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Apache Spark and Scala Training

 

 

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.

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Key  Highlights

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+1 930 200 4823
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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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Curriculum

A complete index of
job-ready skills curated
to meet the industrial need.
Explore.

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

We have made a tailored curriculum covering the latest industry-ready concepts to serve every individual’s learning desires.

Apache Spark and Scala Training  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.

contact us
+1 930 200 4823

Training  Options

Different individuals. Different upgrade goals. Different modes of learning.

We got solutions for everyone looking for an AWS Architect course. Opt in for your convenient upgrade option, and we will guide you through.

Duration
One-on-one Session
Support
Resources
Time
Fee

Live Online.

30 Hours
Yes
24x7
Additional tips from the trainer

24 Jan 2022, 07:00 AM IST

31 Jan 2022, 07:00 AM IST

 

Self-Paced

19 Videos
No
Weekdays & Working Hours
Accessible through LMS
At your convenience
 

Apache Spark and Scala Training Upcoming Batches

Weekday
24 Jan, 2022 - 24 Feb, 2022
01:30 AM IST
Weekday
31 Jan, 2022 - 03 Mar, 2022
01:30 AM IST
Weekend
29 Jan, 2022 - 01 Mar, 2022
02:30 AM IST
Weekend
22 Jan, 2022 - 22 Feb, 2022
02:30 AM IST
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Schedules Doesn't Suit You ?

Our Team can set up a batch at your convinient time.

Corporates  Training

Experience and witness the express transformation of your workforce from the world-class tech upgrade platform.

Customized training options

Tailored curriculum to fit your project needs.

Practical exposure is assured.

We have got everything covered for any IT upgrade for your organization. We are one click away.

Success Stories from Future Digital Leaders

tekslate-reviews
I enrolled for Apache Spark and Scala Course at Tekslate. The trainer is a highly experienced professional and explained every concept in detail with practical executions. Thank you Tekslate.

Karthika

tekslate-reviews
I really appreciate trainers patience and he tried to help out with my issue each time and explained projects with a proper explanation on all the concepts. Thank You Tekslate.

Lakshmi

tekslate-reviews
Tekslate is one of the best online platforms for Apache Spark and Scala with affordable price. The trainer is certified professional and covered concepts according to latest developments as per certification exams. Thank you Tekslate.

Madhvi

Apache Spark and Scala Training  FAQ'S

Have questions? We’ve got the answers. Get the details on how you can grow in this course.

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. 

Join a Free Apache Spark and Scala Training  Demo Session

See if this course is a fit for you by joining us for an online info session. You’ll meet our team, get an overview of the curriculum and course objectives, and learn about the benefits of being a student at Tekslate

By providing us with your details, We wont spam your inbox.

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