Big Data - Spark Streaming and Scala

Location
Online
Dates
Can be taken anytime
Course Type
Professional Training Course
Accreditation
Yes (Details)
Language
English
Price
$10

Course 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

Who should take this course

It is available for all the learners.

Accreditation

WIISE

Course content

What will you cover?:

  • Overview
  • A Crash Course in Scala
  • Spark Streaming Concepts
  • Spark Streaming Examples with Twitter
  • Spark Streaming Examples
  • Integrating with Other Systems
  • Advanced Spark Streaming Examples
  • Spark Streaming in Production
  • You Made It!

About Course Provider

WIISE is a 'Professional Learning Network'​ with a global outreach that helps anyone to learn anything to achieve personal and professional goals.

We bring top-rated interactive learning courses & certifications from across the world through respected Global Academic Institutes and Industry experts to our learners.

WIISE for Teams is a Smart training solution suitable for growing businesses (SMB’s) - deliver online cost-effective, on-demand training, staff engagement & Upskilling to their employees and customers. WIISE incorporates the latest micro-learning & social-learning techniques that provides fast and engaging training at a fraction of cost of traditional training methods.

WIISE is brought by respectable Learning services & Skill development company - PositiveShift Group - Silicon Valley CA USA, India (www.positiveshift.in). The company has been awarded unique Innovation partnership with National Skill Development Corporation (NSDC) and Ministry of Skill Development and Entrepreneurship, Govt of India.

Frequently asked questions

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