Apache Spark Training in Kolkata - TutorsBot

Apache Spark Training in Kolkata

The Apache Spark training in Kolkata will teach you how to use Spark Streaming, Spark SQL, Spark RDD, and Spark Machine Learning libraries (Spark MLlib) to analyze real-time data. Under the leadership of Apache Spark Experts, learn Scala programming with real-world projects and pass the Cloudera Certification exam. Discover the top Spark training in Kolkata.

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Course Features

40 Hrs Instructor Led Training

3 Industry Projects

20 Hrs Project & Exercise

60 Hrs Applied Learning

Placement Assistance

Flexible Training Schedules

+91 8681 995 995

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Course Overview

We are living in the age of Big Data and Analytics, a technology that has completely changed how businesses think and function. Hadoop has become an essential platform for handling, storing, assessing, and retrieving data for enterprises in a range of applications. With the demand for big data analysts on the rise, a thorough understanding of Apache Spark and Scala will set you up for a successful 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.

Tutorsbot Apache Spark training in Kolkata is aimed at assisting you in becoming skilled in Apache Spark development. By the end of this course, you will have mastered the framework thanks to several practise sessions and tasks. On successful completion of the course, a course completion certificate will be awarded, and we offer tutoring at a very low rate. Become a member of our academy today and receive free Apache Spark and Scala study materials.

Here's what you'll discover!

Master the Apache Spark framework's fundamentals.
Understand the Spark Internals RDD and how to generate and manipulate RDDs using Spark's API and Scala methods.
RDD Combiners, SparkSQL, Spark Context, Spark Streaming, MLlib, and GraphX are all skills you'll need.



Course Syllabus

Introduction to Apache Hadoop and the Hadoop Ecosystem

  • Apache Hadoop Overview

  • Data, locality, Ingestion and Storage

  • Analysis and Exploration

  • Other Ecosystem Tools

Hadoop Ecosystem Installation

  • Ubuntu 14.04 LTS Installation VMware Player

  • Installing Hadoop

  • Apache Spark, JDK-8, Scala and SBT Installation

Apache Hadoop File Storage

  • Why we need HDFS

  • Apache Hadoop Cluster Components

  • HDFS Architecture

  • Failures of HDFS 1.0

  • Reading and Writing Data in HDFS

  • Fault tolerance

Distributed Processing on an Apache Hadoop Cluster

  • Overview and Architecture of Map Reduce

  • Components of MapReduce

  • How MapReduce works

  • Flow and Difference of MapReduce

  • YARN Architecture

Apache Hive

  • Hive Installation on Ubuntu 14.04 With MySQL Database Metastore

  • Overview and Architecture

  • Command execution in shell and HUE

  • Data Loading methods

  • Partition and Bucketing

  • External and Managed tables in Hive

  • File formats in Hive

  • Hive Joins

  • Serde in Hive

Apache Sqoop

  • Overview and Architecture

  • Sqoop Import and Export

Introduction to Scala

  • Functional Programing Vs Object Orient Programing

  • Scala Overview

  • Configuring Apache Spark with Scala

  • Variable Declaration

  • Operations on variables

  • Conditional Expressions

  • Pattern Matching

  • Iteration

Deep Dive into Scala

  • Scala: Functions

  • Oops Concept

  • Abstract Class & Traits

  • Access Modifier

  • Array and String

  • Exceptions

  • Collections

  • Tuples

  • File handling

  • Multithreading

  • Spark Ecosystem

Scala Fundamentals

  • Scala File handling

  • Introduction and Setting up of Scala

  • Setup Scala on Windows

  • Basic Programming Constructs

  • Functions

  • Object Oriented Concepts

  • Basic Map Reduce Operations

  • Setting up Data Sets for Basic I/O Operations

  • Basic I/O Operations and using Scala Collections APIs

  • Tuples

Development Cycle of Scale

  • Developing Source code

  • Compile source code to jar using SBT

  • Setup SBT on Windows

  • Compile changes and run jar

  • Setup IntelliJ with Scala

  • Develop Scala application using SBT in IntelliJ

Spark Scala Environment setup in different ways

  • Setup Environment – Locally

  • Cloudera QuickStart VM

  • Putty and WinSCP

  • Cygwin

  • HDFS Quick Preview

  • YARN Quick Preview

  • Setup Data Sets

Apache Spark Basics

  • What is Apache Spark?

  • Starting the Spark Shell

  • Getting Started with Datasets and Data Frames

  • Data Frame Operations

  • Apache Spark Overview and Architecture

RDD and Paired RDD

  • RDD Overview

  • RDD Data Sources

  • Creating and Saving RDDs

  • RDD Operations

  • Transformations and Actions

  • Converting Between RDDs and Data Frames

  • Key-Value Pair RDDs

  • Map-Reduce operations

  • Other Pair RDD Operations

Transform, Stage and Store – Spark

  • overview about Spark documentation

  • Initializing Spark job

  • Create Resilient Distributed Data Sets

  • Previewing data from RDD

  • Transformations Overview

  • level transformations using map and flat Map

  • Filtering the data

  • inner join and outer join


  • Using actions

  • Understanding combiner

  • groupByKey

  • reduceByKey and aggregateByKey

  • Sorting data using sortByKey

  • Global Ranking

  • By Key Ranking

  • Get topNPrices and topNPricedProducts

  • Get top n products by category

  • Set Operations

  • Save data in Text Input Format with and without Compression

Working with Data Frames, Schemas and Datasets

  • Creating Data Frames from Data Sources

  • Saving Data Frames to Data Sources

  • Data Frame Schemas

  • Eager and Lazy Execution

  • Querying Data Frames Using Column Expressions

  • Grouping and Aggregation Queries

  • Joining Data Frames

  • Querying Tables, Files, Views in Spark

  • Comparing Spark SQL and Apache Hive-on-Spark

  • Creating Datasets

  • Loading and Saving Datasets

  • Dataset Operations

Running Apache Spark Applications

  • Writing a Spark Application

  • Building and Running an Application

  • Application Deployment Mode

  • The Spark Application Web UI

  • Configuring Application Properties

Distributed Processing

  • RDD Partitions

  • Stages and Tasks

  • Job Execution Planning

  • Data Frame and Dataset Persistence

  • Persistence Storage Levels

  • Viewing Persisted RDDs

  • Difference between RDD, Data frame and Dataset

  • Common Apache Spark

Data Analysis – Spark SQL or HiveQL

  • Different interfaces to run Hive queries

  • Create Hive tables and load data in text file format & ORC file format

  • Using spark-shell to run Hive queries or commands

Apache Flume

  • Introduction to Flume & features

  • Flume topology & core concepts

  • Flume Agents: Sources, Channels and Sinks

  • Property file parameters logic

Apache Kafka

  • Installation

  • Overview and Architecture

  • Consumer and Producer

  • Deploying Kafka

  • Integration with Spark for Spark Streaming

Apache Zookeeper

  • Introduction to zookeeper concepts

  • Overview and Architecture of Zookeeper

  • Zookeeper principles & usage in Hadoop framework

  • Use of Zookeeper in HBase and Kafka

Apache Zookeeper

  • Introduction to zookeeper concepts

  • Overview and Architecture of Zookeeper

  • Zookeeper principles & usage in Hadoop framework

  • Use of Zookeeper in HBase and Kafka

Apache Oozie

  • Oozie Fundamentals and workflow creations

  • Concepts of Coordinates and Bundles


Apache Spark Trainer

Abdul is a certified professional with over 7 years of experience in their field, and He is a Big Data domain working professional, and have many live projects that they will use during training sessions.

Apache Spark Training in Kolkata Key Skills

  • Analysis and Exploration
  • Oozie Fundamentals and workflow creations
  • Deploying Kafka
  • Persistence Storage Levels
  • Sorting data using sortByKey
  • Access Modifier
TutorsBot Course Image about Apache Spark Training in Kolkata

Advantages in TutorsBot

  • Placement Team for Job Assurance to Course Enroller
  • Professional Trainer from IT Industry
  • Deidicated Support Team for Training and Development
  • Practical Training Program includes Hand On Project Session
  • More than 150 Subject Matter Expert Community
  • Five Years of Training Services Provider
  • Placed More than 850 Students

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Industry of e-commerce

Shopify wanted to look at the types of things its customers were selling to see if there were any stores that would be a good fit for a business collaboration. Its data warehousing infrastructure couldn't solve the problem because it would always time out when conducting data mining queries on millions of documents. Using Apache Spark, Shopify processed 67 million entries in minutes and successfully built a list of stores for collaboration.

eBay uses Apache Spark.

eBay makes use of Apache Spark to deliver customised offers, improve the user experience, and boost overall performance. eBay makes use of Apache Spark using Hadoop YARN. YARN is in charge of managing all of the cluster's resources in order to conduct generic tasks. Through YARN, eBay Spark customers can access Hadoop clusters with up to 2000 nodes, 20,000 cores, and 100TB of RAM.

Incorporating Spark into the Financial Services Industry

By collecting all historical logs and merging them with other external data sources, the Apache Spark ecosystem may be used in the banking industry to achieve best-in-class results with risk-based evaluation (information about compromised accounts or any other data breaches).

Training Options

Self Paced Learning

Affordable Price

Flexible Timing

Videos from Experts

Updated Syllabus

Instructor-Led Training

Wednesday, July 24th 2024

Monday to Friday

5:00 AM to 10:00 PM GMT +5:30

Class Duration : One Hour

Saturday, July 27th 2024

Saturday to Sunday

5:00 AM to 10:00 PM GMT +5:30

Class Duration : Three Hours

Monday, August 5th 2024

Monday to Friday

5:00 AM to 10:00 PM GMT +5:30

Class Duration : One Hour

Saturday, August 3rd 2024

Saturday to Sunday

5:00 AM to 10:00 PM GMT +5:30

Class Duration : Three Hours

Expert Trainers

Doubt Resolutions

Dedicated Support Team

Placements Assistance

Corporate Training

Customized Syllabus

Easy Employee Up-Skilling

Dedicated LMS

Full Time Support

Get Your Course Certificate

The course is in line with respective certification programs, and upon the completion of the training, TutorsBot’s course completion certificate will be awarded upon the completion of the projects, along with other certifications.

This certificate is a proof that you have completely mastering in the domain. This certificate validate you have worked in assignments, exercises, projects and case studies. Share your certificate and achievement on LinkedIn, Facebook or Twitter.

TutorsBot Certificate

Course Timing


Monday to Friday

Timing 8:00 to 10:00


Saturday & Sunday

Timing 9:00 to 9:00


Monday to Sunday

Timing 7:00 to 10:00


Monday to Sunday

Timing 7:00 to 10:00

Course Review

Vinay Pankaj

"It was all put together for me through the learning methodology. I ended myself taking on undertakings I'd never attempted before and never believed I'd be capable of."

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Rituraj Kumar

"TutorsBot got me in because of their shown experience in testing and quality assurance. I learned the Magic of Testing here. The finest aspect is the constant and personal connection with the Trainer, as well as the Live Projects, Certification Training, and Study Material."

John Jefferson

"Your prompt assistance is greatly appreciated. The support crew was always available to me in order to resolve any technical or out-of-the-box difficulties. I also received my course certificate on time."

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"I had a great learning experience with TutorsBot and want to enrol for another certification. Another point I'd want to emphasise is service after the training is over. As a student, this is what I am always looking for. They always provide responses on time."

Amol Verma

"Instructor-led training program was interactive. We can resolve our doubts over the call or email or community. convenient online training and experienced instructor for the Apache Spark course."

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"Relevant and useful training program for the career transition. Course exercises and project mentoring were extremely useful for the newer. From a non-IT into an IT career, I highly suggest a Apache Spark"

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"Well-designed curriculum, Industry projects, and well-skilled instructor. Kudos! Thanks, TutorsBot for the exceptional learning experience. The support team was responsive in query resolutions."


"This training program helped me well in my professional growth. I will highly recommend TutorsBot to learn niche technologies. I made the right learning investment in TutorsBot."

Ajay Jain

"Simple explanations and relatable examples from the instructor are appreciative. TutorsBot's support team responded to the doubt resolutions quickly. "


"The learning experience was impressive, especially during exercise and project sessions. They crafted the course path to transform beginners into experts, especially case studies and exercise."

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"In-depth training, I am really grateful for choosing TutorsBot' Apache Spark program. Doubt resolution is quick from the instructor. I will give 9 out of 10 for the full stack training program."

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"The faculty is so experienced and they teach concepts in simple terms. I benefited well from TutorsBot for the training program. In the future, I will enroll in alternative courses for my upskilling."

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"The course curriculum was industry-oriented and the project sessions were exceedingly helpful. The exercise session was extremely useful in applied learning."

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"Best applied learning session and best project session. I recommend TutorsBot for those who are looking to learn the latest technologies. "


"The best online training institute and I highly recommend TutorsBot for the Apache Spark course. Valuable to enroll in a master's program. The training session and project session were very useful. The TutorsBot support team resolve my query quickly and instructors were professionals in the industry."


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"Honestly, I enjoyed the Apache Spark course program. I benefited from the program project session and Thanks to the TutorsBot support team for quick query resolution."


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"Satisfying course enrollment. The course curriculum is good enough to become an expert in the course domain. Project and hands-on exercises are very useful in upskilling technologies. "


"TutosBot had the best trainer for the Apache Spark course. Training Instructor has in-depth knowledge of course domain and extensive industry experience."

Kuldeep Bhatt

"The training session was more interactive and helpful, particularly the Instructor answering technical questions. TutorsBot is a great place to learn new technologies. "


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"The training was excellent. The trainer was very experienced and approachable in doubt resolution. Thanks, TutorsBot for the doubt resolution; They resolved doubts quickly."

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"Thanks, TutorsBot Apache Spark course training session. I gave 9 out of 10 for the training and support. Quick doubt resolutions and industry projects were useful. "

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"The assignments and project work provide a good hands-on experience. Support was helpful in technical doubts."

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Training FAQ

TutorsBot’s program faculties are screened through multiple profiles with over 5 years of experience in the industry domain and have reputed training backgrounds. We select the faculties only after evaluating technical knowledge with many alumni ratings then they are allowed to be training faculties in TutorsBot.

TutorsBot team provides support from training onboarding, assignments, micro-learning exercise, and doubt resolutions. The TutorsBot team also provides resume building, mock interview, placement assistance, and project mentoring.

No, TutorsBot's placement team helps to increase the opportunity of getting the job by providing technical training, industry projects, case studies, resume preparation and mock interviews.

At TutorsBot, you can enroll in either instructor-led online training or instructor-led campus training. We also provide corporate training for workforce upskilling.

You can make payment with any of the following options: credit card, debit card, net banking, and wallets and by cash. After paying the payment you will receive an email with the receipt.

Yes, After deducting admission fees for the training program; We will refund the remaining amount. Refund will not avail after attending five classes of the course enrollment. To know more about the refund policy, check our Refund Policy webpage in the website's footer.

Apache Spark Course training program will have a duration of 3 months.

Apache Spark Course is becoming a high-demand job in the industry. Enrolling in a Apache Sparkprogram will increase your knowledge in Apache Spark course and increase your career transition. In this course, the training syllabus updated based on current domain trends

Our educators employ a wide range of online technologies and strategies to enhance the online training experience. Our lecturer instructs students to log in at the specified time. In an online context, they may observe, interact with, and explain questions emerging from presentations, as well as connect with learning materials. They can also submit their homework online.

We do, indeed. As technology advances, we update our curriculum and give you with training on the most recent version of that technology.

All online training sessions are recorded. You will receive recordings of the sessions so that you may see the online lessons whenever you like. You can also attend another class to make up for the classes you missed.

Yes, you may certainly pay in installments.

TutorsBot's Apache Spark Course in Kolkata provides freshers with in-depth education as well as hands-on experience on industry projects. Apache Spark earning path is simplified here with real-world examples and extensive coaching. It provides freshers with a promising career path provided they are certified and have practical experience.

No. It is basically a query language and uses general language for easy understanding. With our experienced faculty team at TutorsBot, we make it more easier to learn.

Apache Spark Course is a top-rated, in-demand, and simple-to-learn course. There are numerous opportunities available in the IT industry, as well as many others. TutorsBot generates the best placement option for you.