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Spark SQL/DataFrames

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700+
Learning Topics
120+
Video Content
100+
Coding Exercises
300+
Quiz
450+
Skill Assessment
100+
Hands-on Projects

Topics Covered

Spark SQL/DataFrames
Spark SQL
  • Introduction to Spark SQL
  • Download and Installation
  • Introduction to DataSets
  • Introduction to DataFrames
  • Entry point: SparkSession
  • Creating DataFrames
  • RDB
  • List Operation
  • Working with RDDs
  • Tranformation
  • Using DataFrame aggregate functions
  • Bucketing
  • Sorting and Partitioning
  • Working with JSON Datasets
  • Creating Project
  • Creating DataSets
Spark SQL/DataFrames
Spark/Kafka Streaming
  • Introduction to Streaming
  • Introduction to Kafka
  • Kafka Fundamentals
  • Topics/Brokers/Consumer/Producer
  • Apache Kafka architecture
  • Pub-Sub messaging
  • Creating a Kafka topic
  • Retrieve list of topics
  • Create producer and consumer
  • Send messages from Producer
  • Producer API
  • Introduction to Spark Streaming
  • Spark engine
  • Sending data stream from Kafka to Spark
  • Processing data stream using Spark streaming
Spark SQL/DataFrames
Spark SQL
  • Introduction to Spark SQL
  • Download and Installation
  • Introduction to DataSets
  • Introduction to DataFrames
  • Entry point: SparkSession
  • Creating DataFrames
  • RDB
  • List Operation
  • Working with RDDs
  • Tranformation
  • Using DataFrame aggregate functions
  • Bucketing
  • Sorting and Partitioning
  • Working with JSON Datasets
  • Creating Project
  • Creating DataSets
Spark SQL/DataFrames
Spark/Kafka Streaming
  • Introduction to Streaming
  • Introduction to Kafka
  • Kafka Fundamentals
  • Topics/Brokers/Consumer/Producer
  • Apache Kafka architecture
  • Pub-Sub messaging
  • Creating a Kafka topic
  • Retrieve list of topics
  • Create producer and consumer
  • Send messages from Producer
  • Producer API
  • Introduction to Spark Streaming
  • Spark engine
  • Sending data stream from Kafka to Spark
  • Processing data stream using Spark streaming

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Organizations commit a huge mistake in the employee L&D programs by providing the same learning content for both entry-level freshers and experienced professionals.

Organizations commit a huge mistake in the employee L&D programs by providing the same learning content for both entry-level freshers and experienced professionals.

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Our skill modules are constantly updated with respect to the changes in the tech universe. Hence your employees stay on track with the latest tools and technologies used in the industry.

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Our powerful AI-powered engine helps you to assess your employee’s potential at once. With the aid of the auto-evaluation feature, the following diverse assessment modules are evaluated at a rapid rate, thereby saving an enormous time.

  • Quiz
  • Skill assessments
  • Coding Exercises
  • Hands-on projects

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