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[ CourseHulu.com ] Machine Learning With Python - Practical Application
TORRENT SUMMARY
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Many problems are solved using Machine Learning. This course will teach you how to pick the ML algorithm that can help you create the right ML model to solve the problem at hand.
What you'll learn
There are many ways to solve a problem using Machine Learning. Picking the right algorithm can make the difference between success or “burning down in flames”. In this course, Machine Learning with Python - Practical Application, you’ll learn how to pick the right ML model to solve your real-world problem. First, you’ll explore the characteristics of many real-world problems that can be solved using ML. Next, you’ll discover how each one of the types of algorithms can solve a particular problem and how. Finally, you’ll learn how to pick the right algorithm for your problem. When you’re finished with this course, you’ll have the skills and knowledge of ML needed to get started working on your problem and make the world a better place.
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FILE LIST
Filename
Size
~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
27.8 MB
~Get Your Files Here !/02. Getting Your Hands Dirty with Machine Learning/03. Getting ML Technical.mp4
29.7 MB
~Get Your Files Here !/02. Getting Your Hands Dirty with Machine Learning/04. Learning Styles and Algorithm Types.mp4
18.6 MB
~Get Your Files Here !/02. Getting Your Hands Dirty with Machine Learning/05. Platforms and Libraries.mp4
14 MB
~Get Your Files Here !/02. Getting Your Hands Dirty with Machine Learning/06. Takeaway.mp4
3.1 MB
~Get Your Files Here !/03. Regression/07. Introduction to Regression Algorithms.mp4
23.3 MB
~Get Your Files Here !/03. Regression/08. Linear Regression.mp4
11.5 MB
~Get Your Files Here !/03. Regression/09. Polynomial Regression.mp4
6.7 MB
~Get Your Files Here !/03. Regression/10. Lasso Regression.mp4
4.7 MB
~Get Your Files Here !/03. Regression/11. Ridge Regression.mp4
4.2 MB
~Get Your Files Here !/03. Regression/12. Perceptron Regression.mp4
6.8 MB
~Get Your Files Here !/03. Regression/13. Takeaway.mp4
2.2 MB
~Get Your Files Here !/04. Classification/14. Classification Algorithms.mp4
19.4 MB
~Get Your Files Here !/04. Classification/15. Logistic Regression.mp4
16.1 MB
~Get Your Files Here !/04. Classification/16. Naive Bayes.mp4
13 MB
~Get Your Files Here !/04. Classification/17. Support Vector Machines.mp4
9.4 MB
~Get Your Files Here !/04. Classification/18. K Nearest Neighbors.mp4
7.1 MB
~Get Your Files Here !/04. Classification/19. Decision Trees and Random Forests.mp4
11.2 MB
~Get Your Files Here !/04. Classification/20. Neural Networks.mp4
15.5 MB
~Get Your Files Here !/04. Classification/21. Convolutional Neural Networks.mp4
12.1 MB
~Get Your Files Here !/04. Classification/22. Takeaway.mp4
2.3 MB
~Get Your Files Here !/05. Dimensionality Reduction/23. Dimensionality Reduction.mp4
18.8 MB
~Get Your Files Here !/05. Dimensionality Reduction/24. Linear Discriminant Analysis.mp4
6.7 MB
~Get Your Files Here !/05. Dimensionality Reduction/25. Principal Component Analysis.mp4
7.1 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
1.5 MB
~Get Your Files Here !/06. Clustering/28. Clustering Algorithms.mp4
17.5 MB
~Get Your Files Here !/06. Clustering/29. K Means.mp4
10 MB
~Get Your Files Here !/06. Clustering/30. Gaussian Mixtures.mp4
7.9 MB
~Get Your Files Here !/06. Clustering/31. Hierarchical Clustering.mp4
6.8 MB
~Get Your Files Here !/06. Clustering/32. Affinity Propagation.mp4
5.6 MB
~Get Your Files Here !/06. Clustering/33. Takeaway.mp4
1.9 MB
~Get Your Files Here !/07. Understanding Other Types of ML Problems/34. Other Types of Machine Learning Algorithms.mp4
11.8 MB
~Get Your Files Here !/07. Understanding Other Types of ML Problems/35. Final Takeaway.mp4
24.9 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
1.6 MB
~Get Your Files Here !/Exercise Files/03/regression-slides.pdf
15.1 MB
~Get Your Files Here !/Exercise Files/04/classification-slides.pdf
7.7 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
4 MB
~Get Your Files Here !/Exercise Files/07/understanding-other-types-of-ml-problems-slides.pdf
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