Learning Resources
Curated collection of books, courses, tutorials, and research papers to deepen your understanding
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Showing 10 of 10 resources
book
Deep Learning: Making It Learnable
The DS 6050 course book, with executable experiments, conceptual bridges, and chapter exercises aligned to the modules
book
Deep Learning Textbook
Comprehensive textbook by Ian Goodfellow, Yoshua Bengio, and Aaron Courville
course
Neural Networks and Deep Learning
Online course by Michael Nielsen with interactive explanations
tutorial
PyTorch Tutorials
Official PyTorch tutorials and documentation
video
Essence of Linear Algebra (3Blue1Brown)
Visual, intuitive introduction to core linear algebra concepts
research
Papers With Code
Latest research papers with code implementations
article
Distill.pub
Interactive machine learning research explanations
course
Kaggle Learn
Free micro-courses on machine learning and deep learning
course
Deep Learning Specialization
Andrew Ng's comprehensive deep learning course series
tutorial
Homework 1 Colab Notebook
Colab notebook for Homework 1 (Module 1)