Neural Networks
- YouTube: Neural Networks by 3Blue1Brown
- YouTube: How Neural Networks Actually Work (Explained Interactively)
- Course: Deep Learning Specialization by Andrew Ng (Coursera)
- Article: Neural Networks - wikipedia
- Reddit: Neural Networks - Reddit
- Book: Building Neural Networks from Scratch with Python
- GitHub Repo: Code Examples for "Neural Networks and Deep Learning"
Deep Learning Frameworks
- YouTube: TensorFlow Tutorials by freeCodeCamp
- YouTube: PyTorch Tutorials by Aladdin Persson
- Article: PyTorch Official Tutorials
- Article: TensorFlow Official Tutorials
- Book: "Deep Learning with PyTorch" by Eli Stevens et al.
- GitHub Repo: PyTorch Examples
- GitHub Repo: TensorFlow Models
CNNs & Computer Vision
- YouTube: Convolutional Neural Networks | Deep Learning Animated
- YouTube: CS231n: Convolutional Neural Networks for Visual Recognition by Stanford
- Article: Towards Data Science - CNN Guide
- Website: OpenCV - Computer Vision Library
- Book: "Deep Learning for Vision Systems" by Mohamed Elgendy
- GitHub Repo: YOLO v3 Object Detection in PyTorch
RNNs & NLP
- YouTube: Recurrent Neural Networks
- YouTube: Natural Language Processing (NLP) by IBM Technology
- Article: Wikipedia - RNNs
- Article: TensorFlow NLP Tutorials
- Cheatsheet: Recurrent Neural Networks cheatsheet
- Book: Deep Learning for Natural Language Processing