[Tutorialsplanet.NET] Udemy - Machine Learning Practical 6 Real-World Applications

1. Introduction/1. Welcome to the course!.mp4

36.75 MB

1. Introduction/1. Welcome to the course!.vtt

2.33 KB

1. Introduction/2. Where to get the materials.html

128 B

2. Breast Cancer Classification/1. Introduction.mp4

14.97 MB

2. Breast Cancer Classification/1. Introduction.vtt

1 KB

2. Breast Cancer Classification/2. Business Challenge.mp4

60.98 MB

2. Breast Cancer Classification/2. Business Challenge.vtt

3.73 KB

2. Breast Cancer Classification/3. Updates on Udemy Reviews.mp4

56.12 MB

2. Breast Cancer Classification/3. Updates on Udemy Reviews.vtt

3.53 KB

2. Breast Cancer Classification/4. Challenge in Machine Learning Vocabulary.mp4

79.06 MB

2. Breast Cancer Classification/4. Challenge in Machine Learning Vocabulary.vtt

9.96 KB

2. Breast Cancer Classification/5. Data Visualisation.mp4

140.5 MB

2. Breast Cancer Classification/5. Data Visualisation.vtt

22.98 KB

2. Breast Cancer Classification/6. Model Training.mp4

70.94 MB

2. Breast Cancer Classification/6. Model Training.vtt

11.03 KB

2. Breast Cancer Classification/7. Model Evaluation.mp4

91.38 MB

2. Breast Cancer Classification/7. Model Evaluation.vtt

14.36 KB

2. Breast Cancer Classification/8. Improving the Model.mp4

189.77 MB

2. Breast Cancer Classification/8. Improving the Model.vtt

29.08 KB

2. Breast Cancer Classification/9. Conclusion.mp4

24.04 MB

2. Breast Cancer Classification/9. Conclusion.vtt

3.57 KB

3. Fashion Class Classification/1. Business Challenge.mp4

92.22 MB

3. Fashion Class Classification/1. Business Challenge.vtt

5.81 KB

3. Fashion Class Classification/10. Conclusion.mp4

55.27 MB

3. Fashion Class Classification/10. Conclusion.vtt

4.61 KB

3. Fashion Class Classification/2. Challenge in Machine Learning Vocabulary.mp4

69.24 MB

3. Fashion Class Classification/2. Challenge in Machine Learning Vocabulary.vtt

8.45 KB

3. Fashion Class Classification/3. Data Visualisation.mp4

130.14 MB

3. Fashion Class Classification/3. Data Visualisation.vtt

19.92 KB

3. Fashion Class Classification/4. Model Training Part I.mp4

103.76 MB

3. Fashion Class Classification/4. Model Training Part I.vtt

11.81 KB

3. Fashion Class Classification/5. Model Training Part II.mp4

78.3 MB

3. Fashion Class Classification/5. Model Training Part II.vtt

10.09 KB

3. Fashion Class Classification/6. Model Training Part III.mp4

125.99 MB

3. Fashion Class Classification/6. Model Training Part III.vtt

14.38 KB

3. Fashion Class Classification/7. Model Training Part IV.mp4

128.19 MB

3. Fashion Class Classification/7. Model Training Part IV.vtt

19.41 KB

3. Fashion Class Classification/8. Model Evaluation.mp4

73.61 MB

3. Fashion Class Classification/8. Model Evaluation.vtt

12.24 KB

3. Fashion Class Classification/9. Improving the Model.mp4

31.62 MB

3. Fashion Class Classification/9. Improving the Model.vtt

3.49 KB

4. Directing Customers to Subscription Through App Behavior Analysis/1. Fintech Case Studies Introduction.mp4

14.63 MB

4. Directing Customers to Subscription Through App Behavior Analysis/1. Fintech Case Studies Introduction.vtt

2.02 KB

4. Directing Customers to Subscription Through App Behavior Analysis/10. Model Building.mp4

72.33 MB

4. Directing Customers to Subscription Through App Behavior Analysis/10. Model Building.vtt

12.97 KB

4. Directing Customers to Subscription Through App Behavior Analysis/11. Model Conclusion.mp4

29.99 MB

4. Directing Customers to Subscription Through App Behavior Analysis/11. Model Conclusion.vtt

4.06 KB

4. Directing Customers to Subscription Through App Behavior Analysis/12. Final Remarks.mp4

19.05 MB

4. Directing Customers to Subscription Through App Behavior Analysis/12. Final Remarks.vtt

2.43 KB

4. Directing Customers to Subscription Through App Behavior Analysis/2. Introduction.mp4

18.28 MB

4. Directing Customers to Subscription Through App Behavior Analysis/2. Introduction.vtt

2.32 KB

4. Directing Customers to Subscription Through App Behavior Analysis/3. Data.mp4

53.63 MB

4. Directing Customers to Subscription Through App Behavior Analysis/3. Data.vtt

4.06 KB

4. Directing Customers to Subscription Through App Behavior Analysis/4. Features Histograms.mp4

60.84 MB

4. Directing Customers to Subscription Through App Behavior Analysis/4. Features Histograms.vtt

9.74 KB

4. Directing Customers to Subscription Through App Behavior Analysis/5. Correlation Plot.mp4

22.04 MB

4. Directing Customers to Subscription Through App Behavior Analysis/5. Correlation Plot.vtt

5.51 KB

4. Directing Customers to Subscription Through App Behavior Analysis/6. Correlation Matrix.mp4

32.28 MB

4. Directing Customers to Subscription Through App Behavior Analysis/6. Correlation Matrix.vtt

8.3 KB

4. Directing Customers to Subscription Through App Behavior Analysis/7. Feature Engineering - Response.mp4

54.89 MB

4. Directing Customers to Subscription Through App Behavior Analysis/7. Feature Engineering - Response.vtt

9.74 KB

4. Directing Customers to Subscription Through App Behavior Analysis/8. Feature Engineering - Screens.mp4

71.04 MB

4. Directing Customers to Subscription Through App Behavior Analysis/8. Feature Engineering - Screens.vtt

10.33 KB

4. Directing Customers to Subscription Through App Behavior Analysis/9. Data Pre-Processing.mp4

60.65 MB

4. Directing Customers to Subscription Through App Behavior Analysis/9. Data Pre-Processing.vtt

9.8 KB

5. Minimizing Churn Rate Through Analysis of Financial Habits/1. Introduction.mp4

19.6 MB

5. Minimizing Churn Rate Through Analysis of Financial Habits/1. Introduction.vtt

2.51 KB

5. Minimizing Churn Rate Through Analysis of Financial Habits/10. Model Building.mp4

51.26 MB

5. Minimizing Churn Rate Through Analysis of Financial Habits/10. Model Building.vtt

9.48 KB

5. Minimizing Churn Rate Through Analysis of Financial Habits/11. K-Fold Cross Validation.mp4

31.69 MB

5. Minimizing Churn Rate Through Analysis of Financial Habits/11. K-Fold Cross Validation.vtt

5.24 KB

5. Minimizing Churn Rate Through Analysis of Financial Habits/12. Feature Selection.mp4

64.3 MB

5. Minimizing Churn Rate Through Analysis of Financial Habits/12. Feature Selection.vtt

8.69 KB

5. Minimizing Churn Rate Through Analysis of Financial Habits/13. Model Conclusion.mp4

38.42 MB

5. Minimizing Churn Rate Through Analysis of Financial Habits/13. Model Conclusion.vtt

5.25 KB

5. Minimizing Churn Rate Through Analysis of Financial Habits/14. Final Remarks.mp4

24.29 MB

5. Minimizing Churn Rate Through Analysis of Financial Habits/14. Final Remarks.vtt

3.1 KB

5. Minimizing Churn Rate Through Analysis of Financial Habits/2. Data.mp4

77.48 MB

5. Minimizing Churn Rate Through Analysis of Financial Habits/2. Data.vtt

9.79 KB

5. Minimizing Churn Rate Through Analysis of Financial Habits/3. Data Cleaning.mp4

32.56 MB

5. Minimizing Churn Rate Through Analysis of Financial Habits/3. Data Cleaning.vtt

5.69 KB

5. Minimizing Churn Rate Through Analysis of Financial Habits/4. Features Histograms.mp4

50.24 MB

5. Minimizing Churn Rate Through Analysis of Financial Habits/4. Features Histograms.vtt

10.75 KB

5. Minimizing Churn Rate Through Analysis of Financial Habits/5. Pie Chart Distributions.mp4

70.58 MB

5. Minimizing Churn Rate Through Analysis of Financial Habits/5. Pie Chart Distributions.vtt

10.65 KB

5. Minimizing Churn Rate Through Analysis of Financial Habits/6. Correlation Plot.mp4

48.74 MB

5. Minimizing Churn Rate Through Analysis of Financial Habits/6. Correlation Plot.vtt

9.36 KB

5. Minimizing Churn Rate Through Analysis of Financial Habits/7. Correlation Matrix.mp4

56.1 MB

5. Minimizing Churn Rate Through Analysis of Financial Habits/7. Correlation Matrix.vtt

11.73 KB

5. Minimizing Churn Rate Through Analysis of Financial Habits/8. One-Hot Encoding.mp4

42.89 MB

5. Minimizing Churn Rate Through Analysis of Financial Habits/8. One-Hot Encoding.vtt

6.52 KB

5. Minimizing Churn Rate Through Analysis of Financial Habits/9. Feature Scaling & Balancing.mp4

79.72 MB

5. Minimizing Churn Rate Through Analysis of Financial Habits/9. Feature Scaling & Balancing.vtt

10.94 KB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/1. Introduction.mp4

75.13 MB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/1. Introduction.vtt

9.6 KB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/10. Model Building Part 2.mp4

93.45 MB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/10. Model Building Part 2.vtt

11.6 KB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/11. Grid Search Part 1.mp4

74.43 MB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/11. Grid Search Part 1.vtt

13.99 KB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/12. Grid Search Part 2.mp4

98.07 MB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/12. Grid Search Part 2.vtt

11.23 KB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/13. Model Conclusion.mp4

18.31 MB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/13. Model Conclusion.vtt

3.44 KB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/14. Final Remarks.mp4

30.57 MB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/14. Final Remarks.vtt

4.11 KB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/2. Data.mp4

101.91 MB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/2. Data.vtt

9.82 KB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/3. Data Housekeeping.mp4

44.08 MB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/3. Data Housekeeping.vtt

6.85 KB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/4. Histograms.mp4

50.81 MB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/4. Histograms.vtt

12.62 KB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/5. Correlation Plot.mp4

24.28 MB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/5. Correlation Plot.vtt

6.59 KB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/6. Correlation Matrix.mp4

33.41 MB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/6. Correlation Matrix.vtt

9.12 KB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/7. Feature Engineering.mp4

23.47 MB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/7. Feature Engineering.vtt

6.58 KB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/8. Data Preprocessing.mp4

60.17 MB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/8. Data Preprocessing.vtt

10.96 KB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/9. Model Building Part 1.mp4

58.77 MB

6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/9. Model Building Part 1.vtt

8.03 KB

7. Credit Card Fraud Detection/1. Case Study.mp4

30.08 MB

7. Credit Card Fraud Detection/1. Case Study.vtt

3.53 KB

7. Credit Card Fraud Detection/10. Metrics.mp4

15.11 MB

7. Credit Card Fraud Detection/10. Metrics.vtt

3.95 KB

7. Credit Card Fraud Detection/11. Confusion Matrix.mp4

40.06 MB

7. Credit Card Fraud Detection/11. Confusion Matrix.vtt

4.02 KB

7. Credit Card Fraud Detection/12. Machine Learning Classifiers.mp4

34.17 MB

7. Credit Card Fraud Detection/12. Machine Learning Classifiers.vtt

7.73 KB

7. Credit Card Fraud Detection/13. Random Forest.mp4

31.02 MB

7. Credit Card Fraud Detection/13. Random Forest.vtt

3.1 KB

7. Credit Card Fraud Detection/14. Decision Trees.mp4

18.77 MB

7. Credit Card Fraud Detection/14. Decision Trees.vtt

2.58 KB

7. Credit Card Fraud Detection/15. Sampling.mp4

7.74 MB

7. Credit Card Fraud Detection/15. Sampling.vtt

2.08 KB

7. Credit Card Fraud Detection/16. Undersampling.mp4

36.92 MB

7. Credit Card Fraud Detection/16. Undersampling.vtt

2.58 KB

7. Credit Card Fraud Detection/17. Smote.mp4

35.71 MB

7. Credit Card Fraud Detection/17. Smote.vtt

2.45 KB

7. Credit Card Fraud Detection/18. Final remarks.mp4

19.06 MB

7. Credit Card Fraud Detection/18. Final remarks.vtt

3.05 KB

7. Credit Card Fraud Detection/2. Machine Learning Vocabulary.mp4

22.95 MB

7. Credit Card Fraud Detection/2. Machine Learning Vocabulary.vtt

3.31 KB

7. Credit Card Fraud Detection/3. Set Up.mp4

23.92 MB

7. Credit Card Fraud Detection/3. Set Up.vtt

3.25 KB

7. Credit Card Fraud Detection/4. Data Visualization.mp4

20.4 MB

7. Credit Card Fraud Detection/4. Data Visualization.vtt

2.42 KB

7. Credit Card Fraud Detection/5. Data Preprocessing.mp4

39.03 MB

7. Credit Card Fraud Detection/5. Data Preprocessing.vtt

2.92 KB

7. Credit Card Fraud Detection/6. Deep Learning Part 1.mp4

23.22 MB

7. Credit Card Fraud Detection/6. Deep Learning Part 1.vtt

3.44 KB

7. Credit Card Fraud Detection/7. Deep Learning Part 2.mp4

48.19 MB

7. Credit Card Fraud Detection/7. Deep Learning Part 2.vtt

7.43 KB

7. Credit Card Fraud Detection/8. Splitting the Data.mp4

38.21 MB

7. Credit Card Fraud Detection/8. Splitting the Data.vtt

4.08 KB

7. Credit Card Fraud Detection/9. Training.mp4

21.19 MB

7. Credit Card Fraud Detection/9. Training.vtt

1.86 KB

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128 B

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