ai-developer-resources

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Technical Courses, Books, and Tutorials on Artificial Intelligence, Deep Learning and Machine Learning for AI Developers I've been keeping a running list of highly recommended and informative resources that I have come across while learning more about AI and Machine Learning. Most of these are technical resources intended for experienced software engineers, developers, and coders. The majority of these resources are free and for any that are not, I've added (paid) to the title to distinguish. Contributing I hope you

find these resources useful as well and if you have any to add that I'm missing please email me at duncan@rosecityrobotics. com or submit a PR to update the source code for this list. About Rose City Robotics We are a robotics integrator developing technology for autonomous disassembly of EV batteries for recycling using machine learning and AI. AI Courses Introductory Intro to Large Language Models - Andrej Karpathy - OpenAI CS50's Introduction to Artificial Intelligence with Python - Harvard Practical Deep

Learning for Coders - fast. ai Introduction to Reinforcement Learning - David Silver Learn PyTorch for deep learning in a day - Daniel Bourke Machine Learning Crash Course with TensorFlow APIs - Google Intro to TensorFlow for Deep Learning - Google Making Friends with Machine Learning - Google From Deep Learning Foundations to Stable Diffusion - fast. ai Spinning Up in Deep RL - OpenAI Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning - ** DeepLearning. AI Neural Networks and Deep Learning - ** DeepLearning. AI Machine Learning for

Everybody - FreeCodeCamp EECS 189 Introduction to Machine Learning - UC Berkeley Intermediate Natural Language Processing - Hugging Face Deep Reinforcement Learning - Hugging Face Machine Learning with Python - ** IBM Full Stack Deep Learning - The Full Stack Supervised Machine Learning: Regression and Classification - ** DeepLearning. AI Advanced Learning Algorithms - ** Stanford Unsupervised Learning, Recommenders, Reinforcement Learning - ** Stanford Transformers for Audio - Hugging Face Artificial Intelligence A-Z 2023: Build 5 AI incl. ChatGPT - (paid) SuperDataScience Advanced Deep Learning Specialization - *** DeepLearning. AI Natural Language Processing Specialization - *** DeepLearning. AI

TensorFlow: Data and Deployment Specialization - *** DeepLearning. AI TensorFlow Developer Professional Certificate - *** DeepLearning. AI Generative Adversarial Networks (GANs) Specialization - *** DeepLearning. AI TensorFlow: Advanced Techniques Specialization - *** DeepLearning. AI Generative AI with Large Language Models - *** AWS /DeepLearning. AI Tutorials Let's build GPT: from scratch, in code, spelled out - Andrej Karpathy Intro to Machine Learning - Kaggle Getting Started with Machine Learning in Python - STX Next Intermediate Machine Learning - Kaggle Machine Learning & Natural Language Processing Tutorials - Machine Learning is Fun Feature Engineering - Kaggle A Neural

Network in 11 lines of Python - i am trask An Introduction to different Types of Convolutions in Deep Learning - Paul-Louis Prove TensorFlow Official Tutorials for Beginners and for Experts - TensorFlow PyTorch Official Tutorials - PyTorch Books Deep Learning for Coders with fastai and PyTorch - fast. ai Dive into Deep Learning - Aston Zhang, Zack C. Smola Deep Learning with Python (Second Edition) - (paid) Francois Chollet Grokking Deep Learning - (paid) Andrew Trask Deep Learning: An MIT Press Book - (paid textbook, free eBook

) Ian Goodfellow, Yoshua Bengio, Aaron Courville An Introduction to Statistical Learning: with Applications in Python - (paid textbook, free eBook) Gareth