AI Books - Machine Learning Books & Generative AI Books

Video Introduction Course Tutorial

/r/learnmachinelearning Yearly

📄 Me trying to get my model to generalize

📄 Curve fitting method

📄 Even convolutional neural nets

📄 Linear Regression | Visualizing Squared Errors

📄 A simple and easy-to-remember example for false positives and false negatives.

📄 Linear regression model

📄 I made an Image classifier that tells if something's huggable or not? (links in comments)

📄 Mathematics for Machine Learning

📄 How to measure bias and variance in ML models

📄 Open-source MLOps Fundamentals Course 🚀

📄 I made a conversational AI app that helps tutor you in math, science, history and computer science!

📄 Working with chatGPT

📄 Complete chart of all type of neural nets.

📄 If you are looking for courses about Artificial Intelligence, I created the repository with links to resources that I found super high quality and helpful. The link is in the comment.

📄 VToonify: Controllable High-Resolution Portrait Video Style Transfer

📄 If you are looking for free courses about AI, LLMs, CV, or NLP, I created the repository with links to resources that I found super high quality and helpful. The link is in the comment.

📄 Real Pain is Here

📄 Simple fastai based face restoration project, GitHub link in comments.

📄 Deep Learning Tools

📄 ChatGPT can now teach you new skills!

📄 Been learning ML since the start of the year and built a tool with GPT-3 that let’s anyone self-serve their own data questions and create graphs and dashboards

📄 Pokémon text to image, fine tuned stable diffusion model with Gradio UI

📄 Microsoft Will Likely Invest $10 billion for 49 Percent Stake in OpenAI

📄 Football Players Tracking with YOLOv5 + ByteTRACK Tutorial

📄 Animated Explanation of Logistic Regression

📄 I built an app that allows you to build Image Classifiers on your phone. Collect data, Train models, and Preview predictions in real-time. You can also export the model/dataset to be used in your own projects. We're looking for people to give it a try!

📄 Acrobatic tap dancing 1936 using Advanced Colorization/Restoration Algorithms

📄 ELI5 What is curved space?

📄 I made an interactive AI training simulation

📄 An illustration of the core ideas of gradient descent

📄 Stanford University Cheat Sheet for Machine Learning, Deep Learning and Artificial Intelligence.

📄 The Mechanical Neural Network(MNN) - adapted for the XOR problem

📄 Run Stable Diffusion locally with a web UI + artist workflow video

📄 Hugging Face Releases Free Alternative To ChatGPT

📄 Transfer Learning is one of the most power techniques for neural networks

📄 Deep learning tool

📄 Physics-Informed Neural Networks

📄 Role of Mathematics in Machine Learning

📄 Learn to train a dog to fetch a stick with the free Deep Reinforcement learning Course by Hugging Face 🤗

📄 What regularization does to a machine learning model

📄 How neural network recognise a dog.

📄 Learn how to label faster using model-assisted labeling | YOLOv8

📄 AI Profile Pictures - generates hundreds of photos of yourself

📄 iPhone orientation from image segmentation

📄 I created self-repairing software

📄 Hey guys, I made some cheat sheets that helped me secure offers at several big tech companies, wanted to share them with others. Topics include stats, ml models, ml theory, ml system design, and much more. Check out the linked GH repo!

📄 Advantage Actor-Critic Model playing Wordle

📄 GPT-4 Will Be 500x Smaller Than People Think - Here Is Why

📄 200+ Flashcards for ML Engineer Interview Prep (Got into FAANG)

📄 Dropout in neural networks: what it is and how it works

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