Formations Big Data & Data Science

Logo Lightbend Apache Spark for Scala - Professional

Formation Lightbend Apache Spark for Scala - Professional

Workshop for Developer

Durée 2 jours • Prix (HT) 1600€

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This two­ day course, created by Dean Wampler, Ph.D., is designed to teach developers how to implement data processing pipelines and analytics using Apache Spark . Developers will use hands on exercises to learn the Spark Core, SQL/DataFrame, Streaming, and MLlib (machine learning) APIs. Developers will also learn about Spark internals and tips for improving application performance.

Additional coverage includes integration with Mesos, Hadoop, and Reactive frameworks like Akka.

Objectifs

  • Understand how to use the Spark Scala APIs to implement various data analytics algorithms for offline (batch­mode) and event­streaming applications
  • Understand Spark internals
  • Understand Spark performance considerations
  • Understand how to test and deploy Spark applications
  • Understand the basics of integrating Spark with Mesos, Hadoop, and Akka

Pédagogie

50% théorie, 50% pratique

Prérequis

  • Experience with Scala, such as completion of Fast Track to Scala course
  • Experience with SQL, machine learning, and other Big Data tools will be helpful, but not required.

Public

  • Developers wishing to learn how to write data­centric applications using Spark.

Pédagogie

50% théorie, 50% pratique