Learning Path: Getting Up and Running with Apache Spark

Table of Contents:
Overview 
– Spark Datasets and Structured Streaming 
– Spark Structured Streaming 
– DStream Comparison 
– Standalone Spark Streaming Applications 
– Introduction 
– Spark Core APIs & Best Practices 
– Closure Serialization 
– Shared Variables and Performance 
– Spark SQL 
– Spark MLLib 
– Spark GraphX 
– Spark Streaming 
– Deployment and Infrastructure 
– Conclusion 
– Introduction 
– Installing Spark 
– Spark Fundamentals 
– Transformations 
– Actions 
– Key-Value Pairs RDDs 
– Input And Output 
– Performance 
– Running On A Cluster
– Advanced Spark 
– Conclusion