RESOURCES
RESOURCES
Second Annual Nepal AI School 2019: Program Schedule (Videos: Work in Progress)
Third Annual Nepal AI School 2021: Lecture Videos
Fourth Annual Nepal AI School 2023: Program Schedule (Videos: Work in Progress)
Embedded Files
PREVIOUS LECTURES
PREVIOUS LECTURES
Mathematics
Mathematics
Linear Algebra
Bishesh Khanal (ANAIS 2018, Youtube)
Linear Algebra
Shashwot Shresthamali (ANAIS 2021, Youtube)
Probability and Statistics
Samrachana Adhikari (ANAIS 2018, Part 1|Part 2)
Probability and Statistics
Sandesh Ghimire (ANAIS 2021, Youtube)
Introduction to Optimization
Ajad Chhatkuli (ANAIS 2018, Youtube)
Continuous Probability Distributions
Suresh Manandhar (ANAIS 2018, Part 1 | Part 2 )
Introductory
Introductory
Introduction to AI and Motivation for Linear Algebra and Computer Vision
Bishesh Khanal (ANAIS 2018, Youtube)
Introduction to AI and Motivation for Linear Algebra and Computer Vision
Bishesh Khanal (ANAIS 2021, Youtube)
Introduction to Machine Learning
Samrachana Adhikari (ANAIS 2018, Part 1 | Part 2 | Part 3)
Linear Regression/Logistic Regression
Aayush Chaudhary (ANAIS 2021, Youtube)
Supervised Learning
Kris Sankaran (ANAIS 2021, Part 1 | Part 2) Self/Semi/Un-Supervised Learning
Danda Pani Paudel (ANAIS 2021, Youtube)
Reinforcement Learning
John D. Martin (ANAIS 2021, Youtube)
Deep Neural Network
Deep Neural Network
Deep Learning Foundations
Kris Sankaran (ANAIS 2018, Part 1 | Part 2 | Part 3)
Advanced Deep Learning
Kris Sankaran (ANAIS 2018, Part 1 | Part 2 | Part 3)
Graphical Modelling and Deep Learning
Kris Sankaran and Suresh Manandhar (ANAIS 2018, Youtube)
Convolutional Neural Networks (CNNs)
Nripesh Parajuli (ANAIS 2021, Part 1 | Part 2)
Computer Vision
Computer Vision
Computer Vision - 3D Geometry (Beginner)
Ajad Chhatkuli (ANAIS 2018,Youtube)
Computer Vision: Learning from Points
Ajad Chhatkuli (ANAIS 2018,Youtube)
Recap to Computer Vision - Stereo Vision and 3D
Ajad Chhatkuli ( ANAIS 2018 ,Youtube)
Image Representation, Processing and Feature Extraction
Bishesh Khanal( ANAIS 2018 ,Youtube)
Computer Vision: Deep Face Recognition
Binod Bhattarai (ANAIS 2018 ,Youtube)
Computer Vision: Structure From Motion
Ajad Chhatkuli (ANAIS 2018,Youtube)
Medical Imaging Informatics
Bishesh Khanal and Taman Upadhaya (ANAIS 2018 - Youtube)
Geometry Deep Learning
Geometry Deep Learning
Geometric Deep Learning
Michael Bronstein ( ANAIS 2021, Part 1 | Part 2)
Geometric Deep Learning on Complexes
Cristian Bodnar ( ANAIS 2021, Youtube)
Graph Neural Networks (GNNs)
Vijay Prakash Dwivedi ( ANAIS 2021, Youtube | Part 2)
Subgraphs for More Expressive GNNs
Fabrizio Frasca (ANAIS 2021, Youtube)
Generative Modeling
Generative Modeling
Generative Modeling
Jakub Tomczak (ANAIS 2021, Youtube | Another Video)
Variational Autoencoders (VAEs)
Variational Autoencoders (VAEs)
Variational Autoencoders (VAEs)
Prashnna K Gyawali (ANAIS 2021, Youtube )
Vision Language Models & VQA
Vision Language Models & VQA
Vision Language Models & VQA
Kushal Kafle (ANAIS 2021, Youtube)
BOOKS
BOOKS
JOURNALS AND CONFERENCES
JOURNALS AND CONFERENCES
PROGRAMMING
PROGRAMMING
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