PG Diploma in Software Applications & Big Data

Eligibility: BE, B.Tech, ME, M.Tech, MCA, BCA, MSc, BSc
Duration: 4 Months

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Modules - 2.5 Months

  • Core Java
  • SQL Fundamentals
  • Advanced Java
  • Android Application Development
  • Fundamentals of Cloud Computing

Specialization - 1.5 Month

Data Analytics

  • Python Programming
  • Data Analysis & Visualization

Big Data

  • Introduction to BigData
  • Hadoop Fundamentals (HDFS, Mapreduce, YARN)
  • Hadoop EcoSystem (Spark, Pig, Hive)

Projects

  • Stock Market, Bank Transaction Analysis

Core Java - 15 days

  • Introduction to Java & OOP Concepts
  • Abstraction
  • Inheritance
  • Java string
  • Encapsulation
  • Exception handling
  • Java inner class
  • Polymorphism
  • Jdbc

SQL Fundamental - 5 Days

  • Introduction to RDBMS
  • SQL Commands : DDL, DML, DCL, TCL
  • Subquery
  • Normalization
  • Clauses in SQL
  • Joins
  • ER Diagrams
  • Constraints : Primary key, Foreign Key etc
  • Views

Advanced Java - 12 Days

  • Servlet
  • Generic Servlet
  • Session Tracking
  • XML
  • JSP
  • 9 Implicit Object
  • Httpservlet
  • Bean
  • Action Event

Android Application Development - 12 Days

  • Introduction of Android
  • Android Menu
  • Android Widget
  • Android Service
  • Activity and Intent
  • Android Multimedia

Fundamental of Cloud Computing - 2 Days

  • Introduction to cloud computing
  • Cloud service models
  • Virtulization

Specialization

Data Analytics

Python Programming - 12 Days

  • Python Introduction
  • Modular Programming : Functions
  • Modules & Imports
  • Flow control: Decision Making & Loops
  • Functional Programming
  • Introduction to OOP Concepts
  • List, Tuple, Set and Dictionary
  • File handling
  • Exception handling

Data Analysis & Visualization (Numpy, Pandas, Matplotlib) - 6 Days

  • Numpy Arrays
  • Pandas Foundation : Building Data Frame
  • Plotting Graphs using Matplotlib. PyPlot
  • 2D Numpy Arrays
  • Manipulating Data Frames
  • Multiple Plots with axes and subplot
  • Indexing, Slicing and Iterating
  • Merging Data Frames
  • Customizing Plots

Big Data & Hadoop – 15 Days

  • Introduction to Big data
  • Introduction to Hadoop
  • Hadoop installation modes
  • Pig & Pig Latin
  • Types of Big Data
  • Hadoop Components: HDFS, MapReduce
  • Hadoop Commands
  • Hive Commands
  • Big Data Applications Example
  • Hadoop Architecture
  • Understanding Hadoop Ecosystem
  • Spark Fundamentals

Projects

  1. Stock market using java / python
  2. Bank Transactions Analysis using java / Python