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Apache Spark & Scala

By learning this course, You will be able to make big analysis on Real Time Datasets using most robust Functional programming language "Scala" under Apache Spark Framework and infrastructure.

  • Duration: 45Hrs
  • ID: BD 2910
  • Category: Data Science
  • Location: Bangalore, Kolkata, Bhubaneswar, Online
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Apache Spark provides a framework for distributed computing of data stored in a cluster. It allows for iterative algorithms and its implementation has reduced the response time by several orders of magnitude. Training algorithms for Machine Learning systems form the core of Spark.

A very prized skill in the field of Big Data for real time data analysis.

  • Introduction to Scala and Apache spark
  • OOPS and functional programming in Scala
  • Introduction to Big Data
  • Common operations of Spark
  • Working with RDDs
  • Spark streaming and MLlib
  • GraphX And SparkSQL
  • Performance tuning in Spark
  • Live project