This repository comprises of all the lectures slides, keynotes slides, ipython notebooks used during "Second AI Winter School" organized by the NAAMII at Pokhara, Nepal from December 10, 2019 to December 20, 2019.
Major topics that are covered in this Winter School are as follows:
- AI and Machine Learning, Bayesian Machine Learning, Natural Language Processing by Prof. Suresh Manandhar from University of York.
- Artificial Curiosity by Prof. Karl Friston from University College London.
- Geometric Deep Learning by Prof. Michael Bronstein from Imperial College London.
- Deep Learning, Variational Auto Encoder and Generative Adversarial Network by Danda Pani Paudel.
- Convolutional Neural Networks and 3D Vision by Ajad Chatkuli.
- Probability, Statistics and Graphical Models by Samrachana Adhikari from NYU.
- Object Detection and Uncertainity by Sreyasha.
- Computational Neuroscience - Convolution in the brain by Chris Pack.
- Computational Neuroscience - Primate visual systems: Learning to see without a teacher by Ehud Zohary.
- Reinforcement Learning by Florian.
- Quantum Machine Learning by Chahan.
- Robotic Vision (SLAM) by Suman.
- AI and Ethics by Juliane
- AI and Society by Dovan Rai.
- Medical Informatics by Bishesh, Taman, Sharib
- Bioinformatics by Maria
Note : * Please feel free to fork and update the contents. I will be very happy to receive updates and upgrades.