Here is a curated list of resources for deep learning enthusiasts. Whether you are just starting out or looking to expand your knowledge, these resources should be helpful.
Books
Deep Learning by Ian Goodfellow, Yoshua Bengio, and Aaron Courville This is a comprehensive book covering the fundamentals of deep learning and neural networks. Buy on Amazon
Deep Learning with Python by François Chollet A practical book for those who want to get started with deep learning using Python. Buy on Amazon
Online Courses
Deep Learning Specialization by Andrew Ng on Coursera This specialization is offered by Andrew Ng and covers the fundamentals of deep learning. Start Now
Deep Learning Nanodegree Program by Udacity This program is designed for those who want to specialize in deep learning and includes hands-on projects. Enroll Now
Tutorials and Documentation
TensorFlow Documentation TensorFlow is an open-source library for machine intelligence. Visit TensorFlow
PyTorch Documentation PyTorch is an open-source machine learning library based on the Torch library. Visit PyTorch
Community and Forums
Reddit r/deep learning A community for discussing deep learning topics. Join r/deep learning
Stack Overflow A Q&A site for programmers. You can find answers to your deep learning questions here. Visit Stack Overflow
Conferences
NeurIPS The Conference on Neural Information Processing Systems is the leading event for machine learning and computational neuroscience. Visit NeurIPS
ICLR The International Conference on Learning Representations is a conference for machine learning and computational neuroscience. Visit ICLR
Image
Deep Learning Architecture