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, PySpark, Scala
3 months
4 weeks
Apache Spark
CURRICULUM
The course contains 5 modules.
Most students are able to complete all modules in 4 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
Faculty & Technical Support
Ticketing system for faculty and technical support
Mobile App Access
Learn on the go, wherever you are with mobile access to Jigsaw's course videos.
Case Studies
Multiple, industry relevant data sets and case studies across different industries
Master the fundamentals of the most widely used analytics processing framework.
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