| UD245/01 Introduction/001 Welcome to the course.mp4 |
36.7 MB |
| UD245/01 Introduction/002 BONUS Learning Paths.html |
3 KB |
| UD245/01 Introduction/003 Where to get the materials.html |
995 B |
| UD245/02 Breast Cancer Classification/004 Introduction.mp4 |
15 MB |
| UD245/02 Breast Cancer Classification/005 Business Challenge.mp4 |
61 MB |
| UD245/02 Breast Cancer Classification/006 Updates on Udemy Reviews.mp4 |
20.4 MB |
| UD245/02 Breast Cancer Classification/007 Challenge in Machine Learning Vocabulary.mp4 |
79.1 MB |
| UD245/02 Breast Cancer Classification/008 Data Visualisation.mp4 |
140.5 MB |
| UD245/02 Breast Cancer Classification/009 Model Training.mp4 |
70.9 MB |
| UD245/02 Breast Cancer Classification/010 Model Evaluation.mp4 |
91.4 MB |
| UD245/02 Breast Cancer Classification/011 Improving the Model.mp4 |
189.8 MB |
| UD245/02 Breast Cancer Classification/012 Conclusion.mp4 |
24 MB |
| UD245/03 Fashion Class Classification/013 Business Challenge.mp4 |
92.2 MB |
| UD245/03 Fashion Class Classification/014 Challenge in Machine Learning Vocabulary.mp4 |
69.2 MB |
| UD245/03 Fashion Class Classification/015 Data Visualisation.mp4 |
130.1 MB |
| UD245/03 Fashion Class Classification/016 Model Training Part I.mp4 |
103.8 MB |
| UD245/03 Fashion Class Classification/017 Model Training Part II.mp4 |
78.3 MB |
| UD245/03 Fashion Class Classification/018 Model Training Part III.mp4 |
126 MB |
| UD245/03 Fashion Class Classification/019 Model Training Part IV.mp4 |
128.2 MB |
| UD245/03 Fashion Class Classification/020 Model Evaluation.mp4 |
73.6 MB |
| UD245/03 Fashion Class Classification/021 Improving the Model.mp4 |
31.6 MB |
| UD245/03 Fashion Class Classification/022 Conclusion.mp4 |
55.3 MB |
| UD245/04 Directing Customers to Subscription Through App Behavior Analysis/023 Fintech Case Studies Introduction.mp4 |
14.6 MB |
| UD245/04 Directing Customers to Subscription Through App Behavior Analysis/024 Introduction.mp4 |
18.3 MB |
| UD245/04 Directing Customers to Subscription Through App Behavior Analysis/025 Data.mp4 |
53.6 MB |
| UD245/04 Directing Customers to Subscription Through App Behavior Analysis/026 Features Histograms.mp4 |
60.8 MB |
| UD245/04 Directing Customers to Subscription Through App Behavior Analysis/027 Correlation Plot.mp4 |
22 MB |
| UD245/04 Directing Customers to Subscription Through App Behavior Analysis/028 Correlation Matrix.mp4 |
32.3 MB |
| UD245/04 Directing Customers to Subscription Through App Behavior Analysis/029 Feature Engineering - Response.mp4 |
54.9 MB |
| UD245/04 Directing Customers to Subscription Through App Behavior Analysis/030 Feature Engineering - Screens.mp4 |
71 MB |
| UD245/04 Directing Customers to Subscription Through App Behavior Analysis/031 Data Pre-Processing.mp4 |
60.7 MB |
| UD245/04 Directing Customers to Subscription Through App Behavior Analysis/032 Model Building.mp4 |
72.3 MB |
| UD245/04 Directing Customers to Subscription Through App Behavior Analysis/033 Model Conclusion.mp4 |
30 MB |
| UD245/04 Directing Customers to Subscription Through App Behavior Analysis/034 Final Remarks.mp4 |
19 MB |
| UD245/05 Minimizing Churn Rate Through Analysis of Financial Habits/035 Introduction.mp4 |
19.6 MB |
| UD245/05 Minimizing Churn Rate Through Analysis of Financial Habits/036 Data.mp4 |
77.5 MB |
| UD245/05 Minimizing Churn Rate Through Analysis of Financial Habits/037 Data Cleaning.mp4 |
32.6 MB |
| UD245/05 Minimizing Churn Rate Through Analysis of Financial Habits/038 Features Histograms.mp4 |
50.2 MB |
| UD245/05 Minimizing Churn Rate Through Analysis of Financial Habits/039 Pie Chart Distributions.mp4 |
70.6 MB |
| UD245/05 Minimizing Churn Rate Through Analysis of Financial Habits/040 Correlation Plot.mp4 |
48.7 MB |
| UD245/05 Minimizing Churn Rate Through Analysis of Financial Habits/041 Correlation Matrix.mp4 |
56.1 MB |
| UD245/05 Minimizing Churn Rate Through Analysis of Financial Habits/042 One-Hot Encoding.mp4 |
42.9 MB |
| UD245/05 Minimizing Churn Rate Through Analysis of Financial Habits/043 Feature Scaling Balancing.mp4 |
79.7 MB |
| UD245/05 Minimizing Churn Rate Through Analysis of Financial Habits/044 Model Building.mp4 |
51.3 MB |
| UD245/05 Minimizing Churn Rate Through Analysis of Financial Habits/045 K-Fold Cross Validation.mp4 |
31.7 MB |
| UD245/05 Minimizing Churn Rate Through Analysis of Financial Habits/046 Feature Selection.mp4 |
64.3 MB |
| UD245/05 Minimizing Churn Rate Through Analysis of Financial Habits/047 Model Conclusion.mp4 |
38.4 MB |
| UD245/05 Minimizing Churn Rate Through Analysis of Financial Habits/048 Final Remarks.mp4 |
24.3 MB |
| UD245/06 Predicting the Likelihood of E-Signing a Loan Based on Financial History/049 Introduction.mp4 |
75.1 MB |
| UD245/06 Predicting the Likelihood of E-Signing a Loan Based on Financial History/050 Data.mp4 |
101.9 MB |
| UD245/06 Predicting the Likelihood of E-Signing a Loan Based on Financial History/051 Data Housekeeping.mp4 |
44.1 MB |
| UD245/06 Predicting the Likelihood of E-Signing a Loan Based on Financial History/052 Histograms.mp4 |
50.8 MB |
| UD245/06 Predicting the Likelihood of E-Signing a Loan Based on Financial History/053 Correlation Plot.mp4 |
24.3 MB |
| UD245/06 Predicting the Likelihood of E-Signing a Loan Based on Financial History/054 Correlation Matrix.mp4 |
33.4 MB |
| UD245/06 Predicting the Likelihood of E-Signing a Loan Based on Financial History/055 Feature Engineering.mp4 |
23.5 MB |
| UD245/06 Predicting the Likelihood of E-Signing a Loan Based on Financial History/056 Data Preprocessing.mp4 |
60.2 MB |
| UD245/06 Predicting the Likelihood of E-Signing a Loan Based on Financial History/057 Model Building Part 1.mp4 |
58.8 MB |
| UD245/06 Predicting the Likelihood of E-Signing a Loan Based on Financial History/058 Model Building Part 2.mp4 |
93.5 MB |
| UD245/06 Predicting the Likelihood of E-Signing a Loan Based on Financial History/059 Grid Search Part 1.mp4 |
74.4 MB |
| UD245/06 Predicting the Likelihood of E-Signing a Loan Based on Financial History/060 Grid Search Part 2.mp4 |
98.1 MB |
| UD245/06 Predicting the Likelihood of E-Signing a Loan Based on Financial History/061 Model Conclusion.mp4 |
18.3 MB |
| UD245/06 Predicting the Likelihood of E-Signing a Loan Based on Financial History/062 Final Remarks.mp4 |
30.6 MB |
| UD245/07 Credit Card Fraud Detection/063 Case Study.mp4 |
30.1 MB |
| UD245/07 Credit Card Fraud Detection/064 Machine Learning Vocabulary.mp4 |
22.9 MB |
| UD245/07 Credit Card Fraud Detection/065 Set Up.mp4 |
23.9 MB |
| UD245/07 Credit Card Fraud Detection/066 Data Visualization.mp4 |
20.4 MB |
| UD245/07 Credit Card Fraud Detection/067 Data Preprocessing.mp4 |
39 MB |
| UD245/07 Credit Card Fraud Detection/068 Deep Learning Part 1.mp4 |
23.2 MB |
| UD245/07 Credit Card Fraud Detection/069 Deep Learning Part 2.mp4 |
48.2 MB |
| UD245/07 Credit Card Fraud Detection/070 Splitting the Data.mp4 |
38.2 MB |
| UD245/07 Credit Card Fraud Detection/071 Training.mp4 |
21.2 MB |
| UD245/07 Credit Card Fraud Detection/072 Metrics.mp4 |
15.1 MB |
| UD245/07 Credit Card Fraud Detection/073 Confusion Matrix.mp4 |
40 MB |
| UD245/07 Credit Card Fraud Detection/074 Machine Learning Classifiers.mp4 |
34.2 MB |
| UD245/07 Credit Card Fraud Detection/075 Random Forest.mp4 |
31 MB |
| UD245/07 Credit Card Fraud Detection/076 Decision Trees.mp4 |
18.8 MB |
| UD245/07 Credit Card Fraud Detection/077 Sampling.mp4 |
7.7 MB |
| UD245/07 Credit Card Fraud Detection/078 Undersampling.mp4 |
36.9 MB |
| UD245/07 Credit Card Fraud Detection/079 Smote.mp4 |
35.7 MB |
| UD245/07 Credit Card Fraud Detection/080 Final remarks.mp4 |
19.1 MB |
| UD245/07 Credit Card Fraud Detection/081 THANK YOU bonus video.mp4 |
52.3 MB |
| UD245/08 Bonus Lectures/082 YOUR SPECIAL BONUS.html |
2 KB |
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