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Apache Spark and Scala Rated 4.5/5 based on 628 customer reviews

Apache Spark and Scala Training in Kolkata, India

Master the concepts of the Apache Spark framework.

  • 24 hours of Instructor-led training
  • Basic to Advanced level
  • Learn by doing
Get Personalized Help for Free Enroll Now

Modes of Delivery

Key Features

24 hours of Instructor-led sessions on Apache Spark ecosystem
Immersive hands-on learning
Master the concepts of the Apache Spark framework
Learn about Apache Spark Core, Spark Internals, RDD, SparkSQL,etc
Learn to deploy Apache Spark methodologies using AWS cloud
Our Apache Spark experts will guide students in implementing the technology for future projects

Description

We are in the era of Big Data and Analytics; a technology that has radically transformed the way businesses think and operate. The ability to utilize the information locked in vast amounts of data has grown at a frenetic pace, and Hadoop has become an integral platform for handling, storing, evaluating and retrieving data for companies in a variety of applications. With the demand for big data analysts on the rise, a comprehensive Apache Spark and Scala training on this platform will ensure a rewarding career.

Apache Spark is a big data processing framework and its popularity lies in the fact that it is fast, easy to use and offers sophisticated solutions to data analysis. Its built-in modules for streaming, machine learning, SQL, and graph processing make it useful in diverse Industries like Banking, Insurance, Retail, Healthcare, and Manufacturing.

Zeolearn’s Apache Spark and Scala course is designed to help you become proficient in Apache Spark Development. You will learn about topics such as Apache Spark Core, Motivation for Apache Spark, Spark Internals, RDD, SparkSQL, Spark Streaming, MLlib, and GraphX that form key constituents of the Apache Spark course. With plenty of practice-sessions and exercises, you will master the framework by the end of this course. The course completion certificate will be issued on successful completion of the course and we provide coaching at a very reasonable cost. Register today at our academy and get the free study materials of Apache Spark and Scala.

Here’s what you will learn!

  • Master the concepts of the Apache Spark framework.
  • Understand the Spark Internals RDD and use of Spark’s API and Scala functions to create RDDs and transform RDDs.
  • Master the RDD Combiners, SparkSQL, Spark Context, Spark Streaming, MLlib, and GraphX.

Is this course right for you?

Data Engineer, Data Analysts, Software Professionals, Analytics Professionals, ETL Developers, Project Managers, and Students wanting to master Big Data and Apache Spark will benefit from this Apache Spark and Scala certification course.

Prerequisites

Hadoop Basics

Curriculum

  • Overview of Hadoop 
  • Architecture of  HDFS  & YARN
  • Overview of Spark version 2.2.0
  • Spark Architecture
  • Spark  Components 
  • Comparison of  Spark &  Hadoop
  • Installation of Spark v 2.2.0 on Linux 64 bit
  • Exploring the Spark shell 
  • Creating Spark Context
  • Operations on Resilient Distributed Dataset – RDD
  • Transformations & Actions 
  • Loading Data and Saving Data
  • Introduction to SQL  Operations
  • SQL Context
  • Data Frame
  • Working with Hive
  • Loading Partitioned Tables
  • Processing  CSV, Json ,Parquet files
  • Introduction to Scala
  • Feature of Scala
  • Scala vs Java Comparison
  • Data types
  • Data Structure
  • Arrays
  • Literals
  • Logical Operators
  • Mutable & Immutable variables
  • Type interface
  • Oops  vs Functions
  • Anonymous 
  • Recursive 
  • Call-by-name
  • Currying
  • Conditional statement
  • List
  • Map
  • Sets
  • Options
  • Tuples
  • Mutable collection
  • Immutable collection
  • Iterating
  • Filtering and counting 
  • Group By
  • Flat Map
  • Word count
  • File Access
  • Classes ,Objects & Properties
  • Inheritance
  • Maven  build tool implementation
  • Build Libraries
  • Create  Jar files 
  • Spark-Submit

  • Overview  of Spark Streaming
  • Architecture of Spark Streaming 
  • File streaming
  • Twitter Streaming
  • Overview  of Kafka Streaming
  • Architecture of Kafka Streaming 
  • Kafka Installation
  • Topic
  • Producer
  • Consumer
  • File streaming
  • Twitter Streaming
  • Overview  of Machine Learning Algorithm
  • Linear Regression
  • Logistic Regression
  • GraphX overview
  • Vertices
  • Edges
  • Triplets
  • Page Rank
  • Pregel
  • On-Off-heap memory tuning
  • Kryo Serialization
  • Broadcast Variable
  • Accumulator Variable
  • DAG Scheduler
  • Data Locality
  • Check Pointing
  • Speculative Execution
  • Garbage Collection
  • Master – Driver Node capacity
  • Slave –   Worker Node capacity
  • Executor capacity
  • Executor core capacity
  • Project scenario and execution
  • Out-of-memory error handling
  • Master logs, Worker logs, Driver  logs
  • Monitoring Web UI 
  • Heap memory dump

Frequently Asked Questions

Big Data analysis is among the most lucrative and satisfying career options due to the sheer amount of money and resources that companies around the world are investing in it. Spark is a data analytics tool that is a very useful skill for Hadoop developers. To excel in your career as a big data developer, knowledge of Apache Spark will prove to be an invaluable asset. 

After completing our course, you will become proficient in Apache Spark Development.

Towards the end of the course, all participants will be required to work on a project to get hands on familiarity with the concepts learnt. You will work on a project based on AWS Cloud & Apache Spark. This project will be reviewed by our instructors and industry experts. On successful completion, you will be awarded a certificate.

Knowledge of Big Data and Hadoop will be an advantage. No prior experience in Apache Spark is required.

Classes are held on weekdays and weekends. You can check available schedules and choose the batch timings which are convenient for you.

You can attend our instructor-led live online classes from the convenience of your home or office, by logging into the virtual classroom on schedule. Classes are conducted via online live streaming, and the recordings will be made available for you a day later.

Please ensure you have:

Internet Speed: Minimum 1.0 Mbps connection, with uninterrupted availability OS: Windows any version above XP SP3, or Mac any version above OS X 10.6

500 MHz processor, 256 MB Ram, 3 GB HDD (minimum)

Headset: A good headset with a mike. You will be responding to the instructor’s questions as well as listening to the lectures.

You may be required to put in 10 to 12 hours of effort every week, including the live class, self study and assignments.

On successful completion of the training, you will get a Zeolearn Course completion certificate. You will be required to work on a project, and will receive detailed project specifications to create an android application. Your project will be reviewed by an expert and if deemed satisfactory, you will be awarded a certificate that grades your performance. In case your project is found unsatisfactory in your first attempt, you can take some extra help and rework on it at no extra cost.

No, you will not be required to refer to textbooks. The training is hands-on and all the course material and class recordings will be available on your dashboard. You will learn by working on a project. You will be supported by your mentor and can clarify doubts at any point of time. At the end of the course, you will have a fully developed Android app that is ready for the market.

Don’t worry, you can always access your class recording or opt to attend the missed session again in any other live batch.

We always make sure that all our students are extremely satisfied with the training. However, if you find that it’s not working for you, you can discontinue within the first week of training and avail of a refund.

Please visit our Refunds page for more details.

Please send in an email to help@zeolearn.com, or contact us through any of the numbers at this link: http://www.zeolearn.com/contact-us

We will respond to your queries within 24 hours.

Apache Spark and Scala Course in Kolkata

Kolkata, the city of joy, is the cultural capital of India. Kolkatans are known for their creativity in the areas of art and culture. The city is dotted with art galleries and colonial architecture, including the famous Howrah Bridge. 

About the course in the city  

Big data analytics is the latest trend in technology that has transformed the way businesses look at data. With data being produced every second, Hadoop has become an essential platform to store, handle, retrieve and evaluate information for organisations in a variety of applications. Apache Spark is one of the most used Big Data processing frameworks. 

Zeolearn institute offers training for Apache Spark and Scala Course in Kolkata, which accommodates the new age of big data. For people who want to keep up-to-date with the latest drifts in big data analytics, this Spark and Scala certification in Kolkata by Zeolearn academy is perfect. By registering in the Apache Spark and Scala online course in Kolkata, anyone can update his or her skill set at the convenience of one’s home. Expert trainers will conduct this online program in live, interactive sessions. 

Diverse industries like insurance, banking, healthcare, retail and manufacturing require specialists in extensive data analytics using a big data processing framework that is fast, hassle-free and offers advanced solutions to data analysis. The Apache Spark and Scala Course in Kolkata will prepare you to understand the basics of Apache Spark, the big data processing framework. 

The Apache Spark and Scala certification course in Kolkata also covers GraphX, RDD, MLlib, Spark Internals, SparkSQL, Spark Streaming, Apache Spark Core and Motivation for Apache Spark. The Apache Spark and Scala online course in Kolkata will also train you to identify the range of data analytics. The Apache Spark and Scala training in Kolkata, along with live online lectures, will also provide assignments to strengthen your basics, and you can seek expert help from a tutor regarding doubts. At Zeolearn, we believe in complete customer satisfaction, therefore, if you’re not content with our methods of coaching, your entire course fee will be reimbursed after the first demo session.

Here’s what you will learn!

Our Apache Spark and Scala training course in Kolkata offers 

  • Apache Spark framework concepts and material 
  • Identifying the Spark Internal RDDs 
  • Knowledge about tools used in the framework 

Objective of the Spark and Scala certification in Kolkata 

  • Gaining conceptual knowledge about Apache Spark framework 
  • Use AWS cloud as one of the deployment methodologies  
  • Application of Spark’s Scala and API functions in creating and transforming RDDs 
  • Appropriate use of MLlibGraphXRDD Combiners, Spark Context, SparkSQL and Spark Streaming. 

 Highlights of the Spark and Scala online training in Kolkata: 

  • Live online training sessions led by experienced instructors 
  • Opportunity to learn from industry experts 
  • Design and develop a mini-project 
  • Register and learn from the comfort of your home 
  • 40 hours of immersive, hands-on training and practice sessions

Is this course right for you?

The Apache Spark and Scala certification course in Kolkata is primarily suited for students, data analysts, data engineers, analytics and software professionals ETL Developers and project managers who wish to explore the field of big data.  

Prerequisites

If you have prior knowledge of Hadoop and big Data, it will help you take full advantage of the Apache Spark and Scala training in Kolkata. Enrol in this workshop, add to your skill set and excel in your career. 

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