Last Enrollment Date : 30th September'21

  • Career Support
  • Testimonials
  • Blog
  • Contact Us
  • Corporate
  • Certificate Program in Big Data Technologies
    Praxis Logo

    INR 14,000

    No Cost EMI of Rs. 1170 per month learn more

    Premium MembershipPremium Membership

    Program Summary

    • 8 credits
    • Duration 3 months
    • 35 Hours of projects/Assignments
    • 86 Hours of online sessions

    Certificate Program in Big Data Technologies

    This Program on Big Data Technologies – designed by veterans in the Analytics industry; helps to establish a decent career in the growing Data and Analytics domain. This uniquely blended Program is brought to you by Praxis, a Top-ranked Analytics B-School in India.

    Sneak Peak

    Please fill the form. Get free personalized counselling from our Career experts.

    Modules

    Big Data 101

    Big Data Characteristics

    • Volume
    • Variety
    • Velocity
    • Veracity
    • Valence
    • Value

    Big Data and Business

    Data Relationships and Data Model

    • One-to-one relationship
    • One-to-many relationship
    • Many-to-many relationship
    • Flat model
    • Hierarchical model
    • Network model
    • Relational model
    • Star schema model
    • Data vault model

    Data Grouping

    Clustering Algorithms

    • partitioning
    • hierarchical
    • grid based
    • density based
    • model based

    Getting ready for Clustering Algorithms

    Clustering Algorithms – UPGMA, single Link Clustering

    KPIs, Businesses & Data Elements

    Mapping for business outcomes

    • Define the pain point
    • Define the goal
    • Identify the actors
    • Identify the impacts
    • Identify the deliverables
    • Creating your impact map

    Basic Query

    Advanced Query – Embedding

    Mathematics Modelling

    Introduction to key mathematical concepts

    • eigenvalues and eigenvectors

    Application of eigenvalues and eigenvectors

    • investigate prototypical problems of ranking big data

    Application of the graph Laplacian

    • investigate prototypical problems of clustering big data

    Application of PCA and SVD

    • investigate prototypical problems of big data compression

    Coding in DB Environment

    Making Data Sets

    R Programming

    R Programming

    Introduction to R – I

    Introduction to R – II

    Common Data Structures in R

    Conditional Operation and Loops

    Looping in R using Apply Family Functions

    Creating User Defined Functions in R

    Graphics with R

    Advanced Graphics with R

    Hadoop

    Introduction to Big Data and Hadoop

    Introduction to DBMS systems using MySQL

    Big Data and Hadoop EcoSystem

    HDFS

    Unix & HDFS Hands-on

    Map-Reduce basics

    Map Reduce Advanced Topics and Hands on

    Pig introduction and Hands on

    Pig Scripting

    Hive Introduction, Metastore, Limitations of Hive

    Comparison with Traditional Database and HIVE scripting

    Hive Data Types, Partitioning and Bucketing

    Hive Tables (Managed and External)

    Hive Continued

    Scoop Introduction and Hands-on

    Introduction to NoSql and HBASE

    HBASE architecture and Hands-on

    Big Data with Spark and Python

    About Praxis

    Praxis Business School, Kolkata, is a premier B-School whose courses are rated among India’s top two in Big Data and Analytics domain. It is one of the most trusted and influential management education institutions in India. Praxis Business School is motivated by the desire to generate business professionals who can partake in and add to the economic development of the country.

    MBA International Business Online

    Mentors

    Testimonials

    Course Highlights

    Key Features of the Program

    Outcome of the Program

    Certificate Program in Big Data Technologies is one of the key requisites in any large organization. The time is at its best for someone to take up a career in this domain. Enormous opportunities and extreme dearth in getting candidates force large organizations go helter-skelter. It is imperative that career seekers grab this opportunity.

    Big Data Tutorial for Beginners

    Get in touch with us

    Get In Touch

    Contact Us

    Chatbot
    chatbot

    Sasha is online

    chatbot

    Hi there! I am Sasha

    And you are?