Phase-III: AICTE-Sponsored Short Term Training Programme (STTP) on Research Challenges and Emerging Trends in Ontology and Data Science for Deep Learning
Event Details
| Date of the Event | 1.3.2021 to 6.3.2021 (Phase-III) |
| Title of the Event | AICTE-Sponsored Short-Term Training Programme (STTP) on ‘Research Challenges and Emerging Trends in Ontology and Data Science for Deep Learning’ |
| Organized by | Jointly organized by AICTE, New Delhi, and Dept. of Information Science and Engineering, along with IQAC, MVJCE, Bangalore |
| Name of the Chief Guest and Keynote Speaker | Dr. L Venkata Subramaniam, IBM Master Inventor, Quantum Ambassador and AI Neuro-Symbolic Sub-Theme Lead at IBM |
| Name of the Resource Speaker |
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The Department of Information Science and Engineering, along with IQAC, MVJCE, organized Phase-III of the AICTE-Sponsored Short-Term Training Programme (STTP) on ‘Research Challenges and Emerging Trends in Ontology and Data Science for Deep Learning’, from 1st March to 6th March, 2021. The purpose of this short-term training program was to enhance the skill set and knowledge of the Faculty members, Research Scholars, and Industry professionals in areas like Bigdata, Data Mining, Machine Learning, Ontology, Artificial Intelligence and Data Science. 72 participants from various organizations registered for the programme.
Topics of the STTP
- Data Mining using Weka and Orange
- Social Network Analysis for Big Data
- Ontology
- Ontology and Automation
- Big data Analytic
- AI and Automation
- Data Science – The Emerging Trend
- Machine Learning for Industrial Consultancy
- Big Data in Industry
- Natural Language Processing for Big Data
- Deep Learning – Basics and Algorithms
- Research challenges in Deep Learning
The Phase-III of the STTP was inaugurated by Dr. P Mahabaleswarappa, Principal, MVJCE, on 1st March 2021. On behalf of the Management and the Institution, the Principal welcomed all the participants and Resource Speakers to the Short-term Training Programme (STTP) on ‘Research Challenges and Emerging Trends in Ontology and Data Science for Deep Learning’. In his welcome address, he pointed out how Ontology is closely connected with various thrust areas like Machine Learning, Cyber Security, Data Science etc.
The Chief Guest Dr. L Venkata Subramaniam, IBM Master Inventor, Quantum Ambassador and AI Neuro-Symbolic Sub-Theme Lead at IBM, gave a keynote speech on ‘Deep Thinking’.
1.3.2021 - Session 1:
Dr. M A Jabbar, Professor & HoD, AI&ML, Vardhaman College of Engineering, Hyderabad, delivered a lecture on the topic ‘Data Mining using Weka and Orange’. He discussed the following topics:
- Data mining applications
- Data Mining Tasks
- Demonstration of sample dataset
- Process of Data Classification
- Classification algorithms
- Demonstration of Weka and Orange tool
1.3.2021 - Session 2:
In the second session, Dr. Munesh Chandra Trivedi, Associate Professor, Dept. of CSE, NIT Agartala, delivered a lecture on the topic ‘Social Network Analysis for Big Data’. During his lecture, he dealt with the following topics:
- Traditional Data vs Big Data
- Connected People: Social Networks and Big Data
- Why Big Data Matters to You?
- Techniques in Big Data Analytics
- Social Networks as Big Data
- Demonstration of the relationship between Social Network Analysis and Bigdata
2.3.2021 - Session 1:
The following day, Dr. Charuladha Krishnamurthy, Associate Professor, Dept. of CSE, Pondicherry Engineering College, spoke on the following topics during her talk on Ontology.
- Definition of ontology
- Intuition behind the building of ontology
- Why ontology
- Ontology languages and tools for building
- Steps for building of ontology
- Applications of ontology
2.3.2021 - Session 2:
The second session of Day 2 was handled by Dr. V Uma, Assistant Professor, Department of CSE, Pondicherry University. She took up the following topics during her talk on ‘Ontology and Automation’:
- AI task classification
- AI Subdomains
- Ontology tools
- Demonstration on Ontology and automation
3.3.2021 - Session 1:
On Day 3, Dr. Hari Prabhat Gupta, Assistant Professor, Department of Computer Science and Engineering, IIT BHU, delivered a lecture on the topic ‘Bigdata Analytic’. He discussed the following topics:
- Data transmission problem
- Interference problem
- Duty Cycle Problem
- Demonstration on Bigdata Tools
3.3.2021 - Session 2:
Mr. D Sai Natarajan, Developer, Duratech Solutions, dwelt on the following topics, with reference to AI and Automation:
- AI Tools and Technologies
- Statistics w.r.t AI
- Predictions and Machine Learning for data
- IoT integration in AI
- AI Tool demonstration
4.3.2021 - Session 1:
The following day, Dr. K Sashi, Lead & Developer, Duratech Solutions, gave a lecture on the topic ‘Machine Learning for Industrial Consultancy’. During her lecture, she dealt extensively on the following topics:
- Era of Machine Learning
- Various applications of Machine learning
- Convolution Layers
- Demonstration of CNN
4.3.2021 - Session 2:
Dr. Millie Pant, Associate Professor, Department of Applied Science and Engineering, IIT Roorkee, handled this session and spoke on ‘Data Science - The Emerging Trend’. During her lecture, she touched upon the following topics:
- Google trend
- AI vs Machine Learning vs Data Science
- Data Science trends
- Demonstration of Numpy, Python
5.3.2021 - Session 1:
Mr. K Sankar, Chief Data Scientist, Eagle Software India Pvt. Ltd., handled this session on ‘Bigdata in Industry’ and covered the following areas:
- Various Use cases of Bigdata
- Industry oriented applications of Bigdata
- Challenges of Bigdata domain
5.3.2021 - Session 2:
Dr. Nageswara Guptha M, Division Chair Artificial Intelligence and Machine Learning, Senior Associate Professor SCSE, VIT Bhopal University, hosted the second session for the day, on the topic ‘Natural Language Processing for Bigdata’. During his lecture the following areas were discussed:
- Demonstration of Google Colab tool
- Tools for NLP
- Advantages of NLP
- Building NLP pipeline
- Demonstration of NLP Tool
6.3.2021 - Session 1:
Dr. Hema MS, Associate Professor, Department of Information Technology, Anurag University, Hyderabad, delivered a lecture on the topic ‘Deep Learning: Basics and Algorithms’. She elaborated on the following areas:
- Types of Machine Learning
- Notations used in reinforcement learning
- Max pooling
- Demonstration on Deep learning Tools
- Deep Learning - R Packages
6.3.2021 - Session 2:
The final session was on ‘Research Challenges in Deep Learning', by Dr. Nageswara Guptha M, Division Chair Artificial Intelligence and Machine Learning, Senior Associate Professor SCSE, VIT Bhopal University. During his talk, he elaborated on the following topics:
- Research Challenges in Deep Learning
- Demonstration on Deep Learning tool
- Use of Colab for game application
- Use-cases related to Deep Learning
The programme concluded with vote of thanks by Dr. Sanchari Saha, HOD, Dept. of ISE, MVJCE. At the end of the program, a test was conducted for the participants, and certificates were distributed.
Outcome of the Event:
The STTP provided inputs to the participants on various research domains which will enhance their ability to work in interdisciplinary areas. It will boost their research ability and also enhance their confidence to contribute in Seminars / Conferences / Workshops, as Resource Persons.
Links for the STTP Phase-III Details in MVJCE Official Social Media:
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