[ CourseHulu.com ] Machine Learning with Python - Practical Application
大小
462.92 MB
文件数
43
Info Hash:
A9C11ADCA24D5E064A785C380047D14926F459C8
收录时间
2025-12-19 08:23:33
更新时间
2025-12-19 08:23:33
文件列表 (43)
Get Bonus Downloads Here.url
180 B
~Get Your Files Here !/01. Course Overview/01. Course Overview.mp4
3.5 MB
~Get Your Files Here !/02. Getting Your Hands Dirty with Machine Learning/02. The Right ML Tool for the Job.mp4
27.83 MB
~Get Your Files Here !/02. Getting Your Hands Dirty with Machine Learning/03. Getting ML Technical.mp4
29.66 MB
~Get Your Files Here !/02. Getting Your Hands Dirty with Machine Learning/04. Learning Styles and Algorithm Types.mp4
18.61 MB
~Get Your Files Here !/02. Getting Your Hands Dirty with Machine Learning/05. Platforms and Libraries.mp4
13.97 MB
~Get Your Files Here !/02. Getting Your Hands Dirty with Machine Learning/06. Takeaway.mp4
3.06 MB
~Get Your Files Here !/03. Regression/07. Introduction to Regression Algorithms.mp4
23.29 MB
~Get Your Files Here !/03. Regression/08. Linear Regression.mp4
11.48 MB
~Get Your Files Here !/03. Regression/09. Polynomial Regression.mp4
6.71 MB
~Get Your Files Here !/03. Regression/10. Lasso Regression.mp4
4.75 MB
~Get Your Files Here !/03. Regression/11. Ridge Regression.mp4
4.17 MB
~Get Your Files Here !/03. Regression/12. Perceptron Regression.mp4
6.77 MB
~Get Your Files Here !/03. Regression/13. Takeaway.mp4
2.23 MB
~Get Your Files Here !/04. Classification/14. Classification Algorithms.mp4
19.39 MB
~Get Your Files Here !/04. Classification/15. Logistic Regression.mp4
16.14 MB
~Get Your Files Here !/04. Classification/16. Naive Bayes.mp4
13 MB
~Get Your Files Here !/04. Classification/17. Support Vector Machines.mp4
9.43 MB
~Get Your Files Here !/04. Classification/18. K Nearest Neighbors.mp4
7.08 MB
~Get Your Files Here !/04. Classification/19. Decision Trees and Random Forests.mp4
11.17 MB
~Get Your Files Here !/04. Classification/20. Neural Networks.mp4
15.46 MB
~Get Your Files Here !/04. Classification/21. Convolutional Neural Networks.mp4
12.14 MB
~Get Your Files Here !/04. Classification/22. Takeaway.mp4
2.3 MB
~Get Your Files Here !/05. Dimensionality Reduction/23. Dimensionality Reduction.mp4
18.76 MB
~Get Your Files Here !/05. Dimensionality Reduction/24. Linear Discriminant Analysis.mp4
6.69 MB
~Get Your Files Here !/05. Dimensionality Reduction/25. Principal Component Analysis.mp4
7.14 MB
~Get Your Files Here !/05. Dimensionality Reduction/26. T Distributed Stochastic Neighbor Embedding.mp4
8.2 MB
~Get Your Files Here !/05. Dimensionality Reduction/27. Takeaway.mp4
1.54 MB
~Get Your Files Here !/06. Clustering/28. Clustering Algorithms.mp4
17.53 MB
~Get Your Files Here !/06. Clustering/29. K Means.mp4
10.02 MB
~Get Your Files Here !/06. Clustering/30. Gaussian Mixtures.mp4
7.91 MB
~Get Your Files Here !/06. Clustering/31. Hierarchical Clustering.mp4
6.83 MB
~Get Your Files Here !/06. Clustering/32. Affinity Propagation.mp4
5.56 MB
~Get Your Files Here !/06. Clustering/33. Takeaway.mp4
1.86 MB
~Get Your Files Here !/07. Understanding Other Types of ML Problems/34. Other Types of Machine Learning Algorithms.mp4
11.84 MB
~Get Your Files Here !/07. Understanding Other Types of ML Problems/35. Final Takeaway.mp4
24.94 MB
~Get Your Files Here !/Bonus Resources.txt
386 B
~Get Your Files Here !/Exercise Files/02/getting-your-hands-dirty-with-machine-learning-slides.pdf
1.63 MB
~Get Your Files Here !/Exercise Files/03/regression-slides.pdf
15.13 MB
~Get Your Files Here !/Exercise Files/04/classification-slides.pdf
7.67 MB
~Get Your Files Here !/Exercise Files/05/dimensionality-reduction-slides.pdf
12.5 MB
~Get Your Files Here !/Exercise Files/06/clustering-slides.pdf
3.99 MB
~Get Your Files Here !/Exercise Files/07/understanding-other-types-of-ml-problems-slides.pdf
31.06 MB