Introduction to Scala Learning Objectives – In this module, you will understand basic concepts of Scala,motives towards learning a new language and get your set-up ready. Topics Why Scala? What is Scala? Introducing Scala Installing Scala Journey – Java to Scala First Dive – Interactive Scala Writing Scala Scripts – Compiling Scala Programs Scala Basics Scala Basic Types Defining Functions IDE for Scala, Scala Community

Scala Essentials Learning Objectives – In this module, you will learn essentials of Scala that are needed to work on it. Topics Immutability in Scala – Semicolons Method Declaration, Literals Lists Tuples Options Maps Reserved Words Operators Precedence Rules If statements Scala For Comprehensions While Loops Do-While Loops Conditional Operators Pattern Matching Enumerations

Traits and OOP in Scala Learning Objectives – In this module, you will understand the implementation of OOP concepts in Scala and learn how to use Traits as Mixins. Topics Traits Intro – Traits as Mixins Stackable Traits Creating Traits Basic OOP – Class and Object Basics Scala Constructors Nested Classes Visibility Rules

Functional Programming in Scala Learning Objectives – In this module, you will understand functional programming concepts and how to apply them in Scala. Topics What is Functional Programming? Functional Literals and Closures Recursion Tail Calls Functional Data Structures Implicit Function Parameters Call by Name Call by Value

Introduction to Big Data and Spark Learning Objectives – In this module, you will understand what Big Data is, its associated challenges, various available frameworks, and get a first-hand introduction to Spark. Topics Introduction to Big Data Challenges with Big Data Batch vs. Real-Time Big Data Analytics Batch Analytics – Hadoop Ecosystem Overview Real-Time Analytics Options, Streaming Data – Storm In-Memory Data – Spark What is Spark? Modes of Spark Spark Installation Demo Overview of Spark on a Cluster Spark Standalone Cluster

Spark Baby Steps Learning Objectives – In this module, you will learn how to invoke Spark shell and use it for various common operations. Topics Invoking Spark Shell Loading a File in Shell Performing Some Basic Operations on Files in Spark Shell Building a Spark Project with sbt, Building and Running Spark Project with sbt Caching Overview, Distributed Persistence Spark Streaming Overview Example: Streaming Word Count

Spark Mlib Learning Objectives – In this module, you will learn about the machine learning concepts in Spark Topics Classification Algorithm Clustering Algorithm Sequence Mining Algorithm Collbrative filtering

Spark GraphX Learning Objectives – In this module, you will learn about Graph Analysis concepts in Spark Topics Graph analysis with Spark GraphX for graphs Graph-parallel computation

Project and Installation Topics Installation of Spark and Scala Discussion of real time use cases using Spark Mini project implementation in Spark

SPARK & SCALA

Featured Review

4.5 (2064 Ratings)

0 +

Google Reviews

0 +

JustDial Reviews

Overview

The Syllabus

Curriculum Designed by Experts

Module 1

Introduction to Scala
Learning Objectives – In this module, you will understand basic concepts of Scala,motives towards learning a new language and get your set-up ready.

Topics

Why Scala?
What is Scala?
Introducing Scala
Installing Scala
Journey – Java to Scala
First Dive – Interactive Scala
Writing Scala Scripts – Compiling Scala Programs
Scala Basics
Scala Basic Types
Defining Functions
IDE for Scala, Scala Community

Module 2

Scala Essentials
Learning Objectives – In this module, you will learn essentials of Scala that are needed to work on it.

Topics

Immutability in Scala – Semicolons
Method Declaration, Literals
Lists
Tuples
Options
Maps
Reserved Words
Operators
Precedence Rules
If statements
Scala For Comprehensions
While Loops
Do-While Loops
Conditional Operators
Pattern Matching
Enumerations

Module 3

Traits and OOP in Scala
Learning Objectives – In this module, you will understand the implementation of OOP concepts in Scala and learn how to use Traits as Mixins.

Topics

Traits Intro – Traits as Mixins
Stackable Traits
Creating Traits
Basic OOP – Class and Object Basics
Scala Constructors
Nested Classes
Visibility Rules

Module 4

Functional Programming in Scala
Learning Objectives – In this module, you will understand functional programming concepts and how to apply them in Scala.

Topics

What is Functional Programming?
Functional Literals and Closures
Recursion
Tail Calls
Functional Data Structures
Implicit Function Parameters
Call by Name
Call by Value

Module 5

Introduction to Big Data and Spark
Learning Objectives – In this module, you will understand what Big Data is, its associated challenges, various available frameworks, and get a first-hand introduction to Spark.

Topics

Introduction to Big Data
Challenges with Big Data
Batch vs. Real-Time Big Data Analytics
Batch Analytics – Hadoop Ecosystem Overview
Real-Time Analytics Options, Streaming Data – Storm
In-Memory Data – Spark
What is Spark?
Modes of Spark
Spark Installation Demo
Overview of Spark on a Cluster
Spark Standalone Cluster

Module 6

Spark Baby Steps Learning Objectives – In this module, you will learn how to invoke Spark shell and use it for various common operations.

Topics

Invoking
Spark Shell
Loading a File in Shell
Performing Some Basic Operations on Files in Spark Shell
Building a Spark Project with sbt, Building and Running Spark Project with sbt
Caching Overview, Distributed Persistence
Spark Streaming Overview
Example: Streaming Word Count

Module 7

Playing with RDDs Learning Objectives – In this module, you will learn one of the building blocks of Spark – RDDs and related manipulations for implementing business logics.

Topics

RDDs
Transformations in RDD
Actions in RDD
Loading Data in RDD
Saving Data through RDD
Scala and Hadoop Integration Hands on

Module 8

Shark – When Spark meets Hive ( Spark SQL) Learning Objectives – In this module, you will see various offspring’s of Spark like Shark, Spark SQL and Mlib. This session is primarily interactive for discussing industrial use cases of Spark and latest developments happening in this area.

Topics
Why Shark?
Installing Shark
Running Shark
Loading of Data
Hive Queries through Spark
Testing Tips in Scala
Performance Tuning Tips in Spark
Shared Variables: Broadcast Variables
Shared Variables: Accumulators

Module 9

Spark Streaming Learning Objectives – In this module, you will learn about the major APIs that Sparkoffers. You will get an opportunity to work on Spark streaming which makes it easy to build scalable fault-tolerant streaming applications.

Topics

Spark Streaming Architecture
First Spark Streaming Program
Transformations in Spark Streaming
Fault tolerance in Spark Streaming
Check pointing
Parallelism level

Module 10

Spark Mlib Learning Objectives – In this module, you will learn about the machine learning concepts in Spark

Topics

Classification Algorithm
Clustering Algorithm
Sequence Mining Algorithm
Collbrative filtering

Module 11

Spark GraphX Learning Objectives – In this module, you will learn about Graph Analysis concepts in Spark

Topics

Graph analysis with Spark
GraphX for graphs
Graph-parallel computation

Module 12

Project and Installation

Topics

Installation of Spark and Scala
Discussion of real time use cases using Spark
Mini project implementation in Spark

Enquire Now

Why Radical Technologies

Live Online Training

Highly practical oriented training

Installation of Software On your System

24/7 Email and Phone Support

100% Placement Assistance until you get placed

Global Certification Preparation

Trainer Student Interactive Portal

Assignments and Projects Guided by Mentors

And Many More Features

Course completion certificate and Global Certifications are part of our all Master Program

Live Classroom Training

Weekend / Weekdays / Morning / Evening Batches

80:20 Practical and Theory Ratio

Real-life Case Studies

Easy Coverup if you missed any sessions

PSI | Kryterion | Redhat Test Centers

Life Time Video Classroom Access ( coming soon )

Resume Preparations and Mock Interviews

And Many More Features

Course completion certificate and Global Certifications are part of our all Master Program

Self Paced Training

Self Paced Learning

Learn 300+ Courses at Your Own Time

50000+ Satisfied Learners

Course Completion Certificate

Practical Labs Available

Mentor Support Available

Doubt Clearing Session Available

Attend Our Virtual Job Fair

10% Discounted Global Certification

Course completion certificate and Global Certifications are part of our all Master Program

Like the Curriculum ? Let's Get Started

Global Certification

Radical Technologies is the leading IT certification institute in Kochi, offering a wide range of globally recognized certifications across various domains. With expert trainers and comprehensive course materials, it ensures that students gain in-depth knowledge and hands-on experience to excel in their careers. The institute’s certification programs are tailored to meet industry standards, helping professionals enhance their skillsets and boost their career prospects. From cloud technologies to data science, Radical Technologies covers it all, empowering individuals to stay ahead in the ever-evolving tech landscape. Achieve your professional goals with certifications that matter.

Online Classroom PREFERRED

Live Classes from IIT Faculty & Industry Experts
Certification from IHUB IIT Roorkee
Career Services (Mock Interviews, Resume Preparation)
Placement Assistance upon clearing PRT
Dedicated Learning Manage

Discount Voucher

"Register Now to Secure Your Spot in Our Featured Course !"

BOOK HERE

career services

Job Assistance
Interview Preparation
Profile Buliding

At Radical Technologies, we are committed to your success beyond the classroom. Our 100% Job Assistance program ensures that you are not only equipped with industry-relevant skills but also guided through the job placement process. With personalized resume building, interview preparation, and access to our extensive network of hiring partners, we help you take the next step confidently into your IT career. Join us and let your journey to a successful future begin with the right support.

At Radical Technologies, we ensure you’re ready to shine in any interview. Our comprehensive Interview Preparation program includes mock interviews, expert feedback, and tailored coaching sessions to build your confidence. Learn how to effectively communicate your skills, handle technical questions, and make a lasting impression on potential employers. With our guidance, you’ll walk into your interviews prepared and poised for success.

At Radical Technologies, we believe that a strong professional profile is key to standing out in the competitive IT industry. Our Profile Building services are designed to highlight your unique skills and experiences, crafting a resume and LinkedIn profile that resonate with employers. From tailored advice on showcasing your strengths to tips on optimizing your online presence, we provide the tools you need to make a lasting impression. Let us help you build a profile that opens doors to your dream career.

Radical Learning Eco-System

Exam simulator

Cloud Send Borey

Hands - on Cloud Lab

Developer Coding Ground

Testimonials

Play

Our Alumni

Online Batches Available for the Areas

Spark & Scala Course Certification with Training in Kochi

At Radical Technologies, we are committed to providing world-class Azure Data Engineer Training in Bangalore, helping aspiring data professionals master the skills needed to excel in the rapidly growing field of cloud data engineering. As the leading institute for Azure Data Engineer Course In Bangalore, we offer comprehensive, hands-on training designed to meet the demands of today’s data-driven organizations.

Our Azure Data Engineer Training Bangalore program covers every aspect of the Azure Data Engineer Syllabus, ensuring that students receive in-depth knowledge of data architecture, data processing, and data storage on Microsoft Azure. Whether you prefer attending classes in-person or via Azure Data Engineer Online Training, Radical Technologies provides flexible learning options to suit your needs.

Our Azure Data Engineering Training is renowned for its practical, real-world approach. Students have access to an industry-leading Azure Data Engineer Bootcamp, which combines theory and hands-on labs to ensure they are fully prepared for their certification exams. The Microsoft Azure Data Engineer Training is tailored to cover all key topics, from data integration to security, and is led by experienced professionals who are experts in their field.

For professionals and organizations seeking Azure Data Engineering Corporate Training, we offer tailored courses that address specific business needs. Our Azure Data Engineering Corporate Training Course ensures that teams gain practical experience in building scalable, secure, and efficient data solutions on Azure.

At Radical Technologies, our Azure Data Engineer Courses are structured to ensure that both beginners and experienced professionals alike can enhance their knowledge. The Azure Data Engineer Certification Training offered here equips students with the skills and credentials needed to stand out in a competitive job market.

Our institute also offers the Azure Data Engineer Full Course, which provides a comprehensive pathway for mastering Azure Data Engineering concepts and techniques. We take pride in being one of the top Azure Data Engineer Institutes in Bangalore, with a proven track record of helping students achieve their Azure Data Engineering Certification.

Whether you are looking for Azure Data Engineer Training Online or prefer our in-person classes in Bangalore, Radical Technologies is your trusted partner for career advancement in data engineering. Join us today to enroll in the Best Azure Data Engineer Course and kick-start your journey towards becoming a certified data engineer.