Difficulty Level
Intermediate
Completion Time
11h28m
Language
English
About Book
Who Is This Book For?
This book is for anyone who wants to leverage Apache Spark for data science and machine learning. If you are a technologist who wants to expand your knowledge to perform data science operations in Spark, or a data scientist who wants to understand how algorithms are implemented in Spark, or a newbie with minimal development experience who wants to learn about Big Data Analytics, this book is for you!
Spark for Data Science
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 11h28m total length
Big Data and Data Science - An introduction
Spark Programming Model
Introduction to DataFrames
Unified Data Access
Data Analysis on Spark
Machine Learning
Extending Spark with SparkR
Analyzing Unstructured Data
Visualizing Big Data
Putting it all together
Building Data Science applications
Related Resources
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