Introduction to GIS
Basics of Database Management Systems
Working with Data in GIS
Data processing
Working with Projections & Georeferencing
Data Models in GIS
Introduction to GIS
- What is GIS and the interrelationship with maps
- Types of Maps GIS deals with
- History & development of GIS
- GIS Applications
- MAP FUN Activity
Basics of Database Management Systems
- Database Fundamentals
- Structured Query Language Basics
- Data Sorting
- MySQL Functions
Working with Data in GIS
- Data capture in GIS
- Working with Attributes
- Importing different types of files
- Importing Spreadsheets & CSV files
- Performing spatial Joins
- Performing table Joins
- Editing and Digitizing Map data
Data processing
- Coordinate Transformations
- Clipping Grids with Polygons
- Import Export
- Reclassification
- Mosaicking
Working with Projections & Georeferencing
- Coordinate Reference Systems(CRS) definition
- Height types, Datums, etc.
- Projection definition, categories
- Georeferencing toposheet & scanned maps
- Georeferencing Aerial Imagery
- Editing and Digitizing Map data after Georeferencing
Data Models in GIS
- Classifying Vector Data
- Mapping Air Quality Index
- Visualizing Census Tracks
- Mapping Census Data
- Vector Analysis- Vector Styling
- Simple Vector Analysis
- Performing Spatial Queries
- Symbolizing points of varing size
- Creating a Choropleth Map
- Plugins
Raster Analysis
Geostatistical Application
Python Programming
Working with Google Earth Engine
Raster Analysis
- Raster Data Introduction
- Raster Analysis in QGIS
- Basics of Raster Styling and Analysis
- Raster Mosaicking & Clipping
- Advanced Raster Analysis
Geostatistical Application
- Introduction
- Calculating the line lengths & statistics
- Calculating Raster Area
- Sampling Raster Area using Points, Line & polygon
- Interpolating Point Data
- Creating Heatmaps
- Creating Time Series Maps
- Creating Time Lapse videos for Geospatial Apps
Python Programming
- Introduction to Python Language
- Download & Install Python
- Python Basics
- Control Flow
- Basic Challenges
Working with Google Earth Engine
- Setting up the environment
- Earth Engine Basics
- Clipping, Mosaicking & exporting
- Earth Engine Intermediate
- Supervised Classification
- Change Detection
Working with Drones
Photogrammetry
Terrain Analysis
Hydrology
Network Analysis
Advanced Topics
Remote Sensing
Working with Drones
- Introduction
- Stakeholders & their laws in India
- Basic principles of flight
- Weather and Meteorology
- Drone Equipment Maintenance
Photogrammetry
- Basics of Remote Sensing
- Aerial photography
- Concept of Axis
- Flight Planning
- Concept of LIDAR, RADAR, SONAR
- Orthomosaic
- Digital terrain Model, Digital Surface Model
- Contour Mapping,
- Hill-shade mapping,
- 3D mapping
Terrain Analysis
- Basic Terrain Analysis
- Concept of DEM & DTM
- Accessing DEM data
- Import & view DEM data
- 3D visualization
Hydrology
- Styling Rivers and Basins
- 3D with GIS
- Calculating the Areal Mean Rainfall
- Concepts of Hydrology
- Hydrological flow Modelling
Network Analysis
- Basics of Network with Visualization & Routing
- Servicing area using Open Route Services
- Travel Time Analysis with Uber movement
- Locating nearest facility using OD matrix
- Calculating Street Intersection Density
Advanced Topics
- Working with WMS & WFS
- Handling invalid Geometries
- Batch Process using Processing framework
- Automating complex workflows using processing builder
- Automating Map Creation with Print Layout Atlas
- Multi Criteria Overlay Analysis
Remote Sensing
- Fundamentals of Remote Sensing
- EM waves & their spectrum
- Atmospheric interaction
- Reflection and absorption
- Introduction to SAGA GIS
- Accessing Satellite Imagery
- Band Composite Display
- Passive imaging techniques
- Active imaging techniques
- Spatial Resolution
- Temporal Resolution
- Spectral Resolution
- Radiometric Resolution
- Multi-Temporal Image Visualization
- Visual Interpretation
- Objects & pixels
- Image Classification introduction
- Classification and Accuracy assessment
- Unsupervised Classification
- Segmentation Classification
- LULC mapping
- LCC mapping (Unsupervised)
- LCC mapping (image differencing)
** Above mentioned modules are subject to change at any moment of the course, depending on the trend of the current GIS market and some other external factors.