[ FreeCourseWeb.com ] Udemy - Unsupervised Machine Learning with 2 Capstone ML Projects

1. ~Get Your Files Here !/2. Introduction to Dimensionality Reduction/3. Solving a Real World Problem.mp4 101.16 MB
2. ~Get Your Files Here !/1. Introduction to Clustering Analysis/8. Using Silhouette Score to analyze the clusters.mp4 98.58 MB
3. ~Get Your Files Here !/1. Introduction to Clustering Analysis/10. Introduction to Hierarchical Clustering.mp4 90.52 MB
4. ~Get Your Files Here !/2. Introduction to Dimensionality Reduction/14. Introduction to t-SNE.mp4 83.16 MB
5. ~Get Your Files Here !/2. Introduction to Dimensionality Reduction/1. Why High Dimensional Datasets are a Problem.mp4 81.16 MB
6. ~Get Your Files Here !/4. Customer Segmentation Engine/3. Data Analysis and Visualization.mp4 79.58 MB
7. ~Get Your Files Here !/1. Introduction to Clustering Analysis/13. Introduction to DBSCAN Clustering.mp4 77.37 MB
8. ~Get Your Files Here !/2. Introduction to Dimensionality Reduction/12. Introduction to Principal Component Analysis.mp4 75.52 MB
9. ~Get Your Files Here !/3. Optimizing Crop Production/4. Performing Descriptive Statistics.mp4 75.21 MB
10. ~Get Your Files Here !/1. Introduction to Clustering Analysis/7. Implementing K Means on the Mall Dataset.mp4 73.35 MB
11. ~Get Your Files Here !/2. Introduction to Dimensionality Reduction/4. Introduction to Correlation using Heatmap.mp4 73.12 MB
12. ~Get Your Files Here !/1. Introduction to Clustering Analysis/6. Solving a Real World Problem.mp4 72.78 MB
13. ~Get Your Files Here !/1. Introduction to Clustering Analysis/4. Using the Elbow Method for Choosing the Best Value for K.mp4 68.64 MB
14. ~Get Your Files Here !/1. Introduction to Clustering Analysis/2. Types of Clustering.mp4 66.83 MB
15. ~Get Your Files Here !/2. Introduction to Dimensionality Reduction/18. Difference between PCA, t-SNE, and LDA.mp4 66.38 MB
16. ~Get Your Files Here !/3. Optimizing Crop Production/6. Clustering Similar Crops.mp4 65.16 MB
17. ~Get Your Files Here !/4. Customer Segmentation Engine/4. KMeans Clustering Analysis.mp4 63.29 MB
18. ~Get Your Files Here !/1. Introduction to Clustering Analysis/1. Introduction to Clustering.mp4 59.21 MB
19. ~Get Your Files Here !/2. Introduction to Dimensionality Reduction/2. Methods to solve the problem of High Dimensionality.mp4 58.44 MB
20. ~Get Your Files Here !/2. Introduction to Dimensionality Reduction/8. Introduction to Recursive Feature Selection.mp4 58.11 MB
21. ~Get Your Files Here !/1. Introduction to Clustering Analysis/3. Applications of Clustering.mp4 57.34 MB
22. ~Get Your Files Here !/2. Introduction to Dimensionality Reduction/13. Implementing PCA.mp4 56.88 MB
23. ~Get Your Files Here !/3. Optimizing Crop Production/2. Understanding the Dataset.mp4 56.40 MB
24. ~Get Your Files Here !/4. Customer Segmentation Engine/1. Understanding the Problem Statement.mp4 54.82 MB
25. ~Get Your Files Here !/2. Introduction to Dimensionality Reduction/10. Introduction the Boruta Algorithm.mp4 53.74 MB
26. ~Get Your Files Here !/1. Introduction to Clustering Analysis/12. Implementing Hierarchical Clustering.mp4 53.63 MB
27. ~Get Your Files Here !/2. Introduction to Dimensionality Reduction/9. Implementing Recursive Feature Selection.mp4 52.15 MB
28. ~Get Your Files Here !/1. Introduction to Clustering Analysis/9. Clustering Multiple Dimensions.mp4 51.24 MB
29. ~Get Your Files Here !/1. Introduction to Clustering Analysis/5. Introduction to K Means Clustering.mp4 50.49 MB
30. ~Get Your Files Here !/2. Introduction to Dimensionality Reduction/5. Removing Highly Correlated Columns using Correlation.mp4 50.07 MB
31. ~Get Your Files Here !/2. Introduction to Dimensionality Reduction/16. Introduction to Linear Discriminant Analysis.mp4 49.93 MB
32. ~Get Your Files Here !/2. Introduction to Dimensionality Reduction/6. Introduction to Variance Inflation Filtering.mp4 49.83 MB
33. ~Get Your Files Here !/2. Introduction to Dimensionality Reduction/7. Implementing VIF using statsmodel.mp4 49.00 MB
34. ~Get Your Files Here !/1. Introduction to Clustering Analysis/14. Implementing DBSCAN Clustering.mp4 48.99 MB
35. ~Get Your Files Here !/3. Optimizing Crop Production/1. Setting up the Environment.mp4 47.55 MB
36. ~Get Your Files Here !/5. Outro Section/1. Conclusion.mp4 47.42 MB
37. ~Get Your Files Here !/2. Introduction to Dimensionality Reduction/11. Implementing the Boruta Algorithm.mp4 44.27 MB
38. ~Get Your Files Here !/1. Introduction to Clustering Analysis/11. Introduction to Dendrograms.mp4 42.77 MB
39. ~Get Your Files Here !/4. Customer Segmentation Engine/5. Applying Hierarchical Clustering.mp4 41.74 MB
40. ~Get Your Files Here !/3. Optimizing Crop Production/10. Summarizing the Key-Points.mp4 41.50 MB
41. ~Get Your Files Here !/3. Optimizing Crop Production/8. Building a Machine Learning Classification Model.mp4 41.34 MB
42. ~Get Your Files Here !/3. Optimizing Crop Production/5. Analyzing Agricultural Conditions.mp4 40.06 MB
43. ~Get Your Files Here !/4. Customer Segmentation Engine/6. Three Dimensional Clustering.mp4 37.62 MB
44. ~Get Your Files Here !/2. Introduction to Dimensionality Reduction/17. Implementing LDA.mp4 37.62 MB
45. ~Get Your Files Here !/2. Introduction to Dimensionality Reduction/15. Implementing t-SNE.mp4 36.98 MB
46. ~Get Your Files Here !/3. Optimizing Crop Production/3. Understanding the Problem Statement.mp4 36.29 MB
47. ~Get Your Files Here !/4. Customer Segmentation Engine/2. Setting up the Environment.mp4 29.53 MB
48. ~Get Your Files Here !/3. Optimizing Crop Production/7. Visualizing the Hidden Patterns.mp4 28.48 MB
49. ~Get Your Files Here !/3. Optimizing Crop Production/9. Real Time Predictions.mp4 28.33 MB
50. ~Get Your Files Here !/3. Solving a Real World Problem.jpeg 197 KB