Difficulty Level
Intermediate
Completion Time
10h52m
Language
English
About Book
Who Is This Book For?
Though this book is primarily aimed at data analysts and data scientists, it will also help architects, programmers, and practitioners. Knowledge of either Spark or Hadoop would be beneficial. It is assumed that you have basic programming background in Scala, Python, SQL, or R programming with basic Linux experience. Working experience within big data environments is not mandatory.
Big Data Analytics
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 10h52m total length
Big Data Analytics at 10,000 foot view
Getting started with Apache Hadoop and Apache Spark
Deep Dive into Apache Spark
Big Data Analytics with Spark SQL and DataFrames
Real-time Analytics with Spark Streaming
Notebooks and Dataflows with Spark and Hadoop
Machine Learning with Spark and Hadoop
Building Recommendation Systems with Spark and Mahout
Graph analysis with Graphx
Interactive Analytics with SparkR
Related Resources
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