PROGRAMMING FOR DATA SCIENCE AND ML Activity Organizer: Ms. Gehlot and Sridhar Ramaswamy Email: sunita.gehlot@basisindependent.com, srics.r@gmail.com Dates: Mondays Time: 4:00 PM–5:00 PM Grades: 7–12 Cost: Description: The Programming for Data Science and ML Club will take students from Python Data Science basics all the way to advanced ML and LLM topics. This club will help students explore these topics in a hands-on manner with both programming and theory. It will enable students to solve real-world problems and create projects for Science Fairs, Hackathons, and more. At the end, a club website will feature their final projects. Curriculum : Data Processing(Pandas, Numpy) Basic ML Algorithms(Scikit) - Linear Regression - Logistic Regression Classification Deep Learning(Tensorflow, Pytorch) - Artificial Neural Networks - Convolutional Neural Network - Reinforcement Learning Natural Language Processing - LSTM Models - Transformers - LLM Fine-tuning
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