GIS, Drones & Machine Learning for Resource Mapping & Analysis - Batch 4

GIS, Drones & Machine Learning for Resource Mapping & Analysis – Batch 4

From: ₹100.00

Last day of registration: 28th Jan, 2026

Students and NGO staff should: i) attach a scan of  your valid ID proof, and ii) mention your official email id.

This is mandatory to register for the course*

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SKU: 02 February, 2026 Categories: ,

Description of the Course

This course introduces learners to technologies that will help in: 1) Creating GIS maps 2) Using satellite & drone imagery to enhance these GIS maps 3)  Analysing changes in satellite & drone imagery over space and time using AI/ML algorithms 4) Developing GIS apps using Full Stack Technologies: NodeJS/React/Leaflet 5) Modelling real-world problems and potential solutions using the System Dynamics tools

Live Sessions :

On all Wednesdays & Saturdays: 07:00 p.m. - 08:00 p.m.

Every week:

Self-paced  

Profile of the Instructor(s)

     Nagesh Kolagani is a Professor of Computer Science and Engineering at Centurion University of Technology & Management (CUTM), Vizianagaram, AP. He is an alumnus of IIT Madras: B.Tech. (1988), Ph.D. (2016). He has 25+ years of experience in developing IT/GIS solutions for industry, Government, and village stakeholders. He worked earlier as a Software Engineer at Borland Corporation (CA, USA), Project Scientist at IIT Madras, Associate Professor at IIIT Sri City (AP), Head GIS at TN e-Governance Agency, etc.   Abhijit P. Deshpande is a Professor of Chemical Engineering and co-PI of Rural Technology Action Group (RuTAG) at IIT Madras. He coordinated activities of RuTAG from 2018 to 2024. Among the technologies developed during this period are paddy thresher, automatic coir spinning machine, groundnut pod separator, madurkathi handloom mat weaving using electronic jacquard, vending cart, frugal hearing aid and mango seed decorticator. A fabrication/design platform that aims to enable local fabrication is also being developed.

Module Details

MODULE - 1 : GIS Maps

Concepts Covered:

  • Introduction to GIS - Practice videos of QGIS

Learning Outcomes:

You will be able to create GIS maps using QGIS

MODULE - 2 : Satellite Imagery

Concepts Covered:

  • Introduction to Remote Sensing using satellite imagery - Practice videos of Google Earth Pro

Learning Outcomes:

You will be able to create GIS maps using Google Earth images as background

MODULE - 3 : Drone Imagery

Concepts Covered:

  • Introduction to Remote Sensing using drone imagery - Practice videos of WebODM and QGIS

Learning Outcomes:

You will be able to create ortho-mosaiced and annotated drone images and use them as background to create GIS maps  

MODULE - 4 & 5 : Machine Learning & Satellite Imagery

Concepts Covered:

  • Machine Learning, Spatio-Temporal Analysis, Satellite Imagery - Practice videos with Google Earth Engine

Learning Outcomes:

You will be able to carry out spatio-temporal analysis using Google Earth Engine, JavaScript & ML algorithms

MODULE - 6 & 7 : Machine Learning & Drone Imagery

Concepts Covered:

  • Machine Learning, Spatio-Temporal Analysis, Drone Imagery - Practice videos with Google Colab

Learning Outcomes:

You will be able to carry out spatio-temporal analysis using Google Colab, Python & ML algorithms

MODULE - 8 : Participatory Modelling

Concepts Covered:

  • Causal Loop Diagrams

Learning Outcomes:

You will be able to model & simulate socio-economic systems & others using System Dynamics

MODULE - 9 : Participatory Modelling

Concepts Covered:

  • Stock and Flow Diagrams

Learning Outcomes:

You will be able to model & simulate socio-economic systems & others using System Dynamics

MODULE - 10 : Mobile & Web GIS App Development

Concepts Covered:

  • HTML, CSS, JavaScript

Learning Outcomes:

You will be able to create basic web user interfaces

MODULE - 11 : Mobile & Web GIS App Development

Concepts Covered:

  • NodeJS

Learning Outcomes:

You will be able to create server side of a mobile &/or web GIS app

MODULE - 12 : Mobile & Web GIS App Development

Concepts Covered:

  • React & Leaflet

Learning Outcomes:

You will be able to create client side of a mobile &/or web GIS app

Detailed plan

This course will start on the 02nd of Feb, 2026, and will run for twelve weeks, until the 26th of April, 2026. Each week, the learners will: 1) Watch about 3 videos, each about 20 minutes 2) Submit weekly assignments and course projects 3) Attend and participate in 1-hour live sessions on Wednesdays and Saturdays every week Note: Learners not interested in “Mobile & Web GIS App Development” during the last three weeks 10, 11 and 12 can alternatively work on an intensive “GIS-based Participatory Modelling Project” and submit it as 3 parts during those three weeks.

Fees for the Workshop

NGO : Rs 2,360 (Rs 2,000 + 18% GST)

Students :

  • General  - Rs 2,360 (Rs 2,000 + 18% GST)

  • CUTM Students - Rs 118 (Rs 100 + 18% GST)

Faculty : Rs 8850 (Rs 7,500 + 18% GST)

Government Organization : Rs 8850 (Rs 7,500 + 18% GST)

Industry : Rs 8850 (Rs 7,500 + 18% GST)

Certification

The criteria for the certificate is as follows:
  • Attendance During Live Sessions
  • Assignment Demonstration During Demo Live Sessions
  • Assignment and Project Completion

Feedbacks from Previous Learners

  • The course allowed knowing about the latest tools in GIS and spatial data analysis, and learn the concepts with a hands-on approach
  • The students gained valuable insights into the practical aspects of Spatial data, especially Drone imaging and analysis
  • The course videos and the steps were sufficient to cover the topic and to perform the task. The live sessions were adequate to explain the concepts and give demos.
  • We were fortunate to have professor Kolagani as a faculty for the course who guided us throughout with lot of patience.
  • Live sessions are very well handled by the faculty. He explains everything from scratch and helps us solve assignments
 

Targeted Audience

  • NGO
  • Students
  • CUTM students
  • Faculty
  • Government
  • Industry

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