Scala for Machine Learning
| By: | Patrick R. Nicolas |
| Publisher: | Packt Publishing |
| Print ISBN: | 9781783558742 |
| eText ISBN: | 9781783558759 |
| Edition: | 1 |
| Copyright: | 2014 |
| Format: | Reflowable |
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Table of Contents
Book Description
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!What you will learn
- Build dynamic workflows for scientific computing
- Leverage open source libraries to extract patterns from time series
- Write your own classification, clustering, or evolutionary algorithm
- Perform relative performance tuning and evaluation of Spark
- Master probabilistic models for sequential data
- Experiment with advanced techniques such as regularization and kernelization
- Solve big data problems with Scala parallel collections, Akka actors, and Apache Spark clusters
- Apply key learning strategies to a technical analysis of financial markets