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Apache Spark and Scala Training

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Gain essential skills taught by industry experts with our custom tailored curriculum. Work on projects that add weightage to your resume and get job ready.

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Course Overview

 

 

Apache Spark and Scala training by Tekslate will help you master the advanced concepts of  Apache Spark open source framework and the Scala programming language, which includes Spark Streaming, Spark SQL, machine learning programming, GraphX programming, Shell Scripting Spark, etc., through real-world examples. You will also be allowed to work on the real-time implementation of Apache Spark and Scala projects under the guidance of a Certified Instructor. Our training will develop your skill sets and advance your career as a CCA Spark and Hadoop Developer.

Highlights

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30 Hrs Instructor Led Training
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Self-paced Videos
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20 Hrs Project & Exercises
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Certification
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Job Assistance
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Flexible Schedule
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Lifetime Free Upgrade
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Mentor Support

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Curriculum

1.   Introduction to Big Data and Spark

  • Overview of BigData and Spark

  • MapReduce limitations

  • Spark History

  • Spark Architecture

  • Spark and Hadoop Advantages

  • Benefits of Spark + Hadoop

  • Introduction to Spark Eco-system

  • Spark Installation

  • Scala foundation

  • Features of Scala

  • Setup Spark and Scala on Ubuntu and Windows OS

  • Install IDE's for Scala

  • Run Scala Codes on Scala Shell

  • Understanding Data types in Scala

  • Implementing Lazy Values

  • Control Structures

  • Looping Structures

  • Functions

  • Procedures

  • Collections

  • Arrays and Array Buffers

  • Map's, Tuples and Lists

  • Implementing Classes

  • Implementing Getter & Setter

  • Object & Object Private Fields

  • Implementing Nested Classes

  • Using Auxilary Constructor

  • Primary Constructor

  • Companion Object

  • Apply Method

  • Understanding Packages

  • Override Methods

  • Type Checking

  • Casting

  • Abstract Classes

  • Understanding Functional programming in Scala

  • Implementing Traits

  • Layered Traits

  • Rich Traits

  • Anonymous Functions

  • Higher Order Functions

  • Closures and Currying

  • Performing File Processing

  • Spark Shell and PySpark

  • Basic operations on Shell

  • Spark Java projects

  • Spark Context and Spark Properties

  • Persistence in Spark

  • HDFS data from Spark

  • Implementing Server Log Analysis using Spark

  • Understanding RDD

  • Loading data into RDD

  • Scala RDD, Paired RDD, Double RDD & General RDD Functions

  • Implementing HadoopRDD, Filtered RDD, Joined RDD

  • Transformations, Actions and Shared Variables

  • Spark Operations on YARN

  • Sequence File Processing

  • Partitioner and its role in Performance improvement

  • Introduction to Spark Streaming

  • Introduction to Spark SQL

  • Querying Files as Tables

  • Text file Format

  • JSON file Format

  • Parquet file Format

  • Hive and Spark SQL Architecture

  • Integrating Spark & Apache Hive

  • Spark SQL performance optimization

  • Implementing Data visualization in Spark

Modes of Training

Self-Paced Training

Course Price

Access

Life Time LMS Access

Duration

30 Hours

Live Online Training

Course Price

Access

Life Time Video Access

Duration

30 Hours

Apache Spark and Scala Course Upcoming Batches

Weekday

21 May, 2022 - 21 Jun, 2022

01:30 AM IST
Weekday

23 May, 2022 - 23 Jun, 2022

01:30 AM IST
Weekend

28 May, 2022 - 28 Jun, 2022

02:30 AM IST
Weekend

30 May, 2022 - 30 Jun, 2022

02:30 AM IST

Why Corporates Choose Tekslate For Their Training Needs

Tekslate is the training partner for more than 120+ corporates across the globe having trained over 2000+ professionals. We are a one stop solution for skill upgrade for organizations and individuals to innovate and progress rapidly.

Flexible training options globally

Tailored curriculum to fit your project needs.

Assured practical exposure

We have got everything covered for any IT skill upgrade for your organization. We are just a click away.

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Objectives

After the successful completion of Apache Spark and Scala training at Tekslate, the participant will be able to

  • Get an overview of Big Data & Hadoop including HDFS (Hadoop Distributed File System), YARN (Yet Another Resource Negotiator).
  • Gain knowledge on the fundamentals of the Scala programming language, and its features.

  • Work with Resilient Distributed Datasets (RDD) for creating applications in Spark.

  • Master Structured Query Language (SQL) using SparkSQL.

  • Get an overview of the features of Spark ML programming and GraphX programming.

  • Understand Flume and its components.

  • Integrate Kafka with real-time streaming systems like Flume.

 

  • Many top companies are incorporating Apache Spark and Scala in their deployments around the world.
  • Currently, there are numerous job opportunities available for Apache Spark and Scala professionals worldwide.

  • Certified Apache Spark and Scala professionals are earning more salaries compared to other technology professionals.

  • The average salary of an Apache Spark and Scala professional is 133,184 USD per annum.

 

The following job roles will get benefited from learning this course:

  • Developers and Architects
  • BI /ETL/DW Professionals

  • Senior IT Professionals

  • Testing Professionals

  • Mainframe Professionals

  • Freshers

  • Big Data Enthusiasts

  • Software Architects, Engineers and Developers

  • Data Scientists and Analytics Professionals

There are no specific prerequisites for learning Apache Spark and Scala course. This course can be pursued regardless of learners’ skills.

We will provide two real-time projects under the guidance of a professional trainer, who will explain to you how to acquire in-depth knowledge on all the concepts involved in these projects.

Tekslate Advantage:

Real - World Projects

With real-world projects you’ll gain working experience that companies require while you get hired.

Career Services

Our career services include mock interviews, certification assistance and guide you to prepare your professional resume that gets you hired.

Flexible Learning Options

Customize your curriculum as per your project needs, learn at your own pace or choose the schedule that fits best to you.

Mentor Support

Our expert mentors help you when you are stuck in any time of the training sessions and help you stay on track.

Reviews

Karthika

I enrolled for Apache Spark and Scala Course at Tekslate. The trainer is a highly experienced professional and explained every concept in de

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Lakshmi

I really appreciate trainers patience and he tried to help out with my issue each time and explained projects with a proper explanation on a

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Madhvi

Tekslate is one of the best online platforms for Apache Spark and Scala with affordable price. The trainer is certified professional and cov

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WILL I GET CERTIFICATE?

Upon completion of the training you’ll be provided a course completion certificate which adds weightage to your resume and increases your chances of getting hired.

Benefits:

  • Certification Assistance
  • Certification Sample Questions
  • FAQ's

    Our trainers are well experienced professionals and certified in working with front-end development technologies.

    We will record all the Live sessions you go through, and we will send the recording of the class you missed.

    For practical execution, our trainer will provide server access to the student. 

    All our training classes are live. This is to solve all the student queries directly with the trainer.

    Live online training means, our trainer will be in online with you to solve your issues.
    Pre-recorded training means, there will be no trainer available to solve your issues.

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