SPARK & SCALA TRAINING IN BANGALORE

2546 Reviews
4.8/5
1880 Learners

Overview

Scala Essentials |  Traits and OOPs in Scala |Functional Programming in Scala

Introduction to Big Data and Spark | Spark Baby Steps | Playing with RDDs

Shark – When Spark meets Hive ( Spark SQL) | Spark Streaming

Spark Mlib | Spark GraphX | Project and Installation

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INTRO VIDEO

Why Radical Technologies

  • Highly practical oriented training
  • 25000+ Man-hours of Real-time projects & scenarios
  • 10 to 20+ year Experienced corporate trainers With Real Time Experience.
  • Building up professionals by highly experienced professionals
  • 100 % quality assurance in training .
  • 10000+ Placement Records and 180+ MNC’s and Consultancies Tie up

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Benefits

Red Hat System Administration I provides a foundation for students wishing to become full-time Linux system administrators by introducing key command line concepts and other enterprise-level tools. These concepts are further developed in the follow-on course, Red Hat System Administration II (RH134).

Course Curriculum

Course description

Hadoop – Advance

Scala Essentials |  Traits and OOPs in Scala |Functional Programming in Scala

Introduction to Big Data and Spark | Spark Baby Steps | Playing with RDDs

Shark – When Spark meets Hive ( Spark SQL) | Spark Streaming

Spark Mlib | Spark GraphX | Project and Installation

Pre-requisites

There are no formal prerequisites for this course; however, previous operating system administration experience will be very beneficial.

Course Content

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 OOPs in Scala

Learning Objectives – In this module, you will understand implementation of OOPs

concepts in Scala and use Traits as Mixins

Topics

Traits Intro – Traits as Mixins
Stackable Traits
Creating Traits Basic OOPS – 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

know how for 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 is Big Data, it’s

associated challenges, various frameworks available and will get the 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, SparkSQL 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 Spark

offers. 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

Training Options

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

Exam & Certification

Course Reviews

I had a wonderful experience in Radical technologies where i did training in Hadoop development under the guidance of Shanit Sir. He started from the very basic and covered and shared everything he knew in this field. He was brilliant and had a lot of experience in this field. We did hands on for every topic we covered, and that’s the most important thing because honestly theoretical knowledge cannot land you a job.
Rohit Agrawal Hadoop
I have recently completed Linux course under Anand Sir and can assuredly say that it is definitely the best Linux course in Pune. Since most of the Linux courses from other sources are strictly focused on clearing the certification, they will not provide an insight into real-world server administration, but that is not the case with Anand Sir’s course. Anand Sir being an experienced IT infrastructure professional has an excellent understanding of how a data center works and all these information is seamlessly integrated into his classes.
Manu Sunil Linux
I had undergone oracle DBA course under Chetan sir’s Guidance an it was a very good learning experience overall since they not only provide us with theoretical knowledge but also conduct lot of practical sessions which are really fruitful and also the way of teaching is very fine clear and crisp which is easier to understand , overall I had a great time for around 2 months , they really train you well.also make it a point to clear all your doubts and provide you with clear and in-depth concepts hence hope to join sometime again
Reema banerjee Oracle DBA
I have completed Oracle DBA 11g from Radical technology pune. Excellent trainer (chetna gupta ). The trainer kept the energy level up and kept us interested throughout. Very practical, hands on experience. Gave us real-time examples, excellent tips and hints. It was a great experience with Radical technologies.
Mrudul Bhokare Oracle DBA
Linux learning with Anand sir is truly different experience… I don’t have any idea about Linux and system but Anand sir taught with scratch…He has a great knowledge and the best trainer…he can solve all your queries related to Linux in very simple way and giving nice examples… 100 🌟 to Anand Sir.
Harsh Singh Parihar Linux
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