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

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

13. Support Vector Machine Algorithm in Machine Learning A-Z/5. Support Vector Machine Algorithm with Python Part 4.mp4

16.3 MB

13. Support Vector Machine Algorithm in Machine Learning A-Z/5. Support Vector Machine Algorithm with Python Part 4.vtt

9.96 KB

13. Support Vector Machine Algorithm in Machine Learning A-Z/6.10 Quiz.html

16.68 KB

14. Unsupervised Learning with Machine Learning/1. Unsupervised Learning Overview.mp4

7.77 MB

14. Unsupervised Learning with Machine Learning/1. Unsupervised Learning Overview.vtt

4.26 KB

14. Unsupervised Learning with Machine Learning/2.11 Quiz.html

16.48 KB

15. K Means Clustering Algorithm in Machine Learning A-Z/1. K Means Clustering Algorithm Theory.mp4

7.58 MB

15. K Means Clustering Algorithm in Machine Learning A-Z/1. K Means Clustering Algorithm Theory.vtt

5.01 KB

15. K Means Clustering Algorithm in Machine Learning A-Z/2. K Means Clustering Algorithm with Python Part 1.mp4

13.26 MB

15. K Means Clustering Algorithm in Machine Learning A-Z/2. K Means Clustering Algorithm with Python Part 1.vtt

8.36 KB

15. K Means Clustering Algorithm in Machine Learning A-Z/3. K Means Clustering Algorithm with Python Part 2.mp4

15.59 MB

15. K Means Clustering Algorithm in Machine Learning A-Z/3. K Means Clustering Algorithm with Python Part 2.vtt

7.78 KB

15. K Means Clustering Algorithm in Machine Learning A-Z/4. K Means Clustering Algorithm with Python Part 3.mp4

17.15 MB

15. K Means Clustering Algorithm in Machine Learning A-Z/4. K Means Clustering Algorithm with Python Part 3.vtt

7.42 KB

15. K Means Clustering Algorithm in Machine Learning A-Z/5. K Means Clustering Algorithm with Python Part 4.mp4

15.07 MB

15. K Means Clustering Algorithm in Machine Learning A-Z/5. K Means Clustering Algorithm with Python Part 4.vtt

7.76 KB

15. K Means Clustering Algorithm in Machine Learning A-Z/6.12 Quiz.html

16.29 KB

16. Hierarchical Clustering Algorithm in machine learning data science/1. Hierarchical Clustering Algorithm Theory.mp4

24.97 MB

16. Hierarchical Clustering Algorithm in machine learning data science/1. Hierarchical Clustering Algorithm Theory.vtt

4.69 KB

16. Hierarchical Clustering Algorithm in machine learning data science/2. Hierarchical Clustering Algorithm with Python Part 1.mp4

14.57 MB

16. Hierarchical Clustering Algorithm in machine learning data science/2. Hierarchical Clustering Algorithm with Python Part 1.vtt

9.27 KB

16. Hierarchical Clustering Algorithm in machine learning data science/3. Hierarchical Clustering Algorithm with Python Part 2.mp4

14.65 MB

16. Hierarchical Clustering Algorithm in machine learning data science/3. Hierarchical Clustering Algorithm with Python Part 2.vtt

6.76 KB

16. Hierarchical Clustering Algorithm in machine learning data science/4.13 Quiz.html

17.01 KB

17. Principal Component Analysis (PCA) in Machine Learning A-Z/1. Principal Component Analysis (PCA) Theory.mp4

37.95 MB

17. Principal Component Analysis (PCA) in Machine Learning A-Z/1. Principal Component Analysis (PCA) Theory.vtt

9.79 KB

17. Principal Component Analysis (PCA) in Machine Learning A-Z/2. Principal Component Analysis (PCA) with Python Part 1.mp4

10.36 MB

17. Principal Component Analysis (PCA) in Machine Learning A-Z/2. Principal Component Analysis (PCA) with Python Part 1.vtt

5.65 KB

17. Principal Component Analysis (PCA) in Machine Learning A-Z/3. Principal Component Analysis (PCA) with Python Part 2.mp4

3.52 MB

17. Principal Component Analysis (PCA) in Machine Learning A-Z/3. Principal Component Analysis (PCA) with Python Part 2.vtt

2.36 KB

17. Principal Component Analysis (PCA) in Machine Learning A-Z/4. Principal Component Analysis (PCA) with Python Part 3.mp4

14.81 MB

17. Principal Component Analysis (PCA) in Machine Learning A-Z/4. Principal Component Analysis (PCA) with Python Part 3.vtt

8.41 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

5.67 KB

18. Recommender System Algorithm in Machine Learning A-Z/2. What is the Recommender System Part 2.mp4

8.55 MB

18. Recommender System Algorithm in Machine Learning A-Z/2. What is the Recommender System Part 2.vtt

5.09 KB

18. Recommender System Algorithm in Machine Learning A-Z/3.14 Quiz.html

16.29 KB

19. Extra/1. Complete Machine Learning & Data Science with Python A-Z.html

305 B

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