Learning Resources

Curated collection of books, courses, tutorials, and research papers to deepen your understanding

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Showing 9 of 9 resources

book
Deep Learning Textbook
Comprehensive textbook by Ian Goodfellow, Yoshua Bengio, and Aaron Courville
Intermediate
Theory
Mathematics
Comprehensive
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course
Neural Networks and Deep Learning
Online course by Michael Nielsen with interactive explanations
Beginner
Interactive
Beginner-friendly
Visual
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tutorial
PyTorch Tutorials
Official PyTorch tutorials and documentation
Intermediate
PyTorch
Hands-on
Official
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video
Essence of Linear Algebra (3Blue1Brown)
Visual, intuitive introduction to core linear algebra concepts
Beginner
Visual
Intuitive
Mathematics
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research
Papers With Code
Latest research papers with code implementations
Advanced
Research
State-of-art
Code
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article
Distill.pub
Interactive machine learning research explanations
Intermediate
Interactive
Research
Visual
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course
Kaggle Learn
Free micro-courses on machine learning and deep learning
Beginner
Practical
Free
Certificates
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course
Deep Learning Specialization
Andrew Ng's comprehensive deep learning course series
Intermediate
Comprehensive
Andrew Ng
Certificates
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tutorial
Homework 1 Colab Notebook
Colab notebook for Homework 1 (Module 1)
Beginner
Homework
Colab
Module 1
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