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Applied Machine Learning Algorithms 2024 DevCourseWeb

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Downloads: 30
Language: English
Category: Other
Size: 267.9 MB
Added: April 25, 2024, 3:46 p.m.
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Files:
  1. Get Bonus Downloads Here.url 182 bytes
  2. 01 - Applied machine learning Algorithms.mp4 4.5 MB
  3. 01 - Applied machine learning Algorithms.srt 1.5 KB
  4. 02 - What you should know.mp4 4.9 MB
  5. 02 - What you should know.srt 1.9 KB
  6. 01 - K-means.mp4 18.4 MB
  7. 01 - K-means.srt 14.4 KB
  8. 02 - K evaluation.mp4 17.8 MB
  9. 02 - K evaluation.srt 13.7 KB
  10. 03 - Understanding clusters.mp4 19.1 MB
  11. 03 - Understanding clusters.srt 14.9 KB
  12. 04 - Other algorithms.mp4 5.8 MB
  13. 05 - Challenge Apply KNN.mp4 1.5 MB
  14. 05 - Challenge Apply KNN.srt 1.5 KB
  15. 06 - Solution Apply KNN.mp4 15.7 MB
  16. 06 - Solution Apply KNN.srt 12.8 KB
  17. 01 - PCA.mp4 8.3 MB
  18. 01 - PCA.srt 6.3 KB
  19. 02 - Structure of components.mp4 9.0 MB
  20. 02 - Structure of components.srt 6.5 KB
  21. 03 - Components.mp4 12.0 MB
  22. 03 - Components.srt 8.7 KB
  23. 04 - Scatter plot.mp4 4.3 MB
  24. 04 - Scatter plot.srt 3.6 KB
  25. 05 - Other algorithms.mp4 7.6 MB
  26. 05 - Other algorithms.srt 6.5 KB
  27. 06 - Challenge Utilize PCA.mp4 933.2 KB
  28. 06 - Challenge Utilize PCA.srt 895 bytes
  29. 07 - Solution Utilize PCA.mp4 11.2 MB
  30. 07 - Solution Utilize PCA.srt 6.8 KB
  31. 01 - Linear regression algorithm.mp4 9.6 MB
  32. 01 - Linear regression algorithm.srt 7.5 KB
  33. 02 - scikit-learn.mp4 8.1 MB
  34. 02 - scikit-learn.srt 7.3 KB
  35. 03 - Real-world example.mp4 13.3 MB
  36. 03 - Real-world example.srt 9.8 KB
  37. 04 - Assumptions.mp4 14.4 MB
  38. 04 - Assumptions.srt 10.0 KB
  39. 05 - Challenge Develop a linear regression model.mp4 1.0 MB
  40. 05 - Challenge Develop a linear regression model.srt 804 bytes
  41. 06 - Solution Develop a linear regression model.mp4 4.2 MB
  42. 06 - Solution Develop a linear regression model.srt 3.1 KB
  43. 01 - Logistic regression algorithm.mp4 2.7 MB
  44. 01 - Logistic regression algorithm.srt 2.2 KB
  45. 02 - Basic example.mp4 3.6 MB
  46. 02 - Basic example.srt 3.1 KB
  47. 03 - Assumptions.mp4 9.5 MB
  48. 03 - Assumptions.srt 6.9 KB
  49. 04 - Challenge Construct a logistic regression model.mp4 360.4 KB
  50. 04 - Challenge Construct a logistic regression model.srt 264 bytes
  51. 05 - Solution Construct a logistic regression model.mp4 10.9 MB
  52. 05 - Solution Construct a logistic regression model.srt 7.3 KB
  53. 01 - Decision tree algorithm.mp4 9.0 MB
  54. 01 - Decision tree algorithm.srt 7.3 KB
  55. 02 - Real-world example.mp4 15.5 MB
  56. 02 - Real-world example.srt 10.9 KB
  57. 03 - Random Forest and XGBoost.mp4 8.2 MB
  58. 03 - Random Forest and XGBoost.srt 7.6 KB
  59. 04 - Challenge Design a decision tree model.mp4 713.5 KB
  60. 05 - Solution Design a decision tree model.mp4 9.0 MB
  61. 05 - Solution Design a decision tree model.srt 5.7 KB
  62. 01 - Next steps.mp4 6.6 MB
  63. 01 - Next steps.srt 2.6 KB
  64. Bonus Resources.txt 386 bytes

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