Apache Spark

Master the fundamentals of the most widely used analytics processing framework. Apache Spark™ is a fast, open source data processing engine for advanced analytics. With this course, you can gain an in-depth understanding of Spark internals and the applications of Spark in solving Big Data problems.

PRE-REQUISITES

Basic understanding and some experience with SQL, Java / Python. Knowledge of Scala is a plus, but not essential.
Jigsaw Big Data Analytics

TOOLS

Apache Spark

ACCESS DURATION

6 months

COURSE DURATION

12 weeks

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Apache Spark

$ 130

CURRICULUM

The course contains 5 modules.

Most students are able to complete all modules in 12 weeks or less

MODULE 01. Why Spark

Brief History of Spark

Spark Ecosystem in Detail

MODULE 02. Internals of Spark

RDD Operations

MODULE 03. Spark Architecture

Job Submission & Execution

MODULE 04. Spark Components

Spark Streaming - Part 2

MODULE 05. Spark Case Studies

SparkSQL / Data-frames Part 2

CASE STUDIES COVERED

SparkSQL / Dataframes

a) Analyzing eBay auction data
b) Analyzing SFPD crime incident data
c) Creating user profiles
d) Production Case Study - Interactive audience analytics with Spark at an AdTech company

MLLib

a) Movie Recommendation system
b) Unsupervised anomaly detection

Streaming KMeans example

WHAT YOU GET

Video lectures

You get to view 5 hours of video lectures, as many times as you wish to.

Jigsaw Learning Center

Gain free access to a variety of supplemental resources like handouts, reference material, guides, lecture transcripts and student forums – for a period of 5 months.