Optimization
About the club:
Optimization is the AIML club of SIT. We encourage students of SIT interested in artificial intelligence and machine learning to join the club. The club teaches students about Machine learning and Deep learning approaches. It builds a great environment for students to explore and learn about various topics of AI and ML. The club also provides students with resources and guidance to explore specific fields of AIML. It allows interaction between club members for possible project or research collaboration.
Objective of the Clubs
- To create an environment for students interested in AI/ML to explore further and to spark an interest in someone who's new.
- To educate students on what exactly ML is and to get them interested in ML.
- To have hands-on sessions for simple experiments.
- To guide a student with project ideas in the right direction.
Activities
- Preliminary session for the new batch
- Basic ML algorithms (Gradient descent, SVM etc.)
- Hands-on performance on validation and testing metrics
- Session on optimization approaches.
- Hands-on introduction to simple ML frameworks (pyTorch/anaconda/google colab)
- Introduction to Deep learning.
- Research paper discussion session.
Faculty Mentor Name of the Clubs
Club Head : Mr. Anupam Mukherjee
Faculty coordinators: Dr. Biswajit Roy
Inauguration date of the Clubs
11th September 2023
Location (Physical) of the Clubs
Room No 204
Details of the Incorporation of the activity in the time table
Conduct meeting and activities at Friday 3:50pm to 4:40pm or when required without hampering regular academic activities
