Brain and Cognitive Society, IIT Kanpur, brings you a workshop aimed at introducing its participants to the basics of Machine Learning and concepts related to them. In this workshop, we handed out notebooks on each Saturday for 2 weekends, and each notebook was focused on one aspect of Machine Learning. The notebooks had some embedded videos in them to help them on the go.
Aknowledgements:- These notebooks have been prepared with the help of the notebooks from the summer course at Neuromatch Academy and the videos are from Neuromatch Academy too.
| Topics | Link for assignment | Link for solution |
|---|---|---|
| Python Basics | notebook | solution |
| Model Fitting | notebook | solution |
| Machine Learning GLM | notebook | solution |
| Topics | Link for assignment | Link for solution |
|---|---|---|
| Deep Learning | notebook | solution |
| Reinforcement Learning | notebook | solution |