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Quick Facts

Medium Of InstructionsMode Of LearningMode Of Delivery
EnglishSelf StudyVideo and Text Based

Courses and Certificate Fees

Fees InformationsCertificate AvailabilityCertificate Providing Authority
INR 4117yesCoursera

The Syllabus

Videos
  • Introduction, Logistics, What You'll Learn
  • Data-Parallel to Distributed Data-Parallel
  • Latency
  • RDDs, Spark's Distributed Collection
  • RDDs: Transformation and Actions
  • Evaluation in Spark: Unlike Scala Collections!
  • Cluster Topology Matters!
Readings
  • Tools Setup (Please read)
  • SBT tutorial and Submission of Assignments (Please read)
  • Cheat Sheet
  • Scala Tutorial
  • Scala Style Guide
  • Working on Assignments
Videos
  • Introduction, Logistics, What You'll Learn
  • Data-Parallel to Distributed Data-Parallel
  • Latency
  • RDDs, Spark's Distributed Collection
  • RDDs: Transformation and Actions
  • Evaluation in Spark: Unlike Scala Collections!
  • Cluster Topology Matters!
Readings
  • Tools Setup (Please read)
  • SBT tutorial and Submission of Assignments (Please read)
  • Cheat Sheet
  • Scala Tutorial
  • Scala Style Guide
  • Working on Assignments

Videos
  • Reduction Operations
  • Pair RDDs
  • Transformations and Actions on Pair RDDs
  • Joins
Videos
  • Reduction Operations
  • Pair RDDs
  • Transformations and Actions on Pair RDDs
  • Joins

Videos
  • Shuffling: What it is and why it's important
  • Partitioning
  • Optimizing with Partitioners
  • Wide vs Narrow Dependencies
Videos
  • Shuffling: What it is and why it's important
  • Partitioning
  • Optimizing with Partitioners
  • Wide vs Narrow Dependencies

Videos
  • Structured vs Unstructured Data
  • Spark SQL
  • DataFrames (1)
  • DataFrames (2)
  • Datasets
Videos
  • Structured vs Unstructured Data
  • Spark SQL
  • DataFrames (1)
  • DataFrames (2)
  • Datasets

Instructors

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