Big Data Analytics Training - Tvashtaa Data Solutions

Summer Offer 20 % Off for all the courses. Crash Courses on Data Analytics using "R", Core Python, Python with Django. Offer will be available only in May & June. Get in touch now for registration.


Big Data Analytics


WHY BIGDATA?


  • What is Big Data?
  • Hadoop Architecture & Components
  • Hadoop Storage & File Formats

  • HDFS


  • HDFS Basics
  • File Storage
  • Fault Tolerance
  • Hadoop Processing – MapReduce

  • HIVE


  • What is Hive
  • Modeling in Hive and data loading process
  • Concepts of Partitioning, Bucketing
  • Hive data storage formats (ORC, RC, and Parquet)
  • Introduction to Hive QL and examples
  • Hive as an ELT tool
  • Performance tuning in Hive

  • MAPREDUCE


  • What Is MapReduce?
  • Basic MapReduce Concepts
  • Concepts of Mappers, Reducers
  • Combiners and Paritioning
  • Inputs and Output to MR Program

  • BIGDATA USING R


  • Map/Reduce Programming using Java and R
  • Hadoop with R

  • NOSQL


  • NoSQL in Hadoop

  • HBASE


  • HBase – Introduction
  • HBase Data Model, HBase Master
  • HBase Families & Components
  • Data Storage and Distribution
  • HBase Master

  • PIG LATIN


  • Basics of Pig and Why Pig?
  • Grunt
  • Pig’s Data Model
  • Writing Evaluation
  • Filter
  • Load & Store Functions
  • Benefits of Pig over SQL language
  • Input and Output formats to MR program

  • SQOOP


  • Sqoop Overview
  • Sqoop Exercises

  • OOZIE/FLUME/YARN


  • Oozie Overview
  • Oozie Workflows

  • [OPTIONAL]
    CLOUDERA


  • Introduction to Cloudera Manager
  • Ambari Administration

  • SPARK/SCALA


  • What Is Spark?, Basic concepts
  • How Spark differs from Map Reduce?
  • Working with SCALA
  • Parallel Programming with Spark
  • Spark Streaming

  • HADOOP SECURITY


  • Security Overview
  • Knox Exercise
  • Access Control Labels

  • Contact

    TVASHTAA DATA SOLUTIONS

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    Above Sri Suman Electricals,
    Opp. Blood Bank, Narayanaguda,
    Hyderabad - 500029, Telangana, India.

    PHONE:  +917286900966, 04024760226.

    E-MAIL: info@tvashtaa.com

    TVASHTAA DATA SOLUTIONS

    A-102, Sai Rasika Residency
    Image Hospital Lane, Madhapur
    Vittal Rao Nagar, HITEC City
    Hyderabad - 500081, Telangana, India.

    PHONE:  +917286900966

    E-MAIL: info@tvashtaa.com

    CONTACT NOW FOR INFO