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Scala with Spark Advance Training

(5.0) G 4.5/5 f 4.5/5
Course Duration

2 Days

Live Project

NA

Certification

Industry recognized

Training Format

Online/Classroom/Corporate

Scala with Spark
8000+

Certified Learners

15+

Years Avg. faculty experience

40+

Happy Clients

4.5/5.0

Average class rating

ABOUT SCALA WITH SPARK ADVANCE TRAINING

Scala is one of the most popular language and enterprises that runs on a Java virtual machine. It has been successfully deployed to production at companies like Samsung, Verizon, Walmart, Twitter, and many more. Learning new concepts and working with Scala, which will make you a better and a productive programmer. Learning Scala opens doors to programming methodologies such as functional programming and doing concurrency the right way. It also encourages you to write clean and testable code while writing less code at the same time.

Scala is a multi-paradigm and modern programming language. It is a combination of functional programming and object-oriented programming. It combines them into a concise high-level language. It is easy and highly scalable; That's why it is called Scala. A virtual machine i.e. JVM is required to run this language.

Apache Spark is an open source, distributed processing system used for large data workloads. It uses in-memory caching and optimized query execution for fast queries against the data of any size. Simply put, Spark is a fast and generic engine for large-scale data processing.

This course has been prepared for beginners to help them understand the basics of Scala in simple and easy steps. After completing this course, you will find yourself at a moderate level of expertise in using Scala from where you can take yourself to next levels.

Benefits of Scala:

  • Scala has an exact syntax, eliminating boilerplate code.
  • It is both an object-oriented language and a functional language.
  • You can use Scala to execute Java code.
  • Scala uses an expressive typing system that ensures statistical abstraction is secure and consistent.

Instructor-led, Live & Interactive Sessions

Duration
Mode
Level
Batches
Course Price at
8 to 12 Hrs. (Approx)
Online (Instructor-led)
Advance
Public batch

24,999/-
8 to 12 Hrs. (Approx)
Videos (Self Learning)
Advance
Public batch

4,999/-
3 Days
Corporate (Online/Classroom)
Scala with Spark Advance Training
Corporate Batch
Contact US

Agenda: Scala with Spark Advance Training Download Curriculum

Introduction - Scala

  • Overview
  • Why Learn Scala?
  • What You Will Learn
  • Installation
  • Scala REPL
  • Scala IntelliJ IDEA
  • Summary

Functional Programming Concepts

  • Overview
  • Immutability
  • Expressions vs. Statements
  • Functions
  • Pure and Impure Functions
  • Referential Transparency
  • Higher-Order Functions
  • Summary

First Interaction with Scala

  • Overview
  • REPL
  • Variables and Values
  • Conditionals
  • Loops
  • Summary

Functions

  • Overview
  • Structure of a Function
  • Anonymous Functions
  • Higher-Order Functions
  • Summary

Classes

  • Overview
  • Structure of Classes
  • Companion Objects
  • Creating Objects Using Apply
  • Case Classes
  • Launching Standalone Programs Extending App
  • Summary

Null Checks and Error Handling

  • Overview
  • Why Null Checks Are Bad
  • Option as a Better Alternative
  • Error Handling in Imperative Languages
  • Error Handling with Try
  • Error Handling with Either
  • Summary

Pattern Matching

  • Overview
  • What Is It?
  • Match on Constants
  • Match on Case Classes
  • Match on Sequences
  • Match on Type Only
  • Guarding Your Match
  • Summary

Collections

  • Overview
  • Benefits of Scala Collections Library
  • Mutable and Immutable
  • Class Hierarchy Diagram
  • List with Examples
  • Set with Examples
  • Map with Examples
  • Methods on Numeric Collections
  • Filtering, Size, and Conversion Operations on Collections
  • Transforming a Collection Using Map
  • Transforming a Collection Using FlatMap
  • Working with Option and FlatMap
  • Summary

Concurrency

  • Overview
  • Concurrency and Parallelism
  • Future and ExecutionContext
  • Futures Transformation
  • Filtering and Collecting Futures
  • Other Ways to Model Asynchronous Operation
  • Dealing with Future Failures
  • Summary

Understanding Object-oriented Scala

  • Overview
  • Understanding Classes and Objects
  • Creating Classes and Objects
  • Making Objects Immutable
  • Understanding Singleton Objects
  • Understanding Functional Objects
  • Understanding Abstract Classes, Inheritance, and Composition
  • session_start()
  • Project Demo

Working with Basic Types

  • Overview
  • Introduction to Scala Types
  • Embedding Scala Expressions in String Literals
  • Using Methods as Operators
  • Understanding Scala Class Hierarchy
  • Project Demo
  • Summary

Working with Functions and Closures

  • Overview
  • Understanding Local Functions
  • Understanding Function Literals and Function Values
  • Understanding Partially Applied Functions
  • Understanding Closures
  • Applying Repeated Arguments to Functions
  • Understanding Named Arguments and Default Parameter Values
  • Understanding Tail Recursion
  • Project Demo
  • Summary

Creating Your Own Control Structures

  • Overview
  • Using Function Value to Remove Code Duplication
  • Understanding Currying
  • Creating Control Abstraction
  • Understanding by Named Parameters
  • Project Demo
  • Summary

Working with Traits

  • Overview
  • Understading Traits
  • Developing Rich Interfaces with Traits
  • Developing Stackable Modifications with Traits
  • Understanding When to Use Traits or Not
  • Project Demo
  • Summary

Understanding Collections

  • Overview
  • Understanding How Reduce Works
  • Understanding How Fold Operations Work
  • Project Demo
  • Summary

Working with Implicits

  • Overview
  • Understanding How Implicit Conversion Works
  • Understanding the Rules for Implicits
  • Working with Application of Implicits
  • Project Demo
  • Summary

Creating Your Own Control Structures

  • Overview
  • Using Function Value to Remove Code Duplication
  • Understanding Currying
  • Creating Control Abstraction
  • Understanding by Named Parameters
  • Project Demo
  • Summary

Working with Traits

  • Overview
  • Understading Traits
  • Developing Rich Interfaces with Traits
  • Developing Stackable Modifications with Traits
  • Understanding When to Use Traits or Not
  • Project Demo
  • Summary

Understanding Collections

  • Overview
  • Understanding How Reduce Works
  • Understanding How Fold Operations Work
  • Project Demo
  • Summary

Working with Implicits

  • Overview
  • Understanding How Implicit Conversion Works
  • Understanding the Rules for Implicits
  • Working with Application of Implicits
  • Project Demo
  • Summary

Introduction - Spark

  • Why Spark?
  • Hadoop Explosion to Spark Unification
  • Spark's Background
  • Installation
  • Spark Programming Languages
  • Hello Big Data!
  • Logistics
  • Resources
  • Summary

Spark Core: Part 1

  • Intro
  • Spark Appification
  • What Is an RDD?
  • Loading Data
  • Lambdas
  • Transforming Data
  • More Transformations
  • Actions and the Associative Property
  • Acting on Data
  • Persistence
  • Resources
  • Summary

Spark Core: Part 2

  • Intro
  • Implicit Conversions
  • Key-Value Methods
  • Caching Data
  • Accumulating Data
  • Java in Spark
  • Resources
  • Summary

Distribution and Instrumentation

  • Intro
  • Spark Submit
  • Cluster Management
  • Standalone Cluster Scripts
  • AWS Setup
  • Spark on Yarn in EMR
  • Spark UI
  • Resources
  • Summary
SL Method of Training and Assesement % of Weightage
1 Understanding the problems 5%
2 Concept Discussion 10%
3 Demo 25%
4 Lab & Exercise 50%
5 Assessments & Projects 10%

OUR COURSE IN COMPARISON

FEATURES DEVOPSSCHOOL OTHERS
Lifetime Technical Support
Lifetime LMS access
Interview-Kit
Training Notes
Step by Step Web Based Tutorials
Training Slides
  • Complete beginners. We got you covered. We'll start from compilation & interpretation.
  • Programmers switching from other languages.
  • Java programmers who are not feeling confident about their existing Java skills.
  • Java programmers who want to learn about design principles & best practices. Any serious programmer should know this stuff!
  • Anyone can learn who willing to learn Java.

Need Assistance

Feel Free To Contact Us -
+1 (469) 756-6329
(USA Call-WhatApp)
+91 7004 215 841
(India Call-WhatsApp)
For More Queries-
Contact@DevOpsSchool.com

FREQUENTLY ASKED QUESTIONS

Scala is a type-safe JVM programming language that includes both object-oriented and functional programming and it is used for general software applications. Scala's was first introduced in 2003 and increased its use rapidly in recent years.

Scala is a statically typed programming language whereas Java is a multi-platform, network-centric, programming language. Scala less readable because of nested code, while Java is more readable.

  • LinkedIn
  • Twitter
  • Foursquare
  • Netflix
  • Tumblr
  • The Guardian
  • precog
  • Sony

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 you can ensure that you are in right place. We ensure you will be getting complete worth of your money by assigning the best instructor in that technology.

Our instructors working professionals from the Industry and have at least 10-12 yrs of relevant experience in various domains inculding Devops and who understands how to convey things in technical as well as subject matter experts.

The system requirements include Windows / Mac / Linux PC, Minimum 2GB RAM and 20 GB HDD Storage with Windows/CentOS/Redhat/Ubuntu/Fedora.

The trainer will help you setup the instance in cloud (AWS, Cloudshare & Azure), the same VMs can be used in this training and we make sure you acquire practical hands-on training by providing you with every utility that is needed for your understanding of the course.

Also, We will provide you with step-wise installation guide to set up the Virtual Box Cent OS environment on your system which will be used for doing the hands-on exercises, assignments, etc.

Payments can be made using any of the following options:-

  • NEFT or IMPS from all leading Banks.
  • Debit card/Credit card
  • Google Pay/Paytm
  • Xoom and Paypal (For USD Payments)

Apache Spark is an open source, distributed processing system which is used for big data workloads. It uses in-memory caching and optimized query execution for fast queries against the data of any size.

Spark is a formally defined computer programming language which is based on the Ada programming language.

  • If you're already using a supported language like as Java, Python, Scala, R.
  • Spark works with distributed data.

No worries. It might happen. You have two options here.

Each session is uploaded in the LMS where you can review the missed session. You will get 3 months live session access. You can attend the missed session, in any other live batch free of cost upto 3 months.

We offer this course in “Live Instructor-Led Online Training” mode. Through this way you won’t mess anything in your real-life schedule. You will be shared with live meeting access while your session starts using GoToMeeting.

Once you successfully complete the training program along with all the real-world projects, quizzes and assignments you will be awarded the DevOpsSchool verified certification which is industry recognized and does holds value.

No, But we help you to get prepared for the interview. Since there is a big demand for this skill, we help our students for resumes preparations, work on real life projects and provide assistance for interview preparation.

You can avail the online training reciept if you pay us via Paypal You can also ask for send you the scan of the fees receipt.

DEVOPS ONLINE TRAINING REVIEWS

Abhinav Gupta

Abhinav Gupta, Pune

(5.0)

The training was very useful and interactive. Rajesh helped develop the confidence of all.

Indrayani

Indrayani, India

(5.0)

Rajesh is very good trainer. Rajesh was able to resolve our queries and question effectively. We really liked the hands-on examples covered during this training program.

Ravi Daur

Ravi Daur , Noida

(5.0)

Good training session about basic Devops concepts. Working session were also good, howeverproper query resolution was sometimes missed, maybe due to time constraint.

Sumit

Sumit Kulkarni, Software Engineer

(5.0)

Very well organized training, helped a lot to understand the DevOps concept and detailed related to various tools.Very helpful

Vinaya

Vinayakumar, Project Manager, Bangalore

(5.0)

Thanks Rajesh, Training was good, Appreciate the knowledge you poses and displayed in the training.


Avatar

Kshitiij Gupta, Pune

(5.0)

The training with DevOpsSchool was a good experience. Rajesh was very helping and clear with concepts. The only suggestion is to improve the course content.

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4.1
Google Ratings
4.1
Videos Reviews
4.1
Facebook Ratings

Thanks Rajesh, Training was good, Appreciate the knowledge you poses and displayed in the training.

Thanks Rajesh, Training was good, Appreciate the knowledge you poses and displayed in the training.

Thanks Rajesh, Training was good, Appreciate the knowledge you poses and displayed in the training.

Thanks Rajesh, Training was good, Appreciate the knowledge you poses and displayed in the training.

Thanks Rajesh, Training was good, Appreciate the knowledge you poses and displayed in the training.

Thanks Rajesh, Training was good, Appreciate the knowledge you poses and displayed in the training.

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