Learning Resources

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

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Showing 8 of 8 resources

book
4.8
Deep Learning Textbook
Comprehensive textbook by Ian Goodfellow, Yoshua Bengio, and Aaron Courville
Intermediate
Self-paced
Theory
Mathematics
Comprehensive
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course
4.7
Neural Networks and Deep Learning
Online course by Michael Nielsen with interactive explanations
Beginner
20-30 hours
Interactive
Beginner-friendly
Visual
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tutorial
4.6
PyTorch Tutorials
Official PyTorch tutorials and documentation
Intermediate
Variable
PyTorch
Hands-on
Official
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video
4.9
3Blue1Brown Neural Networks
Visual explanation of neural networks and deep learning concepts
Beginner
3.5 hours
Visual
Intuitive
Mathematics
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research
4.5
Papers With Code
Latest research papers with code implementations
Advanced
Ongoing
Research
State-of-art
Code
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article
4.8
Distill.pub
Interactive machine learning research explanations
Intermediate
Variable
Interactive
Research
Visual
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course
4.4
Kaggle Learn
Free micro-courses on machine learning and deep learning
Beginner
2-4 hours each
Practical
Free
Certificates
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course
4.7
Deep Learning Specialization
Andrew Ng's comprehensive deep learning course series
Intermediate
3-4 months
Comprehensive
Andrew Ng
Certificates
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