Big Data Analytics Training in Hyderabad

Big data Analytics course is one of the top most words which has come into limelight since the demand for the new and creative jobs grew in IT sector. As Innomatics research labs has always been top pioneer in fulfilling a learners need for the demanded courses, having an eye over the demand, Innomatics research labs entered into catering students with Big data analytics training in Hyderabad.

Big data course in Hyderabad enables the students to acknowledge themselves with the major big data concepts including Hadoop and spark. Despite big data being a part of data science, big data has also got various courses in it which a student can choose as per their profession.

Big data analysis training in Hyderabad aims at delivering complete subject knowledge over the data interpretation and data processing. At Innomatics, we have divided the big data science course into two levels, they are, beginners level and skilled professional level. At both the levels, the students will get trained within the every aspect of the big data course. The course is designed for the working professionals or students who want to excel their skills in bulk data management, and also for the IT geeks and all the analytics stream professionals who wants to improve their knowledge and gain technical skills over Big data Analytics.

Generally, big data is useful for analyzing and processing all the structured and unstructured data at maximum speed. Big data, the term itself generates the meaning viz, the data which is vast and big in size, which is infinite. Say, monthly transactions by a giant supermarket D-mart is a huge in number when seen or google generating websites every year globally, whose data is infinite in number and hard to maintain. Here comes the need of big data, which customized and processes everything in a systematic way and at faster pace.

Usually, gathering of data and generating it has become a huge task and also a top most priority for all the industries. This is why, the most renowned companies like IBM, Infosys, TCS are hiring a vast number of data analytics every year. Also, the IBM report says that, by 2020 there would be uncountable jobs for big data analysts globally.

And, when it comes to the job market for the big data analytics as well as professionals, this segment in IT sector has got endless demand and huge hype over the market industrialists.
As these big data analysts and professionals are a package of skills including business acumen, math and statistics, professional communication skills, and also programming and collaborative skills, this has created the most hype for the big data analysts and professionals in almost every company.

We Don’t Mind!! Share this Secret..

Get In Touch With Us

Big Data Analytics

Schedule Date Timings
WeekDay Batch 13/05/2019 (MONDAY) 7 PM
WeekEnd Batch 18/05/2019 (SUNDAY) 11 AM

Big Data Analytics Course Curriculum

1. Introduction to Big Data & Hadoop

  • Introduction to Big Data & Challenges
  • Limitations & Solutions of Big Data Architecture
  • Hadoop: Features, Ecosystem, 2.x Core Components, Distributions
  • Hadoop Storage: HDFS (Hadoop Distributed File System)
  • Hadoop Processing: MapReduce Framework

2. Hadoop Architecture and HDFS

  • Hadoop: 2.x Cluster Architecture, Cluster Modes, 2.x Configuration Files
  • Federation and High Availability Architecture
  • Hadoop Production Cluster
  • Common Hadoop Shell Commands
  • Single & Multi Node Cluster set up
  • Basic Hadoop Administration

3. Hadoop MapReduce Framework

  • Traditional vs MapReduce way
  • MapReduce: Need, Anatomy of Program, Combiner & Partitioner
  • YARN: Components, Architecture, MapReduce Application Execution Flow, Workflow
  • Input Splits, Relation between Input Splits and HDFS Blocks

4. Apache Hive

  • Introduction to Apache Hive, Hive vs Pig
  • Hive: Architecture and Components, Metastore, Limitations of Hive, Partition, Bucketing, Tables (Managed Tables and External Tables)
  • Traditional Database vs Hive Data Types and Data Models, Importing Data, Querying Data & Managing outputs

5. Apache Pig

  • Introduction to Apache Pig
  • Pig: MapReduce vs Pig, Components, Execution, Data Types & Models, Latin Programs, UDF, Streaming, Shell & Utility commands, Testing Pig scripts with Punit

6. Apache Sqoop

  • Sqoop Installation
  • Import Data.(Full table, Only Subset, Target Directory, protecting Password, file format other than CSV, Compressing, Control Parallelism, All tables Import)
  • Incremental Import(Import only New data, Last Imported data, storing Password in Metastore, Sharing Metastore between Sqoop Clients)
  • Free Form Query Import
  • Export data to RDBMS,HIVE and HBASE
  • Hands on Exercises

7. No SQL

  • ACID in RDBMS and BASE in NoSQL
  • CAP Theorem and Types of Consistency
  • Types of NoSQL Databases in detail
  • Columnar Databases in Detail (HBASE and CASSANDRA)
  • TTL, Bloom Filters and Compensation

8. Flume

  • Introduction to Flume
  • Flume Agents: Sources, Channels and Sinks
  • Log User information using Java program in to HDFS using LOG4J and Avro Source, Tail Source
  • Log User information using Java program in to HBASE using LOG4J and Avro Source, Tail Source
  • Flume Commands
  • Use case of Flume: Flume the data from twitter in to HDFS and HBASE

9. Oozie

  • Workflow (Action, Start, Action, End, Kill, Join and Fork), Schedulers, Coordinators and Bundles., to show how to schedule Sqoop Job, Hive, MR and PIG

10. Apache Spark

  • Spark Overview, Linking with Spark, Initializing Spark, Basics, Passing Functions to Spark
  • Using the Shell, Resilient Distributed Datasets (RDDs), RDD Operations , Parallelized Collections, External Datasets, Working with Key Value Pairs
  • Transformations, Actions, RDD Persistence, Storage Level choice, Removing Data, Shared Variables, Broadcast Variables, Accumulators, Deploying to a Cluster

Why Choose Innomatics

18+ Industry experts
Learn with highly qualified academic institutions and tutors with huge experience.
Rigorous efforts taken to make a student to be a job qualified both skillfully as well as subject wise
Also conducting of various assignments, workshops and meet ups for collaborations
Certified and guaranteed placements for both IT and NON-IT
700+ people got trained since the period of establishment
100% Placement Assistance
Handouts, Exercises and Assignments on subject
In house Internship on our projects & products

What Our Students Says

About Big Data Analytics Course

Vinay keerthi

Innomatics Research Lab is one of the best data science training institute in Hyderabad. I joined here as soon as I completed my bachelor’s in order to attain a great job. This team suggested me to go with data science course, for the first two days I heard the demo and just got impressed by their teaching and with no second thought choose this course. Iam almost about to complete my course and no doubt they are Turing me into very well qualified data scientist.

Data Science trainee


I am a IT background guy and was looking out for some professionalized courses in field of software that is when I got to know about Digital marketing course through www.innomatics.in website and joined into Digital Marketing course now I am a certified digital marketing expert working for a well known company. Now I can say Digital Marketing Course is great platform to showcase your creative ideas and thoughts to promote a product with Digital marketing Techniques. Thank you Innomatics Research Labs

Digital Marketer


The first thing I would like to say is this (Innomatics Research Labs – Kukatpally, Hyderabad) institution has got a great atmosphere and as well as great trainers to learn with. I went for Robotic Process Automation course and now working as Process engineer at a Accenture. Innomatics is A Best training institute in Hyderabad for RPA course I say…!

RPA Process engineer

Vikas Raut

I’m pursing my masters and also was in search of some innovative course. I chose digital marketing course and I’m very happy with the course. I have joined to improve me skills in digital marketing, I have learned a lot about techniques in digital marketing. The learning experience was very good. Now I am working as digital marketing Intern at a reputed institution.

Digital Marketing Intern

PV Meenakshi

One of the best learning institute in Hyderabad I say! In every aspect Innomatics research labs Institute has proved to be the best for me. The topics and projects covered in Machine Learning were real time and it helped me understand the basics along with high level stuff, equally well. Thank you Innomatics for turning me into a Young data scientist!

Data Scientist

Sai Chaitanya

I joined Innomatics as a student and an Intern in the end of December 2018. It has been a knowledgeable experience till date. I got to work on some interesting projects and case studies as an Data Science Intern. The mentors at the institute are talented, experienced, yet friendly. They are always ready to help. It has been a great experience and I am sure I will benefit a lot from it in my career.

Data Scientist

Loka Sai Eswar

I came to Innomatics when i was indecisive about what to do with career. I just resigned my job as it was kind of monotonous and it didn’t interest me anymore. Just then I got a mail from Innomatics saying they offer classes on Data Science. I don’t mean to sound dramatic, but that was one of the best decisions I made. I found the career that suits me after I came here. The teaching method here is very practical and the faculty too are very helpful. I would recommend to everyone who want to change their career or who want to join Data Science to consider Innomatics research Labs. I am sure you won’t regret!

Data Science trainee

Vaishnavi Mandhani

Innomatics Research labs is the only platform to learn Data science with real time working experience, They just don’t teach, let you work and gain experience. There are so many institutions charging Lakhs of rupees but not teaching complete data science. But at Innomatics i learnt the real data science and practical application of it. After joining here only I got to know what real Data science is. 3 months back I don’t know Data science. Today I can claim that I am an expert of it. As part of my internship, I worked on Docnizer project. It gave me enormous amount of knowledge on Data Science. Thank you Innomatics – Kukatpally Branch

Data Scientist

Jayanth Kumar

I participated in the summer camp program 2018 held by Innomatics in python for data science. And now am lucky enough to work as a full time python developer at a reputed software company. All thanks to your 40 days of workshop which brought an opportunity for me to earn at very young age.

Student - Data Science Summer Camp

Vijay Rao

I say the people who get enrolled with their summer camp programs are luckiest enough as they have got a great opportunity of internship assistance at their institute.

Student - Data Science Summer Camp

Madhuri Netha

My summer has always been boring and non-productive. When I got to know about this summer program, with no second thought I just went enrolling with this institute and now am lucky enough to be the part of their 2 summer camp trainings for simultaneous year.

Student - Data Science Summer Camp

Mithun Reddy

Experiencing a real-time work environment is must for every student irrespective of their age. And this is what this institution provides. I just love the mode of their delivering the course viz in a professional yet easily understandable way.

Student - Data Science Summer Camp

Lavan Kumar G

I have got placed for a reputed institute as junior data analyst after getting my certification for the summer workshop in the year 2018

Student - Data Science Summer Camp

Pranadeep reddy

The learning environment is so pleasing that it feels like your home away from home. I’m a north based guy who always used to spend summers in travelling. But thought of doing something productive last year that could make money for me. And I came to know about this through internet. Well, apart from making my last summer productive, you also helped me in getting job at reputed institute and a big thank you to you!!

Student - Data Science Summer Camp

Teja Vardhan V

I have gained excellence expertise in the machine learning course with help of the summer workshop held in 2018 at innomatics.

Student - Data Science Summer Camp

Siva Shankar Gajjala

One of the best data science training institutes in Hyderabad for the one who is looking out for every professional course in IT sector out there.

Student - Data Science Summer Camp

Join us!! We'll transform your career. Call us on..