Tutorials

1. Python Tutorial

1.  https://www.youtube.com/watch?v=qwAFL1597eM

2.  Book - http://greenteapress.com/thinkpython2/thinkpython2.pdf

2. Basics of Neural Network

1.  https://www.youtube.com/watch?v=zxagGtF9MeU&list=PLblh5JKOoLUIxGDQs4LFFD--41Vzf-ME1

3. Image Processing and Machine Learning

1.  https://www.youtube.com/playlist?list=PLZsOBAyNTZwYHBIlu_PUO19M7aHMgwBJr

2.  Codes: https://github.com/bnsreenu/python_for_microscopists

4. Deep Learning

1. Book: https://classic.d2l.ai/d2l-en-pytorch.pdf

2. https://www.youtube.com/watch?v=X_pCiVQ4c4E&list=PLZsOBAyNTZwbIjGnolFydAN33gyyGP7lT

3. Codes: https://github.com/bnsreenu/python_for_microscopists

5. PyTorch Tutorial

1.  https://www.youtube.com/watch?v=V_xro1bcAuA&pp=ygUQcHl0b3JjaCB0dXRvcmlhbA%3D%3D

2.  https://www.youtube.com/watch?v=c36lUUr864M

3.  Book - https://github.com/borninfreedom/DeepLearning/blob/master/Books/Deep-Learning-with-PyTorch.pdf

6. Graph Neural Network Tutorial

   1. https://www.youtube.com/watch?v=YdGN-J322y4&pp=ygUdZ3JhcGggbmV1cmFsIG5ldHdvcmsgdHV0b3JpYWw%3D

   2. https://youtu.be/VDzrvhgyxsU?si=uUivZS0dKXChuyus

   3. https://distill.pub/2021/gnn-intro/

   4. https://distill.pub/2021/understanding-gnns/

7. Graph Convolutional Networks (GCN)

1.https://www.youtube.com/watch?v=2KRAOZIULzw&pp=ygUcZ3JhcGggY29udm9sdXRpb25hbCBuZXR3b3Jrcw%3D%3D

8. Video Processing

1. Action Recognition - https://www.youtube.com/watch?v=QmtSkq3DYko&t=733s