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[FreeCourseSite.com] Udemy - Machine Learning Practical 6 Real-World Applications
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2021-11-14 06:33
2024-12-22 06:16
169
4.05 GB
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Udemy
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Machine
Learning
Practical
6
Real-World
Applications
文件列表
1. Introduction/1. Welcome to the course!.mp4
36.75MB
2. Breast Cancer Classification/1. Introduction.mp4
14.97MB
2. Breast Cancer Classification/2. Business Challenge.mp4
60.98MB
2. Breast Cancer Classification/3. Updates on Udemy Reviews.mp4
56.12MB
2. Breast Cancer Classification/4. Challenge in Machine Learning Vocabulary.mp4
79.06MB
2. Breast Cancer Classification/5. Data Visualisation.mp4
140.5MB
2. Breast Cancer Classification/6. Model Training.mp4
70.94MB
2. Breast Cancer Classification/7. Model Evaluation.mp4
91.38MB
2. Breast Cancer Classification/8. Improving the Model.mp4
189.77MB
2. Breast Cancer Classification/9. Conclusion.mp4
24.04MB
3. Fashion Class Classification/1. Business Challenge.mp4
92.22MB
3. Fashion Class Classification/10. Conclusion.mp4
55.27MB
3. Fashion Class Classification/2. Challenge in Machine Learning Vocabulary.mp4
69.24MB
3. Fashion Class Classification/3. Data Visualisation.mp4
130.14MB
3. Fashion Class Classification/4. Model Training Part I.mp4
103.76MB
3. Fashion Class Classification/5. Model Training Part II.mp4
78.3MB
3. Fashion Class Classification/6. Model Training Part III.mp4
125.99MB
3. Fashion Class Classification/7. Model Training Part IV.mp4
128.19MB
3. Fashion Class Classification/8. Model Evaluation.mp4
73.61MB
3. Fashion Class Classification/9. Improving the Model.mp4
31.62MB
4. Directing Customers to Subscription Through App Behavior Analysis/1. Fintech Case Studies Introduction.mp4
14.63MB
4. Directing Customers to Subscription Through App Behavior Analysis/10. Model Building.mp4
72.33MB
4. Directing Customers to Subscription Through App Behavior Analysis/11. Model Conclusion.mp4
29.99MB
4. Directing Customers to Subscription Through App Behavior Analysis/12. Final Remarks.mp4
19.05MB
4. Directing Customers to Subscription Through App Behavior Analysis/2. Introduction.mp4
18.28MB
4. Directing Customers to Subscription Through App Behavior Analysis/3. Data.mp4
53.63MB
4. Directing Customers to Subscription Through App Behavior Analysis/4. Features Histograms.mp4
60.84MB
4. Directing Customers to Subscription Through App Behavior Analysis/5. Correlation Plot.mp4
22.04MB
4. Directing Customers to Subscription Through App Behavior Analysis/6. Correlation Matrix.mp4
32.28MB
4. Directing Customers to Subscription Through App Behavior Analysis/7. Feature Engineering - Response.mp4
54.89MB
4. Directing Customers to Subscription Through App Behavior Analysis/8. Feature Engineering - Screens.mp4
71.04MB
4. Directing Customers to Subscription Through App Behavior Analysis/9. Data Pre-Processing.mp4
60.65MB
5. Minimizing Churn Rate Through Analysis of Financial Habits/1. Introduction.mp4
19.6MB
5. Minimizing Churn Rate Through Analysis of Financial Habits/10. Model Building.mp4
51.26MB
5. Minimizing Churn Rate Through Analysis of Financial Habits/11. K-Fold Cross Validation.mp4
31.69MB
5. Minimizing Churn Rate Through Analysis of Financial Habits/12. Feature Selection.mp4
64.3MB
5. Minimizing Churn Rate Through Analysis of Financial Habits/13. Model Conclusion.mp4
38.42MB
5. Minimizing Churn Rate Through Analysis of Financial Habits/14. Final Remarks.mp4
24.29MB
5. Minimizing Churn Rate Through Analysis of Financial Habits/2. Data.mp4
77.48MB
5. Minimizing Churn Rate Through Analysis of Financial Habits/3. Data Cleaning.mp4
32.56MB
5. Minimizing Churn Rate Through Analysis of Financial Habits/4. Features Histograms.mp4
50.24MB
5. Minimizing Churn Rate Through Analysis of Financial Habits/5. Pie Chart Distributions.mp4
70.58MB
5. Minimizing Churn Rate Through Analysis of Financial Habits/6. Correlation Plot.mp4
48.74MB
5. Minimizing Churn Rate Through Analysis of Financial Habits/7. Correlation Matrix.mp4
56.1MB
5. Minimizing Churn Rate Through Analysis of Financial Habits/8. One-Hot Encoding.mp4
42.89MB
5. Minimizing Churn Rate Through Analysis of Financial Habits/9. Feature Scaling & Balancing.mp4
79.72MB
6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/1. Introduction.mp4
75.13MB
6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/10. Model Building Part 2.mp4
93.45MB
6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/11. Grid Search Part 1.mp4
74.43MB
6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/12. Grid Search Part 2.mp4
98.07MB
6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/13. Model Conclusion.mp4
18.31MB
6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/14. Final Remarks.mp4
30.57MB
6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/2. Data.mp4
101.91MB
6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/3. Data Housekeeping.mp4
44.08MB
6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/4. Histograms.mp4
50.81MB
6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/5. Correlation Plot.mp4
24.28MB
6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/6. Correlation Matrix.mp4
33.41MB
6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/7. Feature Engineering.mp4
23.47MB
6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/8. Data Preprocessing.mp4
60.17MB
6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/9. Model Building Part 1.mp4
58.77MB
7. Credit Card Fraud Detection/1. Case Study.mp4
30.08MB
7. Credit Card Fraud Detection/10. Metrics.mp4
15.11MB
7. Credit Card Fraud Detection/11. Confusion Matrix.mp4
40.06MB
7. Credit Card Fraud Detection/12. Machine Learning Classifiers.mp4
34.17MB
7. Credit Card Fraud Detection/13. Random Forest.mp4
31.02MB
7. Credit Card Fraud Detection/14. Decision Trees.mp4
18.77MB
7. Credit Card Fraud Detection/15. Sampling.mp4
7.74MB
7. Credit Card Fraud Detection/16. Undersampling.mp4
36.92MB
7. Credit Card Fraud Detection/17. Smote.mp4
35.71MB
7. Credit Card Fraud Detection/18. Final remarks.mp4
19.06MB
7. Credit Card Fraud Detection/2. Machine Learning Vocabulary.mp4
22.95MB
7. Credit Card Fraud Detection/3. Set Up.mp4
23.92MB
7. Credit Card Fraud Detection/4. Data Visualization.mp4
20.4MB
7. Credit Card Fraud Detection/5. Data Preprocessing.mp4
39.03MB
7. Credit Card Fraud Detection/6. Deep Learning Part 1.mp4
23.22MB
7. Credit Card Fraud Detection/7. Deep Learning Part 2.mp4
48.19MB
7. Credit Card Fraud Detection/8. Splitting the Data.mp4
38.21MB
7. Credit Card Fraud Detection/9. Training.mp4
21.19MB
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