iClass Gyansetu

Course Curriculum

• PySpark 
• PySpark RDD
• PySpark Dataframes
• Loading Data from DataSources into Dataframe
• PySpark DataSets
• PySpark Streaming (PySpark Streaming Based on RDD)
• PySpark Streaming (DStream Based on RDD APIs)
• PySpark GraphX
• Deploying Big Data Application in Production Environment using Docker & Kubernetes
• PySpark Best Practices
• Case Study
• Introduction to Scala for Apache Spark
• Fundamentals & OOPS Programming Concepts in Scala
• Introductions to Apache Spark & Big Data
• Spark Common Objectives
• Spark Core
• Spark Dataframes
• Loading Data from DataSources into Dataframe
• Spark DataSets
• Spark Streaming (Spark Streaming (Based on RDD) + Spark Structured Streaming (Based on Dataframes))
• Spark Streaming (DStream Based on RDD APIs)
• Spark Structured Streaming (Based on Dataframes APIs)
• Spark GraphX
• GraphX, SparkSQL & Performance Tuning Spark
• Project on Apache Spark
•  Deploying Big Data Application in Production Environment using Docker & Kubernetes