Formation Spark

Description

Spark Training is designed to help you acquire the skills you need to process and analyze big data with the Apache Spark framework. Over the course of 3 days, you will learn how to use Spark to develop high-performance processing applications and integrate Spark into a Hadoop environment.

Materials

  • Documentation and online resources
  • Code examples and use cases
  • Technical support and hands-on training
     

Day 1: Introduction to Spark

  • Introduction to Spark and its role in big data processing
  • How Spark works and its main components (Spark Core, Spark SQL, Spark Streaming, Spark ML)
  • Using Spark Shell to prototype operations
  • Creating a cluster structure and hosting the structure

Day 2: Using Spark for data processing

  • Using RDD (Resilient Distributed Datasets) to process data
  • Managing RDD and MapReduce operations
  • Using Spark SQL to analyze relational data
  • Using Spark Streaming for real-time data processing

Day 3: Application development with Spark

  • Designing an application using Spark
  • Application configuration and compilation
  • Using Spark ML for machine learning
  • Optimizing performance with Spark
  • Developers
  • Architects
  • System administrators
  • DevOps
  • Basic knowledge of a Unix system
  • Knowledge of Scala or Python
  • Stats-oriented culture
  • Understand the basic principles of Spark and its components
  • Learn how to use Spark for big data processing
  • Develop high-performance processing applications with Spark
  • Integrate Spark into a Hadoop environment

Training Details

  • Reference : FS-VIR01
    Training location : Virtual Classroom
    Date :
    Duration : 3 Days (21 Hrs)
    Price : FCFA1,300,000

Currency

Training location

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