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.
Basic understanding and some experience with SQL, Java / Python. Knowledge of Scala is a plus, but not essential.
Jigsaw Big Data Analytics
Apache Spark
6 months
12 weeks
Apache Spark
CURRICULUM
The course contains 5 modules.
Most students are able to complete all modules in 12 weeks or less
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.
General Support
We have your back! Our student support teams are available on email 24/7 for your course duration
Mobile App
Learn on the go, wherever you are with a LIFETIME* access to Jigsaw's course videos. (*T&C Apply)
Master the fundamentals of the most widely used analytics processing framework.
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