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HKUSTx: Big Data Computing with Spark

351,00 €

Learn the theory and gain hands-on experience of big data systems, using Spark as the exemplary platform.

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351,00 €

Learn the theory and gain hands-on experience of big data systems, using Spark as the exemplary platform.

Categories ,

Discover the Course

About this course

Big data systems such as Hadoop and Spark emerge as enabling technologies in managing massive amounts of data across hundreds or even thousands of computing nodes. Meanwhile, cloud computing platforms have made these technologies easily accessible to individuals as well as large enterprises. This course is an online adaptation of the signature course MSBD 5003 Big Data Computing offered to our popular MSc Program in Big Data Technology. In addition to 20+ hours of lecture videos, the course contains 100+ multiple-choice questions and 20 coding questions, aimed at equipping learners with both the theory and practical skills of big data systems, using Spark as the exemplary platform.

At a glance

  • Institution: HKUSTx
  • Subject: Computer Science
  • Level: Intermediate
  • Prerequisites:
    • Basic Python programming
  • Language: English
  • Video Transcript: English
  • Associated programs:
    • MicroMasters® Program in Big Data Technology
  • Associated skills:Nodes (Networking), Cloud Computing, Apache Hadoop, Apache Spark, Big Data

What you’ll learn

  • Spark programming using both RDD and DataFrame APIs
  • Useful packages including ML, GraphX/GraphFrames, and SparkStreaming
  • Spark internals and performance optimizations
  • Algorithm design for big data systems

Course Overview

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