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Apache Spark Hands on Specialization for Big Data Analytics

Apache Spark Hands on Specialization for Big Data Analytics

Apache Spark Hands on Specialization for Big Data Analytics

100% OFF UDEMY COUPON ONLINE COURSES

Apache Spark Hands on Specialization for Big Data Analytics


In-depth course to master Apache Spark Development using Scala for Big Data (with 30+ real-world & hands-on examples)

Created by Irfan Elahi

Preview This Course GET COUPON CODE


What Will I Learn?


  • Understand the relationship between Apache Spark and Hadoop Ecosystem
  • Understand Apache Spark use-cases and advanced characteristics
  • Understand Apache Spark Architecture and how it works
  • Understand how Apache Spark on YARN (Hadoop) works in multiple modes
  • Understand development life-cycle of Apache Spark Applications in Python and Scala
  • Learn the foundations of Scala programming language
  • Understand Apache Spark's primary data abstraction (RDDs)
  • Understand and use RDDs advanced characteristics (e.g. partitioning)
  • Learn nuances in loading files in Hadoop Distributed File system in Apache Spark
  • Learn implications of delimiters in text files and its processing in Spark
  • Create and use RDDs by parallelizing Scala's collection objects and implications
  • Learn the usage of Spark and YARN Web UI to gain in-depth operational insights
  • Understand Spark's Direct Acyclic Graph (DAG) based execution model and implications
  • Learn Transformations and their lazy execution semantics
  • Learn Map transformation and master its applications in real-world challenges
  • Learn Filter transformation and master its usage in real-world challenges
  • Learn Apache Spark's advanced Transformations and Actions
  • Learn and use RDDs of different JVM objects including collections and understanding critical nuances
  • Learn and use Apache Spark for statistical analysis
  • Learn and master Key Value Pair RDDs and their applications in complex Big Data problems
  • Learn and master Join Operations on complex Key Value Pair RDDs in Apache Spark
  • Learn how RDDs caching works and use it for advanced performance optimization
  • Learn how to use Apache Spark for Data Ranking problems
  • Learn how to use Apache Spark for handling and processing structured and unstructured data
  • Learn how to use Apache Spark for advanced Business Analytics
  • Learn how to use Apache Spark for advanced data integrity and quality checks
  • Learn how to use Scala's advanced features like functional programming and pattern matching
  • Learn how to use Apache Spark for logs processing

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