Scala for Machine Learning
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Scala for Machine Learning
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Overview of this book
Are you curious about AI? All you need is a good understanding of the Scala programming language, a basic knowledge of statistics, a keen interest in Big Data processing, and this book!
Table of Contents (15 chapters)
Preface
Free Chapter
1. Getting Started
2. Hello World!
3. Data Preprocessing
4. Unsupervised Learning
5. Naïve Bayes Classifiers
6. Regression and Regularization
7. Sequential Data Models
8. Kernel Models and Support Vector Machines
9. Artificial Neural Networks
10. Genetic Algorithms
11. Reinforcement Learning
12. Scalable Frameworks
A. Basic Concepts
Index
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