Apache Spark 2.x Machine Learning Cookbook

Table of Contents

1. Practical Machine Learning with Spark using Scala
2. Just enough Linear Algebra for Machine Learning with Spark
3. Spark
4. Common Recipes for Implementing a Robust Machine Learning System
5. Practical Machine Learning with Regression and Classification in Spark 2.0
6. Practical Machine Learning with Regression and Classification in Spark 2.0
7. Recommendation engine that scales with Spark
8. Unsupervised Clustering with Apache Spark 2.0
9. Optimization
10. Build Machine Learning Systems with Decision Tree and Ensemble Models
11. Curse of high-dimensionality in Big Data
12. Implementing Text Analytics with Spark 2.0 ML Library
13. Spark Streaming and Machine Learning Library