FreeCourseLab com Udemy Machine Learning Practical Real World Applications

FreeCourseLab com Udemy Machine Learning Practical Real World Applications

Name	[FreeCourseLab.com] Udemy - Machine Learning Practical 6 Real-World Applications	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	4.3 GB
Total Files	158
Hash	2353C63EF2D30F173528B6C4BBA5EABEBA4B9311

/1. Introduction/
1. Welcome to the course!.mp4	38.5 MB
1. Welcome to the course!.vtt	2.4 KB
2. Where to get the materials.html	0.1 KB
/2. Breast Cancer Classification/
1. Introduction.mp4	15.7 MB
1. Introduction.vtt	1.0 KB
2. Business Challenge.mp4	63.9 MB
2. Business Challenge.vtt	3.8 KB
3. Updates on Udemy Reviews.mp4	58.8 MB
3. Updates on Udemy Reviews.vtt	3.6 KB
4. Challenge in Machine Learning Vocabulary.mp4	82.9 MB
4. Challenge in Machine Learning Vocabulary.vtt	10.2 KB
5. Data Visualisation.mp4	147.3 MB
5. Data Visualisation.vtt	23.5 KB
6. Model Training.mp4	74.4 MB
6. Model Training.vtt	11.3 KB
7. Model Evaluation.mp4	95.8 MB
7. Model Evaluation.vtt	14.7 KB
8. Improving the Model.mp4	199.0 MB
8. Improving the Model.vtt	29.8 KB
9. Conclusion.mp4	25.2 MB
9. Conclusion.vtt	3.7 KB
/3. Fashion Class Classification/
1. Business Challenge.mp4	96.7 MB
1. Business Challenge.vtt	6.0 KB
10. Conclusion.mp4	58.0 MB
10. Conclusion.vtt	4.7 KB
2. Challenge in Machine Learning Vocabulary.mp4	72.6 MB
2. Challenge in Machine Learning Vocabulary.vtt	8.7 KB
3. Data Visualisation.mp4	136.5 MB
3. Data Visualisation.vtt	20.4 KB
4. Model Training Part I.mp4	108.8 MB
4. Model Training Part I.vtt	12.1 KB
5. Model Training Part II.mp4	82.1 MB
5. Model Training Part II.vtt	10.3 KB
6. Model Training Part III.mp4	132.1 MB
6. Model Training Part III.vtt	14.7 KB
7. Model Training Part IV.mp4	134.4 MB
7. Model Training Part IV.vtt	19.9 KB
8. Model Evaluation.mp4	77.2 MB
8. Model Evaluation.vtt	12.5 KB
9. Improving the Model.mp4	33.2 MB
9. Improving the Model.vtt	3.6 KB
/4. Directing Customers to Subscription Through App Behavior Analysis/
1. Fintech Case Studies Introduction.mp4	15.3 MB
1. Fintech Case Studies Introduction.vtt	2.1 KB
10. Model Building.mp4	75.8 MB
10. Model Building.vtt	13.3 KB
11. Model Conclusion.mp4	31.4 MB
11. Model Conclusion.vtt	4.2 KB
12. Final Remarks.mp4	20.0 MB
12. Final Remarks.vtt	2.5 KB
2. Introduction.mp4	19.2 MB
2. Introduction.vtt	2.4 KB
3. Data.mp4	56.2 MB
3. Data.vtt	4.2 KB
4. Features Histograms.mp4	63.8 MB
4. Features Histograms.vtt	10.0 KB
5. Correlation Plot.mp4	23.1 MB
5. Correlation Plot.vtt	5.6 KB
6. Correlation Matrix.mp4	33.8 MB
6. Correlation Matrix.vtt	8.5 KB
7. Feature Engineering - Response.mp4	57.6 MB
7. Feature Engineering - Response.vtt	10.0 KB
8. Feature Engineering - Screens.mp4	74.5 MB
8. Feature Engineering - Screens.vtt	10.6 KB
9. Data Pre-Processing.mp4	63.6 MB
9. Data Pre-Processing.vtt	10.0 KB
/5. Minimizing Churn Rate Through Analysis of Financial Habits/
1. Introduction.mp4	20.6 MB
1. Introduction.vtt	2.6 KB
10. Model Building.mp4	53.8 MB
10. Model Building.vtt	9.7 KB
11. K-Fold Cross Validation.mp4	33.2 MB
11. K-Fold Cross Validation.vtt	5.4 KB
12. Feature Selection.mp4	67.4 MB
12. Feature Selection.vtt	8.9 KB
13. Model Conclusion.mp4	40.3 MB
13. Model Conclusion.vtt	5.4 KB
14. Final Remarks.mp4	25.5 MB
14. Final Remarks.vtt	3.2 KB
2. Data.mp4	81.2 MB
2. Data.vtt	10.0 KB
3. Data Cleaning.mp4	34.1 MB
3. Data Cleaning.vtt	5.8 KB
4. Features Histograms.mp4	52.7 MB
4. Features Histograms.vtt	11.0 KB
5. Pie Chart Distributions.mp4	74.0 MB
5. Pie Chart Distributions.vtt	10.9 KB
6. Correlation Plot.mp4	51.1 MB
6. Correlation Plot.vtt	9.6 KB
7. Correlation Matrix.mp4	58.8 MB
7. Correlation Matrix.vtt	12.0 KB
8. One-Hot Encoding.mp4	45.0 MB
8. One-Hot Encoding.vtt	6.7 KB
9. Feature Scaling & Balancing.mp4	83.6 MB
9. Feature Scaling & Balancing.vtt	11.2 KB
/6. Predicting the Likelihood of E-Signing a Loan Based on Financial History/
1. Introduction.mp4	78.8 MB
1. Introduction.vtt	9.8 KB
10. Model Building Part 2.mp4	98.0 MB
10. Model Building Part 2.vtt	11.9 KB
11. Grid Search Part 1.mp4	78.0 MB
11. Grid Search Part 1.vtt	14.3 KB
12. Grid Search Part 2.mp4	102.8 MB
12. Grid Search Part 2.vtt	11.5 KB
13. Model Conclusion.mp4	19.2 MB
13. Model Conclusion.vtt	3.5 KB
14. Final Remarks.mp4	32.1 MB
14. Final Remarks.vtt	4.2 KB
2. Data.mp4	106.9 MB
2. Data.vtt	10.1 KB
3. Data Housekeeping.mp4	46.2 MB
3. Data Housekeeping.vtt	7.0 KB
4. Histograms.mp4	53.3 MB
4. Histograms.vtt	12.9 KB
5. Correlation Plot.mp4	25.5 MB
5. Correlation Plot.vtt	6.8 KB
6. Correlation Matrix.mp4	35.0 MB
6. Correlation Matrix.vtt	9.3 KB
7. Feature Engineering.mp4	24.6 MB
7. Feature Engineering.vtt	6.7 KB
8. Data Preprocessing.mp4	63.1 MB
8. Data Preprocessing.vtt	11.2 KB
9. Model Building Part 1.mp4	61.6 MB
9. Model Building Part 1.vtt	8.2 KB
/7. Credit Card Fraud Detection/
1. Case Study.mp4	31.5 MB
1. Case Study.vtt	3.6 KB
10. Metrics.mp4	15.8 MB
10. Metrics.vtt	4.0 KB
11. Confusion Matrix.mp4	42.0 MB
11. Confusion Matrix.vtt	4.1 KB
12. Machine Learning Classifiers.mp4	35.8 MB
12. Machine Learning Classifiers.vtt	7.9 KB
13. Random Forest.mp4	32.5 MB
13. Random Forest.vtt	3.2 KB
14. Decision Trees.mp4	19.7 MB
14. Decision Trees.vtt	2.6 KB
15. Sampling.mp4	8.1 MB
15. Sampling.vtt	2.1 KB
16. Undersampling.mp4	38.7 MB
16. Undersampling.vtt	2.6 KB
17. Smote.mp4	37.4 MB
17. Smote.vtt	2.5 KB
18. Final remarks.mp4	20.0 MB
18. Final remarks.vtt	3.1 KB
2. Machine Learning Vocabulary.mp4	24.1 MB
2. Machine Learning Vocabulary.vtt	3.4 KB
3. Set Up.mp4	25.1 MB
3. Set Up.vtt	3.3 KB
4. Data Visualization.mp4	21.4 MB
4. Data Visualization.vtt	2.5 KB
5. Data Preprocessing.mp4	40.9 MB
5. Data Preprocessing.vtt	3.0 KB
6. Deep Learning Part 1.mp4	24.3 MB
6. Deep Learning Part 1.vtt	3.5 KB
7. Deep Learning Part 2.mp4	50.5 MB
7. Deep Learning Part 2.vtt	7.6 KB
8. Splitting the Data.mp4	40.1 MB
8. Splitting the Data.vtt	4.2 KB
9. Training.mp4	22.2 MB
9. Training.vtt	1.9 KB
/
[FreeCourseLab.com].url	0.1 KB
Total files 158