Free Machine Learning Course by ISRO

Free Machine Learning Course by ISRO

admin | 2021-06-09
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Main core utilization of remote sensing data is for landuse / landcover map generation. Further it has been tried to increase capability of remote sensing data to extract single class of interest. Also to map different stages within a given class, generate information about specific class of interest in time domain. In todays scenario were various remote sensing sensor’s data is available, its gives an opportunity to integrate these multiple sensor data in a given application, to extract specific class level information.

So its important to explore machine/deep learning algorithms to extract specific class level information from multi-sensor temporal remote sensing data sets…. We invite you to attend this five days short course on Machine learning to Deep Learning: A journey for remote sensing data classification The short course is scheduled from June 1, 2020

5 th July 2021 (16.00Hrs-17.30Hrs) - Remote Sensing and its sensors of various resolutions. Radiometry and Geometric corrections and Basic understanding of Image.

6 th July 2021 (16.00Hrs-17.30Hrs) - Basic classifier to Machine Learning – A Journey.

7 th July 2021 (16.00Hrs-17.30Hrs) - Methods in Machine Learning: Supervised, Unsupervised and Reinforcement.

8 th July 2021 (16.00Hrs-17.30Hrs) - Fuzzy based machine learning with application in Temporal data processing.

9 th July 2021 (16.00Hrs-17.30Hrs) - Network based Learning algorithms – ANN to CNN/RNN

 

This short course is designed for professionals engaged in remote sensing data processing in different applications. Where they are extracting specific class of interest and further wants to learn fuzzy machine/deep learning concepts.

Course study materials like lecture slides, video recorded lectures, & handouts of demonstrations, etc. will be made available through IIRS ftp link. Video lectures will also be uploaded on YouTube Channel (http://www.youtube.com/user/edusat2004).

There is no course fee for attending this programme.

All the participants who attend 70% sessions of the course live via eclass portal.

 The participants who attend the course sessions via IIRS youtube channel should mark their attendance via offline session available after 24 hrs

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