🎓 ML Course Notes
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MIT 6.S191 Introduction to Deep Learning (2022) Website
Lectures by: Alexander Amini and Ava Soleimany
|Introduction to Deep Learning||Basic fundamentals of neural networks and deep learning.||Video||Notes||Elvis|
|RNNs and Transformers||Introduction to recurrent neural networks and transformers.||Video||Notes||Elvis|
|Deep Computer Vision||Deep Neural Networks for Computer Vision.||Video||Notes||Elvis|
|Deep Generative Modeling||Autoencoders and GANs.||Video||Notes||Elvis|
|Deep Reinforcement Learning||Deep RL key concepts and DQNs.||Video||Notes :new:||Elvis|
|Limitations and New Frontiers||Limitations and New Frontiers in Deep Learning.||Video||WIP||Elvis|
|Autonomous Driving with LiDAR||Autonomous Driving with LiDAR.||Video||WIP||Elvis|
CS224N: Natural Language Processing with Deep Learning (2022) Website
|Introduction and Word Vectors||Introduction to NLP and word vectors.||Video||WIP||Elvis|
|Neural Classifiers||Neural Classifiers for NLP.||Video||WIP||Elvis|
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