BIGDATA

★★★★★

(2,095 ratings) 50,000+ Student

SPARK & SCALA

Radical Technologies

50,000+ English 32 hours Weekdays / Weekends Classroom / Online / Corporate

Online / Classroom

SPARK & SCALA

IT Training Programme

Duration 32 hours

Batch Type Weekdays / Weekends

Mode of Training Classroom / Online / Corporate

Locations Pune, Bangalore, Kochi

Language English

Certification Globally Recognized

Call Now

100% placement assistance

Enquire Now

Get course fees, batch dates & a callback

We never share your details.

What you'll learn

Understand core concepts and architecture from the ground up

Get hands-on with the tools used by working professionals

Build real-world projects you can add to your portfolio

Learn industry best practices and coding standards

Practice with real datasets and real-world scenarios

Prepare for certification and technical interviews

Work on collaborative, team-based exercises

Apply performance tuning and optimization techniques

Understand how the technology fits into a larger ecosystem

Complete assignments reviewed by mentors

Programme Overview

12 sections covering the complete curriculum — a single, progressive learning arc.

32 hours

Training Duration

Core Modules

Total Lessons

4.6★

Average Rating

50K+

Students Trained

Foundations & Core Concepts

Get hands-on with the fundamentals and architecture — the building blocks for everything that follows.

Fundamentals Architecture Setup

Hands-On Practical Training

Work through real exercises and assignments designed to mirror what you will do on the job.

Practicals Assignments Labs

Real-World Projects

Apply what you have learned to end-to-end projects that go straight into your portfolio.

Projects Portfolio Case Studies

Advanced Techniques

Go beyond the basics with advanced concepts, integrations and production-grade practices.

Advanced Integration Best Practices

Ecosystem Integration

Understand how this technology connects with the broader tools and platforms used in the industry.

Ecosystem Tools Platforms

Performance & Interview Prep

Master optimization techniques and prepare for the technical interview questions employers actually ask.

Optimization Interview Prep Certification

Who is this programme for?

Whether you're already writing code, working with data, or supporting applications today — this programme is built to take you into a BIGDATA role.

Software Developers

Engineers who want to add this skill set to their toolkit

Analysts & Consultants

Professionals moving into a more technical, hands-on role

IT Professionals

System admins and support engineers upskilling into a new domain

Fresh Graduates

CS/IT graduates aiming for a job-ready technical role

Course Curriculum

12 sections • 93 lessons • 32 hours

Jump to Section

Total Duration

32 hours

100% Practical · Unlimited Doubt Sessions

01 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

02 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

03 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

04 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

05 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

06 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

07 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

08 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

09 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

10 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

11 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

12 Module 12

Project and Installation

Topics

Installation of Spark and Scala

Discussion of real time use cases using Spark

Mini project implementation in Spark

Tools & Technologies

Every tool listed here is installed, configured and used in a hands-on lab session.

Core Tools

Hands-On Labs

Practical Environment

Industry-Standard Tools

Real-World Setup

Guided Exercises

Skill Building

Sample Datasets

Practice Material

Practice & Projects

Mini Projects

Applied Practice

Assignments

Mentor Reviewed

Doubt Sessions

Live Support

Career Readiness

Resume Building

Career Support

Mock Interviews

Interview Prep

Certification Prep

Global Recognition

Deployment & Delivery

Production Practices

Real-World Ready

Best Practices

Industry Standards

93+

Hands-On Lessons

Core Modules

32 hours

Training Duration

100%

Practical Training

You don't just learn SPARK & SCALA. You ship it.

Three major projects, each mirroring how production teams actually work — from guided foundations to a portfolio-ready capstone.

PROJECT // 01

Guided Foundation Project

→Requirement Analysis

→Guided Implementation

→Mentor Review

→Iteration

Foundation Beginner

Apply the fundamentals in a structured, mentor-reviewed project

Take the core concepts from the first half of the curriculum and apply them to a realistic scenario, with guidance and feedback from your mentor at every step.

Structured project brief

Step-by-step implementation

Mentor feedback and review

Documented outcome

Stack Core Concepts Best Practices

PROJECT // 02

Applied Practice Project

→Scenario Design

→Independent Build

→Testing & Validation

→Peer Review

Applied Intermediate

Build a more independent project mirroring real production scenarios

Work through a project that combines multiple concepts from the curriculum, closer to how work is actually structured on the job — less hand-holding, more ownership.

End-to-end implementation

Testing and validation

Documentation

Peer/mentor review

Stack Applied Skills Testing

PROJECT // 03

Capstone Project

→Planning

→End-to-End Build

→Review & Refinement

→Presentation

Capstone Advanced

Take a project from requirements to a polished, portfolio-ready deliverable

Your final project — plan, build, test and present a complete solution using everything covered in the curriculum, reviewed by mentors before you graduate.

Complete working solution

Presentation-ready documentation

Mentor sign-off

Portfolio-ready deliverable

Stack Full Curriculum Portfolio

All 3 projects go directly into your portfolio & resume — reviewed by mentors before you graduate.

See Sample Project Reports

Upcoming Batches

No upcoming batches scheduled right now. Enquire to get notified.

Why Radical Technologies

Live Online Training

Highly practical oriented training
Installation support on your system
24/7 Email and Phone support
100% Placement Assistance
Global Certification Preparation
Trainer-Student Interactive Portal
Assignments and Projects by Mentors

Live Classroom Training

Weekend / Weekdays / Morning / Evening batches
80:20 Practical and Theory ratio
Real-life Case Studies
Easy make-up for missed sessions
PSI | Kryterion | Redhat Test Centers
Lifetime Video Classroom Access (coming soon)
Resume Prep and Mock Interviews

Self-Paced Training

Learn 300+ courses at your own time
50,000+ Satisfied Learners
Course Completion Certificate
Practical Labs available
Mentor Support available
Doubt Clearing Session available
10% Discounted Global Certification

Like the Curriculum? Let's Get Started

Join 50,000+ students already enrolled at Radical Technologies

Enroll Now

Global Certification

Radical Technologies is the leading IT certification institute in Pune, offering globally recognized certifications across various domains. With expert trainers and comprehensive materials, we ensure students gain in-depth knowledge and hands-on experience to excel in their careers. Our certification programs are tailored to meet industry standards — from cloud technologies to data science — empowering individuals to stay ahead in the ever-evolving tech landscape.

Career Services

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 personalised 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.

Career Support

Course Completed? Need next steps?

Need Interview Supports?

Need Job Assistance?

Came from any other Institute?

Join our Brush-up Session & get support until you find a job!

Get Started

Radical Learning Eco-System

Exam Simulator

Cloud SandBox

Hands-on Cloud Lab

Developer Coding Ground

Student Reviews

4.6★

Average learner rating

50K+

Students trained

30+

Hiring companies alumni work at

100%

Placement assistance

4.6

★★★★★

Course Rating

★★★★★

73%

★★★★☆

19%

★★★☆☆

★★☆☆☆

★☆☆☆☆

The Apache Spark with Scala course at Radical Technologies in Pune exceeded my expectations. The trainers are highly knowledgeable and the curriculum is comprehensive.

S Satisfied Student

I enrolled in the Apache Spark training in Pune and it was a game-changer for my career. The practical sessions and real-world projects were extremely beneficial.

S Satisfied Student

Radical Technologies in Pune offers the best Spark and Scala training. The course structure is well-organized and the job assistance provided is exceptional.

S Satisfied Student

The Spark Certification course at Radical Technologies, Pune, was thorough and well-executed. I feel confident in my skills after completing this program.

S Satisfied Student

Learning Apache Spark with Scala at Radical Technologies in Pune was a fantastic experience. The trainers were supportive and provided valuable insights.

S Satisfied Student

The Spark Machine Learning module in the Pune course was particularly useful. It gave me hands-on experience with real data, which was crucial for my job search.

S Satisfied Student

Radical Technologies in Pune provides excellent Spark Training Online options. The flexibility allowed me to balance my work and studies effectively.

S Satisfied Student

Completing the Spark Certification in Pune has significantly boosted my career prospects. The job assistance offered by Radical Technologies is top-notch.

S Satisfied Student

The Spark Scala training at Radical Technologies in Pune is highly recommended. The practical labs and experienced instructors make a big difference.

S Satisfied Student

I had an amazing learning journey with the Apache Spark course in Pune. The trainers were patient and the content was very relevant to industry needs.

S Satisfied Student

Radical Technologies in Pune truly offers the best Spark courses online. The support from the faculty and the comprehensive curriculum helped me a lot.

S Satisfied Student

The Spark and Scala training at Radical Technologies in Pune was a complete package. It included everything from basics to advanced topics, which was very beneficial.

S Satisfied Student

I was able to switch my career to data engineering after completing the Apache Spark with Scala training in Pune. The course was very well structured.

S Satisfied Student

Radical Technologies in Pune offers an excellent Apache Spark Online Course. The course material and online support were outstanding.

S Satisfied Student

The Apache Spark Developer Certification from Radical Technologies in Pune has been invaluable. It has opened many doors for me in the tech industry.

S Satisfied Student

I highly recommend the Advanced Spark Training at Radical Technologies in Pune. The depth of knowledge and practical application taught here is exceptional.

S Satisfied Student

Enrolling in the Spark Online Training at Radical Technologies in Pune was one of the best decisions I made for my career. The online resources and support were fantastic.

S Satisfied Student

Radical Technologies in Pune is the place to be for Scala Spark Certification. The hands-on approach and experienced faculty made all the difference.

S Satisfied Student

The Apache Spark and Scala training in Pune provided by Radical Technologies is unparalleled. The blend of theory and practical exercises was perfect.

S Satisfied Student

Learning Spark and Scala at Radical Technologies in Pune was a rewarding experience. The job assistance provided helped me secure a great position.

S Satisfied Student

The Spark Online Classes from Radical Technologies in Pune were incredibly convenient and comprehensive. I could learn at my own pace with excellent support.

S Satisfied Student

The Apache Spark with Scala course in Pune at Radical Technologies helped me gain practical skills and industry knowledge that were crucial for my job.

S Satisfied Student

I am very pleased with the Spark Certification Courses offered in Pune by Radical Technologies. The training was intense but highly rewarding.

S Satisfied Student

The Scala training online through Radical Technologies in Pune was very effective. The curriculum covered everything I needed to know about Spark and Scala.

S Satisfied Student

Radical Technologies in Pune offers the best Spark training online. The course content, instructors, and job assistance are all outstanding.

S Satisfied Student

Frequently Asked Questions

15 questions about the SPARK & SCALA course.

01 What is Apache Spark and why should I learn it?

Apache Spark is an open-source, distributed computing system that provides an interface for programming entire clusters with implicit data parallelism and fault tolerance. Learning Apache Spark enhances your ability to handle big data, perform data processing, and implement machine learning algorithms efficiently. This makes it a valuable skill in the data engineering and data science fields.

02 What does the Apache Spark with Scala Course at Radical Technologies cover?

The Apache Spark with Scala Course at Radical Technologies covers core Spark concepts, Spark SQL, Spark Streaming, and Spark Machine Learning. It also includes hands-on exercises and projects to ensure practical understanding and experience.

03 How can Apache Spark Training benefit my career?

Apache Spark Training can significantly benefit your career by providing you with in-demand big data skills, making you a valuable asset for companies that handle large-scale data processing and analytics. It can open doors to roles such as Data Engineer, Data Scientist, and Big Data Developer.

04 What is the difference between Apache Spark Training and Spark Certification?

Apache Spark Training focuses on teaching the practical skills needed to use Spark effectively, including theoretical concepts and hands-on practice. Spark Certification, on the other hand, is an official recognition that validates your expertise and knowledge in using Apache Spark.

05 Is prior programming knowledge required to enroll in the Spark and Scala Training?

Yes, basic programming knowledge is required. Familiarity with Scala is beneficial but not mandatory, as the course will cover Scala basics as part of the training.

06 What are the key benefits of obtaining a Spark Certification?

Obtaining a Spark Certification demonstrates your expertise in Apache Spark, making you more competitive in the job market. It can lead to higher salaries, job promotions, and recognition as a skilled professional in big data analytics.

07 How does the Spark Machine Learning component of the course help in real-world applications?

The Spark Machine Learning component of the course equips you with the skills to build and deploy scalable machine learning models, which are crucial for tasks such as predictive analytics, recommendation systems, and data-driven decision-making in real-world applications.

08 Are there any online options for the Spark Training offered by Radical Technologies?

Yes, Radical Technologies offers Spark Training Online, allowing you to learn at your own pace from anywhere. This includes live instructor-led sessions, recorded lectures, and access to a virtual lab environment.

09 What practical projects are included in the Apache Spark Course?

The Apache Spark Course includes practical projects such as data processing with Spark SQL, real-time data streaming, and implementing machine learning algorithms using Spark MLlib. These projects provide hands-on experience with real-world data scenarios.

10 What is the duration of the Apache Spark with Scala Course at Radical Technologies?

The duration of the Apache Spark with Scala Course varies depending on the format (online or in-person) and the intensity of the schedule. Typically, it ranges from 4 to 6 weeks.

11 Can I get job assistance after completing the Spark Certification Courses at Radical Technologies?

Yes, Radical Technologies offers job assistance, including resume building, interview preparation, and connecting you with potential employers, to help you secure a job in the field of big data.

12 What makes Radical Technologies the best choice for Spark and Scala Training in Pune?

Radical Technologies is considered the best choice due to its comprehensive curriculum, experienced instructors, practical training approach, and strong industry connections that provide excellent job placement opportunities.

13 Are there any prerequisites for the Apache Spark Developer Certification?

Yes, having a basic understanding of programming languages, particularly Scala, and familiarity with big data concepts are recommended prerequisites for the Apache Spark Developer Certification.

14 How does the Advanced Spark Training differ from the regular Spark Training?

The Advanced Spark Training delves deeper into complex topics such as optimization techniques, advanced data processing, and real-time analytics, offering a more comprehensive understanding for experienced professionals.

15 What support is available during the Spark Online Classes?

During the Spark Online Classes, you will have access to live instructor support, discussion forums, and a virtual lab environment to practice and resolve queries in real-time.

SPARK & SCALA Interview Questions

10 questions commonly asked in SPARK & SCALA interviews.

01 What are the core components of Apache Spark and their functions?
02 How does Apache Spark’s RDD (Resilient Distributed Dataset) work?
03 Explain the difference between Spark SQL and Spark DataFrames?
04 What are the key benefits of using Scala with Apache Spark?
05 How does Spark Streaming handle real-time data processing?
06 Can you describe the architecture of Apache Spark?
07 Explain the concept of lazy evaluation in Apache Spark?
08 How do you optimize Spark jobs for better performance?
09 How do you handle memory management in Spark?
10 What is the role of the Catalyst optimizer in Spark SQL?

Spark & Scala Course Certification with Training in Pune

Welcome to Radical Technologies, the premier institute in Pune for mastering Apache Spark with Scala. We are dedicated to providing top-notch training, certification, and job assistance in this cutting-edge technology.

Apache Spark with Scala is one of the most sought-after skills in the big data industry. This combination allows for rapid data processing and analysis, making it essential for data engineers, data scientists, and developers. By mastering Apache Spark with Scala, you position yourself at the forefront of big data technology, ready to tackle the most challenging data problems.

Join Radical Technologies and embark on a journey to become an expert in Apache Spark with Scala. Whether you aim to advance your career, shift into a new role, or simply expand your skill set, our courses are designed to help you achieve your goals. Enroll today and take the first step towards a brighter future in the world of big data and analytics.

For more information, visit our website or contact us directly. Let Radical Technologies be your partner in professional growth and success.