Big Data: Spark Streaming and Scala

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Overview

In this course, you get to access a crash course on Scala Programming and learn how Apache Spark operates on a cluster in an easy and simplified form. By the end of this course, you can expect to run SQL queries on streamed data in real time, train on machine learning models in real time with streaming data and use them to make predictions and improvise on a regular basis.

Learning Objectives

  • Process massive streams of real-time data using Spark Streaming
  • Create Spark applications using the Scala programming language
  • Integrate Spark Streaming with data sources, including Kafka, Flume, and Kinesis
  • Output transformed real-time data to Cassandra or file systems
  • Integrate Spark Streaming with Spark SQL to query streaming data in real time
  • Train machine learning models with streaming data, and use those models for real-time predictions
  • Ingest Apache access log data and transform streams of it
  • Receive real-time streams of Twitter feeds
  • Maintain stateful data across a continuous stream of input data
  • Query streaming data across sliding windows of time

Sample Award

REQUESTING FOR COMPLETION CERTIFICATION (additional, optional service)
It is possible that you desire to celebrate your accomplishment in completing courses in our reskilling programme by receiving relevant, verifiable, nationally recognized and internationally accredited professional qualifications (digital copy) that correspond to the course(s) you had undertaken and successfully concluded. This is possible at an affordable fee as follows: 

  1. Completed one course –  Eligible for PROFESSIONAL CERTIFICATE (FOUNDATION LEVEL) @ 29 Euro only 
  2. Completed two courses – Eligible for PROFESSIONAL CERTIFICATE (PRACTITIONER LEVEL)  @ 39 Euro only 
  3. Completed three courses – Eligible for PROFESSIONAL CERTIFICATE (EXPERT LEVEL) @ 49 Euro only 
  4. Completed four courses – Eligible for PROFESSIONAL CERTIFICATE (MASTER LEVEL) @ 59 Euro only 
  5. Completed five courses – Eligible for PROFESSIONAL DIPLOMA @ 69 Euro only 
  6. Completed six courses – Eligible for PROFESSIONAL HIGHER DIPLOMA @ 79 Euro only
  7. Completed seven courses – Eligible for PROFESSIONAL POST GRADUATE CERTIFICATE @ 89 Euro only 
  8. Completed eight courses – Eligible for PROFESSIONAL POST GRADUATE DIPLOMA @ 99 Euro only 

To request for a digital copy award, please contact: [email protected]

Note: Since you are permitted to select the course(s) that are most useful to your own job roles, the specialization field mentioned on the qualification ordered will be determined by you. In other words, you would decide what to call your qualification. For example, if you had completed three courses, namely, Body Language for Professional Success, Public Speaking, and Workplace Communication, you could then choose to request your award to be granted with the name ADVANCED COMMUNICATION SKILLS, or PROFESSIONAL COMMUNICATION SKILLS, or any others, as per your own liking and choice. Hence, your full qualification will be called “PROFESSIONAL CERTIFICATE (EXPERT LEVEL) in ADVANCED COMMUNICATION SKILLS”

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