ISRO Offers Free AI/ML Course: A Chance to Learn Geodata Analysis

AI and Machine Learning are changing how industries work, including geospatial data analysis. ISRO and IIRS know how important these technologies are so they’ve started a free 5-day online course about AI and ML. This course is part of the 144th IIRS Outreach Program and will run from August 19-23, 2024. They made it for professionals and students who work in geospatial and related fields. In this blog post, we’ll look at what this course covers, who should take it, and how you can get something out of this great chance.

• About IIRS and Its Mission
• Course Overview
• Course Contents
• Programme Schedule
• Who Can Participate?
• Registration and Course Fee
• Course Study Materials in PDF
• Technical Requirements
• Award of Certificates
• How to Register?
• Contact Information
• Conclusion

About IIRS and Its Mission

The Indian Institute of Remote Sensing (IIRS) plays a crucial role as an ISRO institution. It trains professionals in Remote Sensing, Geoinformatics, and GNSS Technology. IIRS has educated fresh graduates mid-career professionals, and policymakers since 1966. The institute helps them keep up with the newest tech breakthroughs in geospatial sciences.

Course Overview

The “AI/ML for Geodata Analysis” course introduces students to AI ML, and Deep Learning (DL) basics emphasizing how these apply to geospatial data processing. The course structure balances theory and hands-on skills.

Course Contents

The course covers the following topics:

• Introduction to AI ML, and DL: Getting to know the core ideas, backstory, and what sets AI, ML, and DL apart.
• Methods in Machine Learning: Looking into different ML approaches such as Supervised Learning (working with tagged data), Unsupervised Learning (spotting trends in untagged data), and Reinforcement Learning (improving through practice and mistakes).
• Deep Learning Concepts: Digging into cutting-edge topics like Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), and other models including Faster R-CNN, SSD, and YOLO, which have an impact on geospatial data analysis.
• Deep Learning’s Impact on Geospatial Data: Exploring how DL influences object detection, classification, change detection, and feature extraction.
• Machine Learning with Google Earth Engine: Getting started with Google Earth Engine and learning to build and roll out ML models on geospatial data.
• Python to Create Machine/Deep Learning Models: A practical way to use Python libraries such as TensorFlow, Keras, and PyTorch to develop and train ML/DL models.

Programme Schedule

The course starts on August 19, 2024, and ends on August 23, 2024. You can access it online through the IIRS-ISRO e-class platform. Here’s a breakdown of the sessions:

Who Can Participate?

This course suits professionals and students who wish to learn about AI ML, and DL uses in geospatial analysis. It holds particular value for people in Civil Engineering, Computer Science, Data Analytics, Geoinformatics, and Geomatics. The course can help you build useful skills if you work in academia, government offices, research centers, or the geospatial field.

Registration and Course Fee

The best part about this course? It costs nothing. You should sign up in two major ways:

1. Nodal Centres Registration:
   • Your coordinator at the nodal center needs to approve your registration.
   • Visit the IIRS website to check your registration status.
   • If you’re still waiting for approval, reach out to your nodal center coordinator.
2. Individual Registrations:
   • Your registration gets approved right away.
   • You’ll get login details to access the ISRO Learning Management System (LMS).

Course Study Materials in PDF

The e-class platform will have all the study materials ready for you. This includes slides from lectures recorded video lectures open-source software, and handouts. These resources will stay available even after the course ends, so you can go back and review them whenever you need to.

Technical Requirements

To join the course, you need a good internet connection. While you don’t need special hardware, it’s best to have:

• A desktop or laptop with a webcam, mic, and speakers.
• A big screen, projector, or TV for classroom settings.

https://elearning.iirs.gov.in/outreach.php

Award of Certificates

Students who show up enough will get a “Course Participation Certificate.” For nodal centers, this means 70% attendance. For individuals, you need to spend at least 70% of each class’s time on the course. You can download certificates from the ISRO LMS.

How to Register?

Want to sign up? You can register for the class through the links on the IIRS website. After you register, you’ll get login details for the ISRO Learning Management System (LMS). This is where you’ll find all class materials and lectures.

Here’s the direct link to sign up:

• Coordinator Registration
• Participant Registration

Contact Information

If you have questions or need more info, you can get in touch with:

• Ms. Shefali Agrawal: Group Director, GTOPG & Course Director
• Dr. Harish Karnatak: Head, GIT & DL Dept.
• Dr. Poonam S Tiwari: Programme Coordinator
• Mr. Janardan Vishwakarma & Mr. Ashok Ghildiyal
• Tel: 0135-2524130
• Email: dlp@iirs.gov.in
• Address: Indian Institute of Remote Sensing (IIRS), Indian Space Research Organisation (ISRO), Department of Space, Government of India, 4-Kalidas Road, Dehradun

Conclusion

The 144th IIRS Outreach Programme gives you a great chance to explore AI and ML for geospatial data analysis. This course offers thorough training and hands-on knowledge for professionals wanting to boost their skills or students keen to understand these new technologies. Don’t pass up this opportunity to join a game-changing learning experience—sign up now and begin your journey to master AI and ML in geodata analysis!

More details are available on the official site: http://www.iirs.gov.in/.

See our previous relevant article: https://codewithindia.com/isro-launches-144th-iirs-outreach-program-ai-and-ml-in-geodata-analysis/

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