Spark for Data Science

Table of Contents

1. Big Data and Data Science - An introduction
2. Spark Programming Model
3. Introduction to DataFrames
4. Unified Data Access
5. Data Analysis on Spark
6. Machine Learning
7. Extending Spark with SparkR
8. Analyzing Unstructured Data
9. Visualizing Big Data
10. Putting it all together
11. Building Data Science applications