Applied Machine Learning Algorithms 2024 DevCourseWeb

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English

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Other

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267.9 MB

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2024-04-25 15:46 (2 years, 6 months ago)

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Files

1. Get Bonus Downloads Here.url182 bytes
2. 01 - Applied machine learning Algorithms.mp44.5 MB
3. 01 - Applied machine learning Algorithms.srt1.5 KB
4. 02 - What you should know.mp44.9 MB
5. 02 - What you should know.srt1.9 KB
6. 01 - K-means.mp418.4 MB
7. 01 - K-means.srt14.4 KB
8. 02 - K evaluation.mp417.8 MB
9. 02 - K evaluation.srt13.7 KB
10. 03 - Understanding clusters.mp419.1 MB
11. 03 - Understanding clusters.srt14.9 KB
12. 04 - Other algorithms.mp45.8 MB
13. 05 - Challenge Apply KNN.mp41.5 MB
14. 05 - Challenge Apply KNN.srt1.5 KB
15. 06 - Solution Apply KNN.mp415.7 MB
16. 06 - Solution Apply KNN.srt12.8 KB
17. 01 - PCA.mp48.3 MB
18. 01 - PCA.srt6.3 KB
19. 02 - Structure of components.mp49.0 MB
20. 02 - Structure of components.srt6.5 KB
21. 03 - Components.mp412.0 MB
22. 03 - Components.srt8.7 KB
23. 04 - Scatter plot.mp44.3 MB
24. 04 - Scatter plot.srt3.6 KB
25. 05 - Other algorithms.mp47.6 MB
26. 05 - Other algorithms.srt6.5 KB
27. 06 - Challenge Utilize PCA.mp4933.2 KB
28. 06 - Challenge Utilize PCA.srt895 bytes
29. 07 - Solution Utilize PCA.mp411.2 MB
30. 07 - Solution Utilize PCA.srt6.8 KB
31. 01 - Linear regression algorithm.mp49.6 MB
32. 01 - Linear regression algorithm.srt7.5 KB
33. 02 - scikit-learn.mp48.1 MB
34. 02 - scikit-learn.srt7.3 KB
35. 03 - Real-world example.mp413.3 MB
36. 03 - Real-world example.srt9.8 KB
37. 04 - Assumptions.mp414.4 MB
38. 04 - Assumptions.srt10.0 KB
39. 05 - Challenge Develop a linear regression model.mp41.0 MB
40. 05 - Challenge Develop a linear regression model.srt804 bytes
41. 06 - Solution Develop a linear regression model.mp44.2 MB
42. 06 - Solution Develop a linear regression model.srt3.1 KB
43. 01 - Logistic regression algorithm.mp42.7 MB
44. 01 - Logistic regression algorithm.srt2.2 KB
45. 02 - Basic example.mp43.6 MB
46. 02 - Basic example.srt3.1 KB
47. 03 - Assumptions.mp49.5 MB
48. 03 - Assumptions.srt6.9 KB
49. 04 - Challenge Construct a logistic regression model.mp4360.4 KB
50. 04 - Challenge Construct a logistic regression model.srt264 bytes
51. 05 - Solution Construct a logistic regression model.mp410.9 MB
52. 05 - Solution Construct a logistic regression model.srt7.3 KB
53. 01 - Decision tree algorithm.mp49.0 MB
54. 01 - Decision tree algorithm.srt7.3 KB
55. 02 - Real-world example.mp415.5 MB
56. 02 - Real-world example.srt10.9 KB
57. 03 - Random Forest and XGBoost.mp48.2 MB
58. 03 - Random Forest and XGBoost.srt7.6 KB
59. 04 - Challenge Design a decision tree model.mp4713.5 KB
60. 05 - Solution Design a decision tree model.mp49.0 MB
61. 05 - Solution Design a decision tree model.srt5.7 KB
62. 01 - Next steps.mp46.6 MB
63. 01 - Next steps.srt2.6 KB
64. Bonus Resources.txt386 bytes

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