Apache Spark & Scala Certification Course

  • About Course
  • Course Overview
  • Key Features
  • Agenda
  • FAQ
  • Training Calendar

Agenda

Introduction to Spark

    • Limitations of MapReduce in Hadoop Objectives
    • Batch vs. Real-time analytics
    • Application of stream processing
    • How to install Spark
    • Spark Eco-system
    • Modes of spark
    • Spark standalone cluster
    • Spark Web UI

     

Introduction to Programming in Scala

    • Why Scala for Spark
    • Features of Scala
    • Basic data types and literals used
    • Functions, Procedures, operators and methods used in Scala
    • Functional Programming and more 

Using RDD for Creating Applications in Spark

    • Features of RDDs
    • How to create RDDs
    • RDD operations and methods
    • How to run a Spark project with SBT
    • Spark and Hadoop Integration – HDFS, Yarn
    • Explain RDD functions and describe how to write different codes in Scala

Running SQL queries Using SparkSQL

    • SQLContext in Spark SQL
    • Explain the importance and features of SparkSQL
    • Describe methods to convert RDDs to Data Frames
    • Explain concepts of SparkSQL
    • Hive queries through Spark
    • Describe the concept of hive integration 

Spark Streaming

    • Spark Streaming Architecture
    • Explain a concepts of Spark Streaming
    • Describe basic and advanced sources
    • Fault tolerance, Checkpointing, Parallelism level
    • Explain how stateful operations work
    • Explain window and join operations 

Spark ML Programming

    • Machine Language (ML) - use cases and techniques
    • Concepts of Spark ML
    • ML Dataset, and ML algorithm, model selection via cross validation Lesson

Spark GraphX Programming

    • Analyse Spark and Hive SQL Architecture
    • Data frames and implementation of Spark SQL
    • Explain the key concepts of Spark GraphX programming
    • Limitations of the Graph Parallel system
    • 24 Hours online classroom course


FAQ

Who are the Instructors?

    We believe in quality & follow a rigorous process in selecting our trainers. All our trainers are industry experts/ professionals with an experience in delivering trainings.

Whom do I contact if I have further clarification?

    You can call us on +1-888-282-1956 / +91-9108460933 or drop a mail to email@it-skillstraining.com. 

What if I miss the online class?

    You will get the recording of the session and also you can attend the session from the next batch. you can contact help for next batch details.

What are the pre-requisites for the course?

    Knowledge in any programming languages like PHP, Python, PERL, Java, C or C++ and some familiarity with database & SQL will be an added advantage.

Is this live training, or will I watch pre-recorded videos?

    Yes demo is available

About Course

Apache Spark and Scala Certification Training Course can provide you with experience to perform large-scale data processing using RDD, Spark Streaming, SparkSQL, GraphX, MLLib and Scala with reality use-cases on telecom and banking field.

Why Should You Learn Apache Spark and Scala?
Apache Spark is opening up various opportunities for big data examination and making it easier for administrations to solve different kinds of big data problems. Spark is the hottest technology now, not simply among the data engineers however, the even majority of data scientists highly prefer to work with Spark. Apache Spark is a fascinating platform for data scientists with use cases spanning across exploratory and operational analytics.

Data scientist’s square measure exhibiting interest in operating with Spark attributable to its ability to store information resident in memory that helps speed up machine learning workloads in contrast to Hadoop MapReduce. Apache Spark has witnessed continuous upward trajectory in the big data ecosystem. With IBM’s recent announcement that it'll educate quite one million data engineers and data scientists on Apache Spark – 2016 is unquestionably THE year to be told Spark and pursue a profitable career.

After the initiation of Hadoop, many organizations capitalized in novel computing clusters to make use of the technology. However, Apache Spark doesn't create any limitations on investment in new computing clusters as organizations will use Spark on prime of the prevailing Hadoop clusters.

Spark’s enterprise adoption is rising owing to its potential to eclipse Hadoop because it is that the best alternative to MapReduce - inside the Hadoop framework or outside it. The same as Hadoop, Apache Spark also needs technical experience in object oriented programming ideas to program & run- thus opening up job opportunities for people who have hands on working experience in Spark.

With IT Skills’s Apache Spark and Scala Certification Training Course you would advance your expertise in Big Data and Hadoop Ecosystems. 

Course Overview

IT Skills's Apache Spark and Scala Training Course Online will allow learners to know how Spark permits in-memory data processing and runs quicker than Hadoop MapReduce. 

Objectives of the Apache Spark and Scala Certification Course
After completion of Apache Spark and Scala certification Course from IT Skills, you should be able to:

* Install Spark and implement Spark operations on Spark Shell

* Become skilled in using RDD, for creating applications in Spark

* Understanding of the limitations of MapReduce and role of Spark in overcoming these limitations

* Understand functional programming in Scala

* Understanding of Spark Streaming features

*Understand fundamentals of Scala Programming Language and features

*Understand GraphX API and implement graph algorithms

* Mastering SQL queries using SparkSQL

* Understanding the features of Spark ML Programming and GraphX Programming

Who can attend?
* Data Management professional
* Data Analysts
* BI Analysts
* Data scientists
* Architects and developers
* Anyone looking for a career in Big Data

Key Features

  • 24 hours of high-quality training
  • Trainers are Industry experts & working professionals
  • Comprehensive up-to-date contents
  • Exercises & Hands-on assignments
  • 100% Money back guarantee
  • Course completion certificate

How are the classes conducted?

  • Class Room Training
  • Instructor-Led online Training
  • Online Self learning

Money back Guarantee

  • If you don't like the training, inform us after 1st session. 100% money will be refunded with no questions asked

Group Discount

  • 10% discount for 3 or more registration 

 

Please Select Your Country

Online Training

Date
Time
Course Type
Price
25-Mar to 2-May 2017 (Sat-Sun) 07:30 AM - 08:30 AM Virtual Classroom INR 22,000
INR 18,000
Apr 4 - May 13, 2017 (Weekdays) 7:30 am - 8:30 am IST Virtual Classroom INR 22,000
INR 18,000
Apr 22 - May 28, 2017 (Sat-Sun) 6:30 pm - 9:30 pm IST Virtual Classroom INR 22,000
INR 18,000
Apr 27 - Jun 08, 2017 (Weekdays) 6:30 am - 7:30 am IST Virtual Classroom INR 22,000
INR 18,000

Class Room Training

Date
Time
Course Type
Price
11-Mar to 26-Mar 2017 (Sat-Sun) 10:00 AM - 5:00 PM Classroom INR 25,000
INR 18,000
08-Apr to 28-Apr 2017 10:30 AM - 5:00 PM Classroom INR 25,000
INR 18,000
15-Apr to 06-May 2017 10:00 AM - 5:00 PM Classroom INR 25,000
INR 18,000
Apr 22 to May 06, 2017 (Sat-Sun) 10:30 AM - 5:00 PM Classroom INR 25,000
INR 18,000

Online Training

Date
Time
Course Type
Price
Apr 3 - May 12, 2017 (Weekdays) 9:00 pm - 10:00 pm CST Virtual Classroom USD 599
USD 499
Apr 22 - May 28, 2017 (Sat-Sun) 10:00 AM - 01:00 PM (CST) Virtual Classroom USD 599
USD 499
Apr 26 - Jun 07, 2017 (Weekdays) 8:00 pm - 9:00 pm CST Virtual Classroom USD 599
USD 499

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