Big Data Analysis with Scala and Spark

Evaluation in Spark Unlike Scala Collections!

Big Data Analysis with Scala and Spark

RDDs Transformation and Actions

Big Data Analysis with Scala and Spark

Cluster Topology Matters!

Big Data Analysis with Scala and Spark

RDDs, Spark's Distributed Collection

Big Data Analysis with Scala and Spark

Reduction Operations

Big Data Analysis with Scala and Spark

Pair RDDs

Big Data Analysis with Scala and Spark

Latency

Big Data Analysis with Scala and Spark

Transformations and Actions on Pair RDDs

Big Data Analysis with Scala and Spark

Data-Parallel to Distributed Data-Parallel

Big Data Analysis with Scala and Spark

Shuffling What it is and why it's important

Big Data Analysis with Scala and Spark

Introduction & Logistics

Big Data Analysis with Scala and Spark

Joins

Big Data Analysis with Scala and Spark

Partitioning

Big Data Analysis with Scala and Spark

Optimizing with Partitioners

Big Data Analysis with Scala and Spark

Structured vs Unstructured Data

Big Data Analysis with Scala and Spark

Wide vs Narrow Dependencies

Big Data Analysis with Scala and Spark

Spark SQL

Big Data Analysis with Scala and Spark

DataFrames (1)

Big Data Analysis with Scala and Spark

DataFrames (2)

Big Data Analysis with Scala and Spark

Datasets

Big Data Analysis with Scala and Spark