Complete Course Syllabus
Apache Spark with Java for Big Data Analytics
Introduction to Apache Spark and Big Data
Setting up Spark Development Environment with Java
SparkContext, SparkSession, and Configuration
Resilient Distributed Datasets (RDDs)
DataFrame and Dataset API
Spark SQL and Data Manipulation
Working with Data Sources and Sinks
Spark Streaming for Real-time Data Processing
Spark Deployment and Cluster Management (YARN, Mesos)
Performance Tuning and Optimization in Spark
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