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

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File Name
Size
01. First Contact with Machine Learning/1. What is Machine Learning.mp4
6.1 MB
01. First Contact with Machine Learning/1. What is Machine Learning.vtt
4.4 kB
01. First Contact with Machine Learning/2. Machine Learning Terminology.mp4
3.5 MB
01. First Contact with Machine Learning/2. Machine Learning Terminology.vtt
2.9 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
6.3 kB
01. First Contact with Machine Learning/5. FAQ regarding Machine Learning.html
6.6 kB
01. First Contact with Machine Learning/6.1 Machine Learning Python Quiz.html
16 kB
01. First Contact with Machine Learning/7.2 Python Machine Learning Quiz.html
17 kB
02. Installations for Python/1. Installing Anaconda Distribution for Windows.mp4
123 MB
02. Installations for Python/1. Installing Anaconda Distribution for Windows.vtt
11 kB
02. Installations for Python/2. Installing Anaconda Distribution for MacOs.mp4
46 MB
02. Installations for Python/2. Installing Anaconda Distribution for MacOs.vtt
17 kB
02. Installations for Python/3. Installing Anaconda Distribution for Linux.mp4
86 MB
02. Installations for Python/3. Installing Anaconda Distribution for Linux.vtt
15 kB
02. Installations for Python/4. Overview of Jupyter Notebook and Google Colab.mp4
18 MB
02. Installations for Python/4. Overview of Jupyter Notebook and Google Colab.vtt
5.0 kB
03. Evaluation Metrics in Machine Learning/1. Classification vs Regression in Machine Learning.mp4
7.7 MB
03. Evaluation Metrics in Machine Learning/1. Classification vs Regression in Machine Learning.vtt
3.8 kB
03. Evaluation Metrics in Machine Learning/2. Machine Learning Model Performance Evaluation Classification Error Metrics.mp4
45 MB
03. Evaluation Metrics in Machine Learning/2. Machine Learning Model Performance Evaluation Classification Error Metrics.vtt
21 kB
03. Evaluation Metrics in Machine Learning/3. Evaluating Performance Regression Error Metrics in Python.mp4
19 MB
03. Evaluation Metrics in Machine Learning/3. Evaluating Performance Regression Error Metrics in Python.vtt
12 kB
03. Evaluation Metrics in Machine Learning/4. Machine Learning With Python.mp4
90 MB
03. Evaluation Metrics in Machine Learning/4. Machine Learning With Python.vtt
21 kB
03. Evaluation Metrics in Machine Learning/5.3 Machine Learning A-Z Quiz.html
22 kB
04. Supervised Learning with Machine Learning/1. What is Supervised Learning in Machine Learning.mp4
18 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
15 MB
05. Linear Regression Algorithm in Machine Learning A-Z/1. Linear Regression Algorithm Theory in Machine Learning A-Z.vtt
9.0 kB
05. Linear Regression Algorithm in Machine Learning A-Z/2. Linear Regression Algorithm With Python Part 1.mp4
46 MB
05. Linear Regression Algorithm in Machine Learning A-Z/2. Linear Regression Algorithm With Python Part 1.vtt
16 kB
05. Linear Regression Algorithm in Machine Learning A-Z/3. Linear Regression Algorithm With Python Part 2.mp4
58 MB
05. Linear Regression Algorithm in Machine Learning A-Z/3. Linear Regression Algorithm With Python Part 2.vtt
26 kB
05. Linear Regression Algorithm in Machine Learning A-Z/4. Linear Regression Algorithm with Python Part 3.mp4
40 MB
05. Linear Regression Algorithm in Machine Learning A-Z/4. Linear Regression Algorithm with Python Part 3.vtt
17 kB
05. Linear Regression Algorithm in Machine Learning A-Z/5. Linear Regression Algorithm with Python Part 4.mp4
50 MB
05. Linear Regression Algorithm in Machine Learning A-Z/5. Linear Regression Algorithm with Python Part 4.vtt
22 kB
05. Linear Regression Algorithm in Machine Learning A-Z/6.4 Quiz.html
17 kB
05. Linear Regression Algorithm in Machine Learning A-Z/7.5 Quiz.html
18 kB
06. Bias Variance Trade-Off in Machine Learning/1. What is Bias Variance Trade-Off.mp4
55 MB
06. Bias Variance Trade-Off in Machine Learning/1. What is Bias Variance Trade-Off.vtt
12 kB
06. Bias Variance Trade-Off in Machine Learning/2.6 Quiz.html
16 kB
07. Logistic Regression Algorithm in Machine Learning A-Z/1. What is Logistic Regression Algorithm in Machine Learning.mp4
11 MB
07. Logistic Regression Algorithm in Machine Learning A-Z/1. What is Logistic Regression Algorithm in Machine Learning.vtt
5.3 kB
07. Logistic Regression Algorithm in Machine Learning A-Z/2. Logistic Regression Algorithm with Python Part 1.mp4
64 MB
07. Logistic Regression Algorithm in Machine Learning A-Z/2. Logistic Regression Algorithm with Python Part 1.vtt
16 kB
07. Logistic Regression Algorithm in Machine Learning A-Z/3. Logistic Regression Algorithm with Python Part 2.mp4
45 MB
07. Logistic Regression Algorithm in Machine Learning A-Z/3. Logistic Regression Algorithm with Python Part 2.vtt
21 kB
07. Logistic Regression Algorithm in Machine Learning A-Z/4. Logistic Regression Algorithm with Python Part 3.mp4
19 MB
07. Logistic Regression Algorithm in Machine Learning A-Z/4. Logistic Regression Algorithm with Python Part 3.vtt
9.0 kB
07. Logistic Regression Algorithm in Machine Learning A-Z/5. Logistic Regression Algorithm with Python Part 4.mp4
25 MB
07. Logistic Regression Algorithm in Machine Learning A-Z/5. Logistic Regression Algorithm with Python Part 4.vtt
10 kB
07. Logistic Regression Algorithm in Machine Learning A-Z/6. Logistic Regression Algorithm with Python Part 5.mp4
39 MB
07. Logistic Regression Algorithm in Machine Learning A-Z/6. Logistic Regression Algorithm with Python Part 5.vtt
8.9 kB
07. Logistic Regression Algorithm in Machine Learning A-Z/7.7 Quiz.html
16 kB
08. K-fold Cross-Validation in Machine Learning A-Z/1. K-Fold Cross-Validation Theory.mp4
7.9 MB
08. K-fold Cross-Validation in Machine Learning A-Z/1. K-Fold Cross-Validation Theory.vtt
5.0 kB
08. K-fold Cross-Validation in Machine Learning A-Z/2. K-Fold Cross-Validation with Python.mp4
27 MB
08. K-fold Cross-Validation in Machine Learning A-Z/2. K-Fold Cross-Validation with Python.vtt
7.8 kB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/1. K Nearest Neighbors Algorithm Theory.mp4
13 MB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/1. K Nearest Neighbors Algorithm Theory.vtt
7.9 kB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/2. K Nearest Neighbors Algorithm with Python Part 1.mp4
14 MB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/2. K Nearest Neighbors Algorithm with Python Part 1.vtt
9.3 kB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/3. K Nearest Neighbors Algorithm with Python Part 2.mp4
30 MB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/3. K Nearest Neighbors Algorithm with Python Part 2.vtt
14 kB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/4. K Nearest Neighbors Algorithm with Python Part 3.mp4
14 MB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/4. K Nearest Neighbors Algorithm with Python Part 3.vtt
9.1 kB
09. K Nearest Neighbors Algorithm in Machine Learning A-Z/5.8 Quiz.html
17 kB
10. Hyperparameter Optimization/1. Hyperparameter Optimization Theory.mp4
27 MB
10. Hyperparameter Optimization/1. Hyperparameter Optimization Theory.vtt
7.3 kB
10. Hyperparameter Optimization/2. Hyperparameter Optimization with Python.mp4
24 MB
10. Hyperparameter Optimization/2. Hyperparameter Optimization with Python.vtt
12 kB
11. Decision Tree Algorithm in Machine Learning A-Z/1. Decision Tree Algorithm Theory.mp4
18 MB
11. Decision Tree Algorithm in Machine Learning A-Z/1. Decision Tree Algorithm Theory.vtt
11 kB
11. Decision Tree Algorithm in Machine Learning A-Z/2. Decision Tree Algorithm with Python Part 1.mp4
17 MB
11. Decision Tree Algorithm in Machine Learning A-Z/2. Decision Tree Algorithm with Python Part 1.vtt
8.7 kB
11. Decision Tree Algorithm in Machine Learning A-Z/3. Decision Tree Algorithm with Python Part 2.mp4
18 MB
11. Decision Tree Algorithm in Machine Learning A-Z/3. Decision Tree Algorithm with Python Part 2.vtt
10 kB
11. Decision Tree Algorithm in Machine Learning A-Z/4. Decision Tree Algorithm with Python Part 3.mp4
6.4 MB
11. Decision Tree Algorithm in Machine Learning A-Z/4. Decision Tree Algorithm with Python Part 3.vtt
4.2 kB
11. Decision Tree Algorithm in Machine Learning A-Z/5. Decision Tree Algorithm with Python Part 4.mp4
25 MB
11. Decision Tree Algorithm in Machine Learning A-Z/5. Decision Tree Algorithm with Python Part 4.vtt
10 kB
11. Decision Tree Algorithm in Machine Learning A-Z/6. Decision Tree Algorithm with Python Part 5.mp4
18 MB
11. Decision Tree Algorithm in Machine Learning A-Z/6. Decision Tree Algorithm with Python Part 5.vtt
7.0 kB
11. Decision Tree Algorithm in Machine Learning A-Z/7.9 Quiz.html
16 kB
12. Random Forest Algorithm in Machine Learning A-Z/1. Random Forest Algorithm Theory.mp4
13 MB
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.mp4
19 MB
12. Random Forest Algorithm in Machine Learning A-Z/2. Random Forest Algorithm with Pyhon Part 1.vtt
7.0 kB
12. Random Forest Algorithm in Machine Learning A-Z/3. Random Forest Algorithm with Pyhon Part 2.mp4
20 MB
12. Random Forest Algorithm in Machine Learning A-Z/3. Random Forest Algorithm with Pyhon Part 2.vtt
9.2 kB
13. Support Vector Machine Algorithm in Machine Learning A-Z/1. Support Vector Machine Algorithm Theory.mp4
22 MB
13. Support Vector Machine Algorithm in Machine Learning A-Z/1. Support Vector Machine Algorithm Theory.vtt
6.4 kB
13. Support Vector Machine Algorithm in Machine Learning A-Z/2. Support Vector Machine Algorithm with Python Part 1.mp4
33 MB
13. Support Vector Machine Algorithm in Machine Learning A-Z/2. Support Vector Machine Algorithm with Python Part 1.vtt
6.7 kB
13. Support Vector Machine Algorithm in Machine Learning A-Z/3. Support Vector Machine Algorithm with Python Part 2.mp4
24 MB
13. Support Vector Machine Algorithm in Machine Learning A-Z/3. Support Vector Machine Algorithm with Python Part 2.vtt
9.5 kB
13. Support Vector Machine Algorithm in Machine Learning A-Z/4. Support Vector Machine Algorithm with Python Part 3.mp4
20 MB
13. Support Vector Machine Algorithm in Machine Learning A-Z/4. Support Vector Machine Algorithm with Python Part 3.vtt
12 kB
13. Support Vector Machine Algorithm in Machine Learning A-Z/5. Support Vector Machine Algorithm with Python Part 4.mp4
16 MB
13. Support Vector Machine Algorithm in Machine Learning A-Z/5. Support Vector Machine Algorithm with Python Part 4.vtt
10 kB
13. Support Vector Machine Algorithm in Machine Learning A-Z/6.10 Quiz.html
17 kB
14. Unsupervised Learning with Machine Learning/1. Unsupervised Learning Overview.mp4
7.8 MB
14. Unsupervised Learning with Machine Learning/1. Unsupervised Learning Overview.vtt
4.3 kB
14. Unsupervised Learning with Machine Learning/2.11 Quiz.html
16 kB
15. K Means Clustering Algorithm in Machine Learning A-Z/1. K Means Clustering Algorithm Theory.mp4
7.6 MB
15. K Means Clustering Algorithm in Machine Learning A-Z/1. K Means Clustering Algorithm Theory.vtt
5.0 kB
15. K Means Clustering Algorithm in Machine Learning A-Z/2. K Means Clustering Algorithm with Python Part 1.mp4
13 MB
15. K Means Clustering Algorithm in Machine Learning A-Z/2. K Means Clustering Algorithm with Python Part 1.vtt
8.4 kB
15. K Means Clustering Algorithm in Machine Learning A-Z/3. K Means Clustering Algorithm with Python Part 2.mp4
16 MB
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/4. K Means Clustering Algorithm with Python Part 3.mp4
17 MB
15. K Means Clustering Algorithm in Machine Learning A-Z/4. K Means Clustering Algorithm with Python Part 3.vtt
7.4 kB
15. K Means Clustering Algorithm in Machine Learning A-Z/5. K Means Clustering Algorithm with Python Part 4.mp4
15 MB
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/6.12 Quiz.html
16 kB
16. Hierarchical Clustering Algorithm in machine learning data science/1. Hierarchical Clustering Algorithm Theory.mp4
25 MB
16. Hierarchical Clustering Algorithm in machine learning data science/1. Hierarchical Clustering Algorithm Theory.vtt
4.7 kB
16. Hierarchical Clustering Algorithm in machine learning data science/2. Hierarchical Clustering Algorithm with Python Part 1.mp4
15 MB
16. Hierarchical Clustering Algorithm in machine learning data science/2. Hierarchical Clustering Algorithm with Python Part 1.vtt
9.3 kB
16. Hierarchical Clustering Algorithm in machine learning data science/3. Hierarchical Clustering Algorithm with Python Part 2.mp4
15 MB
16. Hierarchical Clustering Algorithm in machine learning data science/3. Hierarchical Clustering Algorithm with Python Part 2.vtt
6.8 kB
16. Hierarchical Clustering Algorithm in machine learning data science/4.13 Quiz.html
17 kB
17. Principal Component Analysis (PCA) in Machine Learning A-Z/1. Principal Component Analysis (PCA) Theory.mp4
38 MB
17. Principal Component Analysis (PCA) in Machine Learning A-Z/1. Principal Component Analysis (PCA) Theory.vtt
9.8 kB
17. Principal Component Analysis (PCA) in Machine Learning A-Z/2. Principal Component Analysis (PCA) with Python Part 1.mp4
10 MB
17. Principal Component Analysis (PCA) in Machine Learning A-Z/2. Principal Component Analysis (PCA) with Python Part 1.vtt
5.6 kB
17. Principal Component Analysis (PCA) in Machine Learning A-Z/3. Principal Component Analysis (PCA) with Python Part 2.mp4
3.5 MB
17. Principal Component Analysis (PCA) in Machine Learning A-Z/3. Principal Component Analysis (PCA) with Python Part 2.vtt
2.4 kB
17. Principal Component Analysis (PCA) in Machine Learning A-Z/4. Principal Component Analysis (PCA) with Python Part 3.mp4
15 MB
17. Principal Component Analysis (PCA) in Machine Learning A-Z/4. Principal Component Analysis (PCA) with Python Part 3.vtt
8.4 kB
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/1. What is the Recommender System Part 1.vtt
5.7 kB
18. Recommender System Algorithm in Machine Learning A-Z/2. What is the Recommender System Part 2.mp4
8.5 MB
18. Recommender System Algorithm in Machine Learning A-Z/2. What is the Recommender System Part 2.vtt
5.1 kB
18. Recommender System Algorithm in Machine Learning A-Z/3.14 Quiz.html
16 kB
19. Extra/1. Complete Machine Learning & Data Science with Python A-Z.html
305 B