Big Data Analytics Hadoop training with Certification
and 100% Job Assurance

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 at Kukatpally, Hyderabad has always been top pioneer in fulfilling a learners need for the demanded courses, having an eye over the demand. So, Innomatics research labs entered into catering students with Big data analytics training in Hyderabad.

What is Big Data?

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.

Why Big Data Course?

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.

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Demand for Big Data Analytics Course in Market

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.

Importance of Big Data Analytics at Innomatics Research Labs

Innomatics research labs intend to produce the best and finest professionals from our institute as Big data Developer, Big data Architect, Big data Engineer, Admin and so on. The significance of big data meets the demand for the skillful experts and we apprehend the desire of many professionals as well as industries who are keen to be part of the big data business, as we produced nearly 200 certified professionals with in few years and accommodated them in top industries. Our industry expert trainers can train professionals and beginners with flexibility, dedication towards every individual. The professional friendly atmosphere maintains the institute reputation ahead among many other institutes in hyderabad.

Big Data Analytics Batch details

ScheduleDate & Timings
Weekday Batch06/01/2020
8AM, 10AM, 7PM
Weekend Batch04/01/2020
10AM

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 Research Labs

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

Why innomatics research labs for Software Training courses like Data Science, Machine Learning, Artificial Intelligence, Python, Statistics, NLP, Data Visualization with Tableau, Big Data with Hadoop, Digital Marketing & AWS training in Kukatpally, Hyderabad?

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