MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.
MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.
This course exposes students to both the theory and hands-on experience of big data systems, using Spark as the exemplary platform.
What you'll learn
- Spark programming using both RDD and DataFrame APIs
- Useful packages including ML, GraphX/GraphFrames, and SparkStreaming
- Spark internals and performance optimizations
- Algorithm design for big data systems
Syllabus
Week 1: Overview, MapReduce, and Hadoop
Week 2-3: Spark Basics and RDD
Week 4: SparkSQL and MLib
Week 5: Spark internals
Week 6: Algorithm design for big data
Week 7: GraphX/GraphFrames
Week 8: Spark Streaming
MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.
MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.