Share this link via
Or copy link
Overview
Apache Spark tutorial with 20+ hands-on examples of analyzing large data sets, on your desktop or on Hadoop with Scala! What you'll learn: Develop distributed code using the Scala programming languageTransform structured data using SparkSQL, DataSets, and DataFramesFrame big data analysis problems as Apache Spark scriptsOptimize Spark jobs through partitioning, caching, and other techniquesBuild, deploy, and run Spark scripts on Hadoop clustersProcess continual streams of data with Spark StreamingTraverse and analyze graph structures using GraphXAnalyze massive data set with...
Syllabus
- Getting Started
- Scala Crash Course [Optional]
- Using Resilient Distributed Datasets (RDDs)
- SparkSQL, DataFrames, and DataSets
- Advanced Examples of Spark Programs
- Running Spark on a Cluster
- Machine Learning with Spark ML
- Intro to Spark Streaming
- Intro to GraphX
- You Made It! Where to Go from Here.
Instructor
Sundog Education by Frank Kane
Reviews
No reviews yet. Be the first to review!
Alternative Courses
Demystify complex big data technologies Compared to traditional data processing,...
Free
Organizations are pressured to become digital enterprises for good reason....
Free
You must be logged in to submit a review.