Welcome to ARIES Learning Weeks 2026

This repository contains all the curriculum materials, session slides, and projects covered during our 2026 learning weeks. Work through the modules at your own pace and reach out on the club channels if you get stuck.

Week 1: OOPs, NumPy, Pandas, Matplotlib, Scikit-learn & Linear Regression

* Instructions and Assignments: Click Here

* Learning Resources: Click Here

Week 2: Deep dive into Neural Nets, Pytorch and CNNs

* Learning Resources : Click Here

Week 3: MNIST, Transfer Learning, Res-Net fine tuning:

* Assignment 1 (MNIST) : A01

* Assignment 2 (Res-Net): A02

Week 4: Architectural Modelling and Contrastive Learning:

* Assignment 1 (Architectural Modifications: SE Blocks, Focal Loss, and Grad-CAM) : A03

* Assignment 2 (Contrastive Learning): A04

Week 5: Explore RNNs:

* Assignment 1 (RNNs): A05