This is the webpage for the DS&AI research sholars' discussion group. We are a group of faculty and students in the Mehta Family School of Data Science and Artificial Intelligence at IIT Guwahati. We meet weekly to discuss our diverse research interests as well as to talk about different topics in Data Science and Artificial Intelligence.
Topics of interest (but are not limited to):
- Machine Learning
- Statistics
- Deep Learning
- Reinforcement Learning
- Signal Processing
- Natural Language Processing
- Computer Vision
Upcoming session:
Gautam will talk about Convolutional Neural Networks in the seminar room at 5 pm on November 3, 2023.
Calendar
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- November
2023
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A list of past talks:
| Date | Topic | Speaker | Notes/Slides |
|---|---|---|---|
| 10 November 2023 | Generative Adversarial Networks | Vikky Masih | Slides |
| 3 November 2023 | Convolutional Neural Networks | Gautam Singha | Resources to be uploaded |
| 27 October 2023 | Logistic Regression | Prakhar Kumar | Resources to be uploaded |
| 6 October 2023 | Fourier Transforms | Kartikay Agarwal | Resources to be uploaded |
| 29 September 2023 | Gaussian Mixture Models | Rahul Bhardwaj | Resources to be uploaded |
| 8 September 2023 | Hand Gesture Recognition for Assistive Healthcare and Rehabilitation | Kamal | |
| 25 August 2023 | K-Nearest Neighbor (KNN) Classification Algorithm | Shania H | Slides |
| 18 August 2023 | Principal Component Analysis | Omendra Gangwar | Slides |
| 4 August 2023, 11 August 2023 | Linear Regression | Avantika Sahu | Slides |
| 17 July 2023, 24 July 2023 | Introduction to Artificial Neural Networks | Mohan Krishna Pallapu | Slides, References |
| 11-12 July 2023 | Introduction to Reinforcement Learning | Vikky Masih | Slides |
| 26 June 2023, 3 July 2023 | Introduction to Hybrid Beamforming | Ashim Kumar | Slides1, Slides2 |