Artificial Intelligence > Machine Learning > Deep Learning > Neural Network
Motivation
- Youtube - Machine Learning Explained in 100 Seconds
- Youtube - Generative AI in a Nutshell
- Youtube - ChatGPT is a liar (it’s just probabilities)
- Youtube - Why Neural Networks can learn (almost) anything
- Youtube - Watching Neural Networks Learn
- Youtube - AI-driven Development for Programmers
- Uoutube - How get an AI Job
Search
Transformer
- Wikipedia - Attention is All you Need
- Github - Illustrated Transformer
- Youtube - How a Transformer works at inference vs training time
- Youtube - Transformers demystified
- Youtube - But what is a neural network? | Deep learning
Python
PyTorch (Python / Mobile)
- Youtube - PyTorch in 100 Seconds
- PyTorch Tutorials
- Youtube - Language Models For Software Developers in 17 Minutes
- Youtube - PyTorch for Deep Learning & Machine Learning – Full Course
- Learn PyTorch
- Youtube - Learn PyTorch for deep learning in a day
- PyTorch Tutorial (2017)
TensorFlow (Python / Javascript / Mobile)
- Youtube - TensorFlow in 100 Seconds
- Youtube - TensorFlow 2.0 Complete Course - Python Neural Networks for Beginners Tutorial
- Youtube - Machine Learning for Web Devs & Creatives (Web ML) - Next gen web apps with TensorFlow.js
- ML Zero to Hero
- Tensorflow Tutorial (2017)
- Youtube - Object Detection 101
Generative AI
Data Engineer
Playground
Models
- Kaggle Models
- TensorFlow.js Models
- Huggingface Models
- PyTorch Hub
- PyTorch Hub for Researchers
- Github - Open LLMs
List
- Format Converter
- Netron - Model viewer
- Deeplearning - Chatgpt Prompt Engineering
- Github - Awesome Machine Learning
- Github - Awesome Neural Radiance Field
- Github - Awesome Neural Programming
- Github - Awesome NN Optimization
- Prompt Engineering: A Practical Example
- Prompting Guide for Code Llama
- Papers with Code
- PyLessons
- [Github - The Practical Guides for Large Language Models](The Practical Guides for Large Language Models)
- Github - Awesome-LLM
- Github - Awesome ML
- Github - Build a Large Language Model (From Scratch)
Course
- Github - Large Language Model Course
- Github - Large Language Model Course
- HuggingFace Course
- CodeCraft - Introduction to Machine Learning with TensorFlow.js
- Coursera - Mathematics for Machine Learning Specialization
- Coursera - Machine Learning
- Coursera - Stanford University - Introduction to Statistics
- Coursera - Deep Learning Specialization
- DeepLearning Courses
- DeepLearning Resources
- Coursera - Artificial Intelligence
- Coursera - AI Foundations for Everyone
- Coursera - Introduction to Computer Vision (Whatson, OpenCV)
- Coursera - Natural Language Processing
- Brilliant - Introduction to Neural Networks