Indian Institute of Information Technology, Kota (IlIT Kota) is an Institute of National Importance. IIIT Kota is a joint venture of the MHRD, Govt. of India, and Govt. of Rajasthan with Industry Partners in Public Private-Partnership (PPP) mode. Currently the institute is mentored by MNIT Jaipur. The institute is governed by the eminent personalities of the Government, Industry and Academia. Currently we offer B.Tech, M.Tech and PhD in the discipline of Computer Science & Engineering and Electronics & communication engineering. IIIT Kota has the qualified faculty members with various specialisations such as Robotics, Machine Learning, Deep Learning, Optical Communication, Soft Computing, RF and Microwave, Fuzzy Logic, Neural Networks.

The objectives of AICTE Training and Learning (ATAL) Academy are: To set up an Academy which will plan and help in imparting quality technical education in the country and to support technical institutions in fostering research, innovation and entrepreneurship through training. To provide a variety of opportunities for training and exchange of experiences, such as workshops, short term courses, orientations, learning communities, peer mentoring and faculty development programmes. To support policy makers for incorporating training as per requirements.

This FDP aims to explain the basic principles behind Explainable artificial intelligence. In addition, the aim is to impart the knowledge, concept and techniques in the most simple way. The faculty should know how to import, export and transform the existing dataset in order to properly process and use it for several artificial intelligence applications. In this FDP, the faculties will be given the practical knowledge about the artificial intelligence and machine learning on deep learning frameworks such as keras. At the same time, knowing the explanations and reasoning on the predictions of the artificial intelligence systems, the future of the artificial intelligence is becoming the explainable artificial intelligence (XAI) due to its applications for the industry, policy making for higher government officials etc. The XAI provides better opportunities to better understand the Al solutions, and in turn also provide methods to improve the model. This FDP will provide exposure to this unexplored field of Al to the faculties.

1. Introduction to Artificial Intelligence and Explainable Al (XAI).

2. Latest trends and applications of Explainable artificial intelligence.

3. Ethics in Al.

4. Tools and techniques for Explainable Al (XAI).

5. Explanation in Machine Learning.

6. Case studies for explainable Al and trust in Al.

7. Machine Learning and Al libraries.

8. Hands on Sessions.

9. Explainable Al for biomedical/healthcare application.

10. Latest deep neural network visualization techniques.

11. Explaining machine learning from natural language processing perspective.

12. Explaining machine learning from computer vision perspective.

13. XAI Tools on Applications, Lessons Learnt and Research Challenges.

1. Faculty members from Computer Science and, any branch of Engineering, and Science.

2. Research scholars pursuing PhD and PG Programs.

3. Scientists/ Engineers/ Managers.

4. From Industry/ Govt./ R&D organizations.

5. Those who are involved in policy making from government or non- government organizations can also participate.

Chief Patron

1. Prof. A P S Rathore, Director, IIIT Kota

Patron

1. Prof. A K Vyas, Coordinator, IIIT Kota

Coordinators

1. Dr. Basant Agarwal, Assistant Professor, Department of CSE, IIIT Kota

2. Dr. Ankush Vashistha, Assistant Professor, Department of ECE, IIIT Kota

3. Dr. Priyanka Harjule, Assistant Professor, Department of Mathematics, MNIT Jaipur

4. Dr. Shubha Sharma, Assistant Professor, Department of ECE, IIIT Kota

Web: http://www.iiitkota.ac.in/

Online Meet

Indian Institute of Information Technology Kota, 2nd Floor, Prabha Bhawan, MNIT Campus, JLN Marg, Jaipur, Rajasthan 302017