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ML Math Clubs by TFUG Ghaziabad

Agenda

Day 1: 6th July 2024 - How much Maths is needed for ML? - Santosh Kumar

13:30

14:30

How much Maths is needed for ML?

Day 2: 7th July 2024 - LLM Powered Contract Compliance Application which uses Advanced RAG - Jyotishko Biswas

13:30

14:30

LLM Powered Contract Compliance Application which uses Advanced RAG

Day 3: 13th July 2024 - Mathematical Foundations of Neural Networks and Backpropagation - Geeta Kakrani

13:30

14:30

Mathematical Foundations of Neural Networks and Backpropagation

Day 4: 14th July 2024 - The Mathematical Insights into Neural Network Architectures - Kritika Parmar

13:30

14:30

The Mathematical Insights into Neural Network Architectures

Day 5: 17th July 2024 - Dimensionality Reduction Secrets Revealed - PCA - Hrishikesh Yadav

13:30

14:30

Dimensionality Reduction Secrets Revealed - PCA

Day 6: 20th July 2024 - Linear Regression in Machine Learning - Saurav Prateek

Day 7: 21st July 2024 - Role of Mathematics in Data Science - Akash Kansal

13:30

14:30

Role of Mathematics in Data Science

Day 9: 28th July 2024 -Bridging the Gap Between Theoretical Math and Practical Data Analytics Applications - Vikram Jeet Singh

13:30

14:30

Bridging the Gap Between Theoretical Math and Practical Data Analytics Applications

Day 8: 27th July 2024 - Exploring Gradient Descent - Anukriti Bansal

13:30

14:30