Book

Practical Machine Learning Cookbook

Machine learning is the new BLACK GOLD. In this book, we explore topics such as classification, clustering, model selection and regularization, nonlinearity, supervised, unsupervised, and reinforcement learning, structured prediction, neural networks, deep learning, and case studies. The algorithms are developed using R.The book is for students and professionals in the field of statistics, data analytics, and computer science.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
19h approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 19h total length

1. Introduction
2. Classification
3. Clustering
4. Model Selection and Regularization
5. Non-linearity
6. Supervised Learning
7. Unsupervised Learning
8. Reinforcement learning
9. Structured prediction
10. Neural Networks
11. Deep Learning
12. Case Study 1
13. Case Study 2
14. Case Study 3

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