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Please contact for Free Seminar on DATA SCIENCE/BIG DATA ANALYTICS and new batches

Spark & Scala course helps you gain expertise in Machine Learning Algorithms like K-Means Clustering, Decision Trees, Random Forest, Naive Bayes. You'll perform Big Data Analytics with R Programming, Hadoop and solve real life case studies on Finance, E-Comm, Social Media.

Spark & Scala


Scala Environment Setup:

Installing Scala on Windows, Installing Scala on Linux(Ubuntu)

Scala Basic Syntax:

First Scala Program, Interactive Mode Programming, Script Mode Programming, Basic Syntax

Scala Identifiers:

Alphanumeric Identifiers, Operator Identifiers, Mixed Identifiers, Literal Identifiers

Scala Introduction

Spark and Scala is Object-Oriented, Scala is functional, Scala is statically typed, Scala runs on the JVM, Scala can Execute Java Code, Scala vs Java, Scala Web Frameworks.

Scala Environment Setup:

Installing Scala on Windows,Installing Scala on Linux(Ubuntu)

Scala Basic Syntax:

First Scala Program, Interactive Mode Programming, Script Mode Programming, Basic Syntax

Scala Identifiers:

Alphanumeric Identifiers, Operator Identifiers, Mixed Identifiers, Literal Identifiers

Scala Keywords:

Comments in Scala, Blank Lines and Whitespace, Newline Characters, Scala Packages

Scala Data Types :

Scala Basic Literals, Integer Literals, Floating Point Literals, Boolean Literals, Symbol Literals, Character Literals, String Literals, Multi-Line Strings, The Null Value, Escape Sequences

Scala Variables:

Variable Declaration, Variable Data Types, Variable Type Inference, Multiple assignments, Variable Types, Fields, Method-Parameters, Local Variables

Scala Operators:

Arithmetic Operators, Relational Operators, Logical Operators, Bitwise Operators, Assignment Operators, Operator Precedence in Scala

Scala IF…ELSE Statements:

The if Statement, The if-else Statement, The if-else if-else Statement, Nested if-else Statement

Scala Loop Types:

while Loop, Flow Diagram, do-while loop, Flow Diagram, for loop The for Loop with Ranges : The for Loop with Collections, The for Loop with Filters, The for Loop with yield, Loop Control Statements, break Statement, Flow Diagram, Breaking Nested Loops, Infinite Loop Scala Functions: Function Declarations, Function Definitions, Calling Functions, Function Literals, Anonymous Functions, Currying, Scala Closures

Scala Strings:

Creating Strings, String Length, Concatenating Strings, Creating Format Strings, String Methods

Scala Arrays:

Declaring Array Variables, Processing Arrays, Multi-Dimensional Arrays, Concatenate Arrays, Create Array with Range, Scala Arrays Methods

Scala Regular Expressions:

Forming regular expressions, M atching Literals and Constants, Matching a Wildcard, Matching Tuples and Lists, Matching with Types and Guards, Pattern Variables and Constants in case Expressions, Scala Extractors, Pattern Matching with extractors, Regular-expression Examples, Matching Using case Classes, Pattern matching with Extractors

Scala Files I/O:

Reading line from Screen, Reading File Content, Getting User’s Input

Scala Collections:

Basic Operations on List, Concatenating Lists, Creating Uniform Lists, Tabulating a Function, Reverse List Order, Scala List Methods, Basic Operations on Set, Concatenating Sets, Find max, min elements in Set, Find common values in Sets Scala Set Methods,Basic Operations on Map, Concatenating Maps, Print Keys and Values from a Map, Check for a Key in Map,Scala Map Methods, Iterate over the Tuple, Convert to String, Swap the Elements, Using get Or Else() Method, Using isEmpty() Method, Scala Option Methods, Find Min & Max valued Element, Find the length of the Iterator, Scala Iterator Methods

Scala Access Modifiers:

Private Members, Protected Members, Public Members, Scope of protection Scala Classes & Objects: Oops Basics, Defining Fields, Methods, and Constructors, Auxiliary Constructors, Extending a Class, Singleton objects, Stand-Alone and Companion, objects, Static in Scala

Practical?

Frequently Asked Questions

Yes, One can always use Windows to work on assignments. The initial 5 modules require R set-up which can be easily installed on your windows system. To work on Hadoop on your Windows, the simplest way is to install VMware Player on your Windows Machine. VMPlayer is a software using which you can run another operating system on your Windows. So, by using a VMPlayer and run an Ubuntu/Cloudera OS you can work on the R+Hadoop or Mahout environment and run the assignments. System Requirements to run VMplayer: RAM: 3 to 4 GB. Processor: i3 or above. A 64-bit system is recommended to run the Mahout libraries. To set-up the same, detailed step-wise installation guides are provided in the LMS. Our 24*7 team support will guide you to get the set-up ready.

We will help you to setup the required environment for practical. The set-up will comprise: - R programming IDE set-up - Setting up Hadoop - Performing R+Hadoop Integration - Installing Mahout The detailed step-wise installation guides are provided in the LMS for you. In case you come across any doubt, the 24*7 support team will promptly assist you.

You will never lose any lecture. You can choose either of the two options:1. View the class presentation and recordings that are available for online viewing through the LMS.2. You can attend the missed session, in any other live batch. Please note, access to the course material will be available for lifetime once you have enrolled into the course.

All our instructors are working professionals from the Industry and have at least 10-12 yrs of relevant experience in various domains. They are subject matter experts and are trained by MAT SOFT for providing online training so that participants get a great learning experience.

MAT SOFT is the largest online education company and lots of recruitment firms contacts us for our students profiles from time to time. Since there is a big demand for this skill, we help our certified students get connected to prospective employers. We also help our customers prepare their resumes, work on real life projects and provide assistance for interview preparation. Having said that, please understand that we don't guarantee any placements however if you go through the course diligently and complete the project you will have a very good hands on experience to work on a Live project.

Yes, this can be done. Moreover, this ensures that when you will start with your batch, the concepts explained during the classes will not be totally new to you.

Requesting for a support session is a very simple process. As soon as you join the course, the contact number and email-id of the support team will be available in your LMS. Just a phone call or email will solve the purpose.

You can go through the sample class recording and it would give you a clear insight about how the classes are conducted, quality of instructors and interactive in a class.

MAT SOFT Certification Process:

At the end of your course, you will work on a real time Project. You will receive a Problem Statement along with a data-set to work.

Once you are successfully through the project (Reviewed by an expert), you will be awarded a certificate with a performance-based grading.

If your project is not approved in 1st attempt, you can take extra assistance for any of your doubts to understand the concepts better and reattempt the Project free of cost.

Classroom & Online Training

Afternoon: 12:30 pm
Weekdays(Mon-Fri)
Morning: 07:30 am to 08:30 am
Evening: 08:00 pm to 09:00 pm
Weekends(sat-sun)
morning : 07:00 am to 10:00 am
Weekdays(Mon-Fri)
Morning: 09:30 am to 10:30 am