Introduction to Geoinformatics, Applications of GIS Map Projections, Map projection transformation, Geographic Data Quality, GIS data Models & Structure, Geographic Data Acquisition, Digital Cartography, Vector data Creation, Geodatabase Creation Open Source GIS (QGIS)

Global Positioning Systems                                                                                    

Introduction to surveying, Introduction to GPS, Application of GPS, GPS in INDIA, Global GPS programmes and India’s Contribution, Adjustments and Errors, GIS and GPS: Present status and future scenario

Geostatistics with R

Introduction & Installation of R, R Basics, Command Packages, Manipulating and Processing Data in R, Reading and Getting Data into R, Exporting Data from R, Data Objects-Data Types & Data Structure. Viewing Named Objects, Structure of Data Items, Manipulating and Processing Data in R (Creating, Accessing, Sorting data frames, Extracting, Combining, Merging, reshaping data frames)

Descriptive statistics and sampling Techniques, Central Tendency, Median, Mode, Standard deviation, variance. Handling Spatial Data in R, Frequency distribution, Covariance and Correlation, Regression: Linear & Multivariate, Covariance & Correlation in multivariate data, data transformations (logarithmic, indicator, Normal-score, rank-order), Geographically Weighted Regression (GWR), Introduction to Graphical Analysis, Probability, Basic Components of Geo-Statistics, Geo-statistical (Probabilistic) Estimation, Mapping & Geo-Visualization With R

Spatial Analysis

Introduction to spatial analysis, Various Techniques of Statistical analysis, Non Spatial Data Creation \ table Management, Different Methods of Vector data Analysis, Proximity analysis (buffering), Raster analysis, Various overlay analysis techniques, Spatial and Non spatial query, Network Analysis, Multi Criteria Analysis and AHP, Site suitability Analysis, Surface mapping, Spatial interpolation

Introduction to Remote Sensing, Energy sources & radiation principles, Remote sensing data acquisition & platforms, Energy recording technology, Image Interpretation, Satellites and sensors, Thermal Remote Sensing

Advance Remote Sensing (30 hrs)                                                                  Microwave remote sensing, Microwave data Processing, Hyperspectral remote sensing, Lidar Remote Sensing

Introduction to Digital Image processing, Image Statistics, Image Transformation, Image Enhancement and its significance, Multi image manipulation (Image transformation), Spectral ratioing (PCA), Image classification, Accuracy Assessment, Change Detection, Introduction to AI & ML (Using ARCGIS Pro inbuilt tool without coding)

Introduction to DBMS, Types of DBMS: Introduction to Hierarchical Model, Network and Relational Models, Object Oriented Database, Data models (conceptual physical and logical), DDL Commands

Data Integrity & integrity rules, DML Commands: Select/Insert/Update/Delete, DCL Commands: Rollback, Commit, savepoint. Number Functions: -Single Value Functions: NVL,ABS,CEIL etc,

Group Value Functions: AVG,COUNT,MAX etc Grouping Things Together (Group By, Having Clause) ,Joining, Introduction to PL/SQL,  Exceptions,  Cursors ,Procedures, Functions, Triggers,  Packages, Indexes , Clusters, Snapshots, Creating Database, Users, Roles & Privileges, Import & Export 

Java

JVM Architecture ,Setting a Class Path , Simple Program in Java (Compile & Run) , Data Types & Identifiers , Operators Conditional Statements , Array & Looping (Mix concepts) , Classes & Objects , Access Modifiers (Private, Public, Protected, Default) , Inheritance (IS A, HAS A) , Polymorphism (Overloading & Overriding) (Super & This Keyword). , Packages & Imports , Visibility of Access Modifiers , Final with Variable, Classes & Methods , Static , Abstract & Interface , Passing an object in Argument , Inner Classes & Wrapper Class , Collections , Exception Handling , Threading , I/O Classes , Applet , JDBC overview through ODBC. 

Web Technology

Architecture of the Web, HTML programming,  DHTML , CSS, The Purpose and Nature of XML, XML Syntax and Structure rules, XML Document Type Declaration, XML and Data Binding, XML linking mechanisms, XML style language, Web Application Development

JavaScript Introduction, Variable declaration, Operators, Control Statements, Understanding arrays, Function Declaration, Working with Objects, Inheritance in JavaScript using prototype, Working with HTML form and its elements, JavaScript Events, JavaScript strings, JavaScript Numbers & JavaScript Date.

Python

Python – Introduction, Python Installation – Windows, Introducing Dictionaries, Defining Dictionaries, Modifying Dictionaries, Deleting Items From Dictionaries, Introducing Lists

Defining Lists, Adding Elements to Lists, Searching Lists, Deleting List Elements, Using List Operators, Introducing Tuples, Declaring variables, Referencing Variables, Assigning Multiple Values at Once, Formatting Strings, Exceptions and File Handling

Advance Python

Flask, Geos, GDAL/OGR, Shapely, ipyleaflet, PySal, Folium (GIS Libraries in Python)

Post GIS

Introduction to PostGIS, Spatial Objects for PostgreSQL, Simple spatial SQL, Viewing data in PostGIS, Creating spatial Indexes, Spatial analysis in SQL, Distance Queries, Spatial Joins 

Google API

Introduction to Google map API, Mapping Fundamentals, Creating first map Application, Use of Marker icons and Info Windows, Geocoding, Google API and KML

Desktop GIS Customization

ARCGIS OR QGIS

Arc-GIS: Introduction to Arcpy and Python window, Working with Map Layers, Create a search cursor using list of string fields in python, Create a search cursor using an SQL expression in python

OR

Q-GIS: Introduction to the QT and QGIS Classes, Customization of Quantum GIS using Python, How to create a python plugin for QGIS, The python syntax (indentation, colon, ...), My first python plugin: display a message box, The main QGIS API classes and their relations, Constants and settings: QGis and QgsApplication classes, Plugin interface: Q-GIS Interface and common methods used in plugins

Web GIS (R Shiny Map Leaflet OR Geo Server)

An Introduction to Geoserver, Anatomy of a Geoserver Application, Styling, Feature Map Layer, Geoserver User Interface, Non-Spatial Query, Web Mapping, Web Services and GIS, Different Kinds of Web Mapping, Working with Geoserver, Building Geoserver, Developing applications using Geoserver, Creating Mapping Application Using HTML, Java Script and Geoserver, Connecting Geoserver with spatial database, Fetching and displaying layers on QGIS from Geoserver.

Aptitude: Percentage, Profit & Loss, Ratio & Proportion, Average, Mixture & Allegation, Simple Interest & Compound Interest,   Seating Arrangements (Linear & Circular), Ages, Time, Speed & Distance, Trains, Boats & Streams, Time & Work, Wages (Man days), Pipes & Cisterns, Clocks, Permutations & Combinations, Probability, 

Effective Communication: Personality Development, English Grammar, Correct Usage of English, Common Mistakes in English Communication, Listening Skills, Reading Skills, Writing Skills, Public Speaking, Presentation Skills, Group Discussions, Interpersonal Skills, Personal Interviews