National Institute of Technology Warangal is the first among 17 RECs setup as joint venture of the Government of India and the state government. Over the years the college has established itself as a premier Institute imparting technical education of a very high standard leading to the B.Tech degrees in various branches of engineering, M.Tech. and Ph.D programmes in various specializations. All B. Tech and M. Tech programmes of NIT Warangal are NBA accredited.
Description
High End Workshop ‘Karyashala’ On Deep Learning Methods for Real Time Applications (1st August – 7th August 2022) Funded by Science & Engineering Research Board(SERB)-DST (GOI) Organised by Department of Computer Science and Engineering, NIT Warangal, Warangal
Event Introduction
The high-end workshop Karyashala will help to disseminate the knowledge in the domain of Machine learning and Deep Learning for PG and PhD students. It empowers the participants to understand how Machine Learning and Deep Learning can be used to innovate and improve the business process and Real time applications. DL is a fast-growing field of Artificial Intelligence concerned with the study and design of computer algorithms for learning good representations of data, at multiple levels of abstraction, Object detection and Segmentation on Real time applications. Since data is overwhelming, organizations are struggling to extract the powerful insights they need to make smarter business decisions. The participants will be trained with hands-on approach in order to have an in-depth insight into the domain of AI and expose them to Feasibility & future scope
Topics to be Covered
❖ Introduction to Machine Learning and Deep Learning
❖ Research in Machine Learning and Deep Learning
❖ Introduction to Python, Python Flow Control, Python Functions, Python Files, Python Objects& Classes, Pandas, Numpy, Matplotlib
❖ Supervised Learning Methods, Neural Networks
❖ Back Propagation Algorithm, CNN, Different Models,
❖ Transfer Learning and Data Augmentation
❖ Python Iterator, Python Generator, Python Closure, Python Decorators, PythonProperty
❖ TensorFlow, Keras Google Colab
❖ Hands on session on NN and CNN Models
❖ Medical Image analysis applications
❖ Objection Detection: RCNN, FRCNN models
❖ Image Segmentation: FCN, Unet and ResUnet Models
❖ Hands on session on RCNN, Unet AND YOLO models with Real time applications
❖ GANS and Types of GANS with Applications
❖ Sequence Models: RNN, LSTM, Bi-LSTM
❖ Attention Layers and Transformers
❖ Hands on session on RNN, LSTM and BERT models
Who can Apply?
The scheme is meant to support regular PG level students and early stage PhD level Students from universities, colleges, private academic institutions, and newly established institutes in handling/troubleshooting of high-end scientific instruments and such skill development on themes required for research work. * The applicants must produce a letter of authentication from their supervisor/Head of the Department/Head of the Institute and No Objection certificate (NOC) for allow their student to undergo Karyashala program
Registration Fee
There is no registration fee for the participants for this workshop. The maximum number of students limit is 25. The list of selected participants will be intimated through e-mail
How to Apply
◆ Candidate should submit an online application by clicking the Apply Online. Participants need to fill up the online application form by using the link given below with all the required details.
Last date (Application & DD) 30.7.2022
Selection List by E- mail 31.7.2022
Duration 1.8.2022 to 7.8.2022
Participants are required to fill the online registration form by clicking on the following link: https://forms.gle/mJU11tM6YYqR5Lq56
Important Date
- Last date for registration is 30.7.2022.
- Event date 1st August – 7th August 2022
For Additional Information
Organizer Information 🇮🇳
National Institute of Technology Warangal,
Warangal – 506 004 (Telangana State).
Email: msv@nitw.ac.in Ph. No: 08897064421
Highlights
- High End Workshop ‘Karyashala’ Programme Organized by National Institute of Technology Warangal
- Learn About Advanced Deep Learning Methods
- High End Workshop ‘Karyashala’ Programme for students
🔖 Post Expires on 30th July 2022