.vtt 14.6 KB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/3. K Nearest Neighbors Algorithm with Python Part 2.vtt 14.3 KB
13. Support Vector Machine Algorithm in Machine Learning A-Z/4. Support Vector Machine Algorithm with Python Part 3.vtt 12.5 KB
06. Bias Variance Trade-Off in Machine Learning/1. What is Bias Variance Trade-Off.vtt 12.1 KB
10. Hyperparameter Optimization/2. Hyperparameter Optimization with Python.vtt 11.9 KB
03. Evaluation Metrics in Machine Learning/3. Evaluating Performance Regression Error Metrics in Python.vtt 11.5 KB
11. Decision Tree Algorithm in Machine Learning A-Z/1. Decision Tree Algorithm Theory.vtt 10.9 KB
02. Installations for Python/1. Installing Anaconda Distribution for Windows.vtt 10.7 KB
07. Logistic Regression Algorithm in Machine Learning A-Z/5. Logistic Regression Algorithm with Python Part 4.vtt 10.5 KB
11. Decision Tree Algorithm in Machine Learning A-Z/5. Decision Tree Algorithm with Python Part 4.vtt 10.4 KB
11. Decision Tree Algorithm in Machine Learning A-Z/3. Decision Tree Algorithm with Python Part 2.vtt 10.4 KB
13. Support Vector Machine Algorithm in Machine Learning A-Z/5. Support Vector Machine Algorithm with Python Part 4.vtt 10.0 KB
17. Principal Component Analysis (PCA) in Machine Learning A-Z/1. Principal Component Analysis (PCA) Theory.vtt 9.8 KB
13. Support Vector Machine Algorithm in Machine Learning A-Z/3. Support Vector Machine Algorithm with Python Part 2.vtt 9.5 KB
16. Hierarchical Clustering Algorithm in machine learning data science/2. Hierarchical Clustering Algorithm with Python Part 1.vtt 9.3 KB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/2. K Nearest Neighbors Algorithm with Python Part 1.vtt 9.3 KB
12. Random Forest Algorithm in Machine Learning A-Z/3. Random Forest Algorithm with Pyhon Part 2.vtt 9.2 KB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/4. K Nearest Neighbors Algorithm with Python Part 3.vtt 9.1 KB
07. Logistic Regression Algorithm in Machine Learning A-Z/4. Logistic Regression Algorithm with Python Part 3.vtt 9.0 KB
05. Linear Regression Algorithm in Machine Learning A-Z/1. Linear Regression Algorithm Theory in Machine Learning A-Z.vtt 9.0 KB
07. Logistic Regression Algorithm in Machine Learning A-Z/6. Logistic Regression Algorithm with Python Part 5.vtt 8.9 KB
11. Decision Tree Algorithm in Machine Learning A-Z/2. Decision Tree Algorithm with Python Part 1.vtt 8.7 KB
17. Principal Component Analysis (PCA) in Machine Learning A-Z/4. Principal Component Analysis (PCA) with Python Part 3.vtt 8.4 KB
15. K Means Clustering Algorithm in Machine Learning A-Z/2. K Means Clustering Algorithm with Python Part 1.vtt 8.4 KB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/1. K Nearest Neighbors Algorithm Theory.vtt 7.9 KB
08. K-fold Cross-Validation in Machine Learning A-Z/2. K-Fold Cross-Validation with Python.vtt 7.8 KB
15. K Means Clustering Algorithm in Machine Learning A-Z/3. K Means Clustering Algorithm with Python Part 2.vtt 7.8 KB
15. K Means Clustering Algorithm in Machine Learning A-Z/5. K Means Clustering Algorithm with Python Part 4.vtt 7.8 KB
15. K Means Clustering Algorithm in Machine Learning A-Z/4. K Means Clustering Algorithm with Python Part 3.vtt 7.4 KB
10. Hyperparameter Optimization/1. Hyperparameter Optimization Theory.vtt 7.3 KB
12. Random Forest Algorithm in Machine Learning A-Z/1. Random Forest Algorithm Theory.vtt 7.2 KB
12. Random Forest Algorithm in Machine Learning A-Z/2. Random Forest Algorithm with Pyhon Part 1.vtt 7.0 KB
11. Decision Tree Algorithm in Machine Learning A-Z/6. Decision Tree Algorithm with Python Part 5.vtt 7.0 KB
16. Hierarchical Clustering Algorithm in machine learning data science/3. Hierarchical Clustering Algorithm with Python Part 2.vtt 6.8 KB
13. Support Vector Machine Algorithm in Machine Learning A-Z/2. Support Vector Machine Algorithm with Python Part 1.vtt 6.7 KB
01. First Contact with Machine Learning/5. FAQ regarding Machine Learning.html 6.6 KB
13. Support Vector Machine Algorithm in Machine Learning A-Z/1. Support Vector Machine Algorithm Theory.vtt 6.4 KB
01. First Contact with Machine Learning/4. FAQ regarding Python.html 6.3 KB
04. Supervised Learning with Machine Learning/1. What is Supervised Learning in Machine Learning.vtt 5.9 KB
18. Recommender System Algorithm in Machine Learning A-Z/1. What is the Recommender System Part 1.vtt 5.7 KB
17. Principal Component Analysis (PCA) in Machine Learning A-Z/2. Principal Component Analysis (PCA) with Python Part 1.vtt 5.6 KB
07. Logistic Regression Algorithm in Machine Learning A-Z/1. What is Logistic Regression Algorithm in Machine Learning.vtt 5.3 KB
18. Recommender System Algorithm in Machine Learning A-Z/2. What is the Recommender System Part 2.vtt 5.1 KB
15. K Means Clustering Algorithm in Machine Learning A-Z/1. K Means Clustering Algorithm Theory.vtt 5.0 KB
02. Installations for Python/4. Overview of Jupyter Notebook and Google Colab.vtt 5.0 KB
08. K-fold Cross-Validation in Machine Learning A-Z/1. K-Fold Cross-Validation Theory.vtt 5.0 KB
16. Hierarchical Clustering Algorithm in machine learning data science/1. Hierarchical Clustering Algorithm Theory.vtt 4.7 KB
01. First Contact with Machine Learning/1. What is Machine Learning.vtt 4.4 KB
14. Unsupervised Learning with Machine Learning/1. Unsupervised Learning Overview.vtt 4.3 KB
11. Decision Tree Algorithm in Machine Learning A-Z/4. Decision Tree Algorithm with Python Part 3.vtt 4.2 KB
03. Evaluation Metrics in Machine Learning/1. Classification vs Regression in Machine Learning.vtt 3.8 KB
01. First Contact with Machine Learning/2. Machine Learning Terminology.vtt 2.9 KB
17. Principal Component Analysis (PCA) in Machine Learning A-Z/3. Principal Component Analysis (PCA) with Python Part 2.vtt 2.4 KB
19. Extra/1. Complete Machine Learning & Data Science with Python A-Z.html 305 bytes
01. First Contact with Machine Learning/3. Machine Learning Project Files.html 293 bytes

Udemy - Complete Machine Learning & Data Science with Python A-Z (4.2025)

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