A short course on “Machine learning to Deep Learning: A journey for remote sensing data classification” has been started online free of cost by ISRO and the interested candidates have been invited to fill the applications.
Post the completion of the same, an ISRO certificate shall be provided to the participants. As a part of its outreach program, the course shall be conducted through the Indian Institute of Remote Sensing (IIRS). Dr. Poonam S Tiwari who is from the IIRS DLP team, shall be the program coordinator for the same.
In evening from 4 to 5:30 PM, this course shall be conducted from 5 to 9 July. The course can be accessed through the eclass portal of IIRS, Dehradun and the course can be attended via any web browser.
This program is funded by the IIRS, the Indian Space Research Organisation (ISRO) Department of Space, government of India, Dehradun.
As mentioned earlier, there is no fee for participating in this free, ISRO online course. In addition, participants will be able to receive a ISRO certificate in order to participate in the course.
Contents
Who All Are Eligible For Online Course?
The course is open to students who believed that the basic concepts of remote sensing of the earth, and geo-information systems. However, it would be most useful for the specialists involved in the processing of remote sensing data from a variety of applications, they have to extract a certain class interests, and to learn the concepts of fuzzy machine or deep learning.
Various Topics Covered
Following are some of the topics that are covered in the course:
- Rem?te sensing ?nd its sens?rs ?f v?ri?us res?luti?ns.
- R?di?metry ?nd ge?metri? ??rre?ti?ns ?nd b?si? underst?nding ?f the im?ge.
- B?si? ?l?ssifier t? m??hine le?rning: ? J?urney.
- Meth?ds in m??hine le?rning: Su?ervised, unsu?ervised ?nd reinf?r?ement.
- Fuzzy-b?sed m??hine le?rning with ???li??ti?n in the tem??r?l d?t? ?r??essing.
- Netw?rk-b?sed le?rning ?lg?rithms: ?NN t? ?NN ?r RNN.
How to Get ISRO Certificate?
The candidates withattendance of 70% shall be rewarded certificates. The participants who attend the course sessions through the IIRS YouTube channel will have to mark their attendance via offline sessions available after 24 hours.
How to Register?
The details of the same shall be issued soon says IIRS and here is the link to the official website, ??rti?i??nts ??n ?ttend either thr?ugh the e?l?ss ??rt?l ?r ?ls? ?ttend the live w?rksh?? vi? the Y?uTube ?h?nnel ?f IIRS. The ??ntent ?f the w?rksh?? will be ?v?il?ble ?ffline ?fter 24 h?urs in the e?l?ss ??rt?l. Th?se wh? wish t? kn?w m?re ??n g? thr?ugh the ??urse br??hure f?r further inf?rm?ti?n.
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