Apache Spark

₹6,600 + taxes

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Master the fundamentals of the most widely used analytics processing framework. Apache Spark™ is a fast, open source data processing engine for advanced analytics. With this course, you can gain an in-depth understanding of Spark internals and the applications of Spark in solving Big Data problems. Download Course Details
Learning Mode:  Online
Certification Certification:  Jigsaw Academy
Course Duration:  1 month
Access Duration:  3 months

What you get

Faculty & Technical Support
Mobile App Access
Case Studies
UChicago Certification
Guaranteed Internships
IBM Certification
IBM Certification
In-Person Faculty Support
Placement Support
Capstone Project
Online Classes
Online Q&A Sessions
IOT Hardware Kit
IOT Hardware Kit
IconNot Applicable
IconApplicable
* T&C apply

Tools & Curriculum Covered

Tools
Pre-Requisites: Big Data analytics knowledge, basic understanding and some experience with SQL, Java / Python, knowledge of Scala is a plus

Set up and Getting Started

Introduction to Spark

Internals of Spark

Case Study - RDD Bank Transaction processing

Spark Architecture

Case Study - Accumulators & Broadcast Variables Filter Bank Accounts

Case Study - Running Spark Applications with Spark

Case Study - Spark RDD Operations

Case Study - New York Stock Exchange Data Analysis

Case Study - Movielens Datasets Analysis

Spark Components

Case Study - DStream Performance Analysis in Spark

Case Study - MovieLens data sets by the GroupLens Research Project at the University of Minnesota

Case Study - Spark SQL Daily data from the New York Stock Exchange

Case Study - Yelp Academic Dataset Analysis

Case Study - Real time streaming data processing in Apache Spark using Kafka

SparkR

Spark MLLib

Case Study - Network Intrusion Detection problem

Case Study - Retail Store Recommendation system

Case Study - Power system Anomoly Detection

Case Study -TF/IDF based text processing algorithms from Spark-MLLib

Case Study - Correlation Study of Stocks

Download Course Details

Faqs

You can start by browsing through our Explore Analytics section. You could also visit our Analytics Training blog for more reading material, reports and in-depth articles on other topics like data science, machine learning, artificial intelligence, Big Data and IOT. If you’d prefer watching videos, head over to our Youtube channel.

Participants can pay through an online transfer, debit card or credit card (Visa, Master Card and Amex). Foreign students can pay via credit card or PayPal.

Our programs have been designed for all students regardless of any prior knowledge of analytics, statistics or coding. We have had and continue to have many successful students who are from non-IT or non-mathematics backgrounds. But the subject matter is quantitative, and hence a background in maths, statistics or coding is helpful. If you have specific questions regarding eligibility or prerequisites for any program, please contact us at +91 9019217000.

Jigsaw Academy has been at the forefront of analytics in India for the last 8 years. In that time, the institute has been ranked #1 in the country by Analytics India Magazine multiple times, including for the last three years running. With our expert faculty and carefully designed courses, we have been able to help several students build towards a career in analytics. We also have ongoing collaborations with prestigious institutes such as the University of Chicago and Bocconi University in Milan. In addition to individuals, we are also invested in providing high-quality analytics training at the corporate level.