CourseHulu com Machine Learning with Python Practical Application

CourseHulu com Machine Learning with Python Practical Application

Name	[ CourseHulu.com ] Machine Learning with Python - Practical Application	DOWNLOAD Copy Link
Total Size	485.4 MB
Total Files	43
Last Seen	2024-07-23 00:00
Hash	A9C11ADCA24D5E064A785C380047D14926F459C8

/
Get Bonus Downloads Here.url	0.2 KB
/.../01. Course Overview/
01. Course Overview.mp4	3.7 MB
/.../02. Getting Your Hands Dirty with Machine Learning/
02. The Right ML Tool for the Job.mp4	29.2 MB
03. Getting ML Technical.mp4	31.1 MB
04. Learning Styles and Algorithm Types.mp4	19.5 MB
05. Platforms and Libraries.mp4	14.6 MB
06. Takeaway.mp4	3.2 MB
/03. Regression/
07. Introduction to Regression Algorithms.mp4	24.4 MB
08. Linear Regression.mp4	12.0 MB
09. Polynomial Regression.mp4	7.0 MB
10. Lasso Regression.mp4	5.0 MB
11. Ridge Regression.mp4	4.4 MB
12. Perceptron Regression.mp4	7.1 MB
13. Takeaway.mp4	2.3 MB
/04. Classification/
14. Classification Algorithms.mp4	20.3 MB
15. Logistic Regression.mp4	16.9 MB
16. Naive Bayes.mp4	13.6 MB
17. Support Vector Machines.mp4	9.9 MB
18. K Nearest Neighbors.mp4	7.4 MB
19. Decision Trees and Random Forests.mp4	11.7 MB
20. Neural Networks.mp4	16.2 MB
21. Convolutional Neural Networks.mp4	12.7 MB
22. Takeaway.mp4	2.4 MB
/.../05. Dimensionality Reduction/
23. Dimensionality Reduction.mp4	19.7 MB
24. Linear Discriminant Analysis.mp4	7.0 MB
25. Principal Component Analysis.mp4	7.5 MB
26. T Distributed Stochastic Neighbor Embedding.mp4	8.6 MB
27. Takeaway.mp4	1.6 MB
/06. Clustering/
28. Clustering Algorithms.mp4	18.4 MB
29. K Means.mp4	10.5 MB
30. Gaussian Mixtures.mp4	8.3 MB
31. Hierarchical Clustering.mp4	7.2 MB
32. Affinity Propagation.mp4	5.8 MB
33. Takeaway.mp4	1.9 MB
/.../07. Understanding Other Types of ML Problems/
34. Other Types of Machine Learning Algorithms.mp4	12.4 MB
35. Final Takeaway.mp4	26.1 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
/Exercise Files/02/
getting-your-hands-dirty-with-machine-learning-slides.pdf	1.7 MB
/Exercise Files/03/
regression-slides.pdf	15.9 MB
/Exercise Files/04/
classification-slides.pdf	8.0 MB
/Exercise Files/05/
dimensionality-reduction-slides.pdf	13.1 MB
/Exercise Files/06/
clustering-slides.pdf	4.2 MB
/Exercise Files/07/
understanding-other-types-of-ml-problems-slides.pdf	32.6 MB
Total files 43