Learn Machine Learning in 3 Months (PyTorch Curriculum)

How is a beginner supposed to get started learning machine learning? I'm going to describe a free 3 month curriculum to help you go from beginner to well-versed in modern machine learning. Transformers, Diffusers, Large Language Models, and dozens of new ML Ops tools have been released the past few years! The field of ML has changed so much and there are so many new tools to learn. Using the help of AI services, we can learn a lot faster than usual. This learning plan is something I'd create for myself if I were to get started today, but I'm going to open source it for you guys. This curriculum will cover all the math concepts, machine learning, deep learning, ML Ops, and tons of cool projects to get you up to speed with the field as fast as possible. If anyone asks how to best get started with machine learning, direct them to this video! Curriculum from this video: https://github.com/llSourcell/LearnML Subscribe! And like. And comment. That's what keeps me going. Want more education? Connect with me here: Twitter: https://twitter.com/sirajraval Instagram: https://www.instagram.com/sirajraval Facebook: https://www.facebook.com/sirajology Join our discord: https://discord.gg/zgEJxeYA2X Curriculum Links ----------------------------------------------------- Month 1: Machine Learning Week 1: Python Fundamentals - https://allendowney.github.io/DSIRP/index.html Week 2: Math of Machine Learning - http://www.xaktly.com/XMathMain.html Week 3: Data Analysis - https://www.kaggle.com/learn Week 4: Machine Learning Techniques - https://github.com/ipython-books/cookbook-2nd Month 2: Deep Learning Week 1: Neural Networks http://d2l.ai/ Week 2: Transformers https://huggingface.co/course/chapter1/1 Week 3: Diffusers https://www.fast.ai/posts/part2-2022-preview.html Week 4: Deep Reinforcement Learning https://simoninithomas.github.io/deep-rl-course/ Month 3: Machine Learning Operations Week 1: Design - https://madewithml.com/ Week 2: Development - https:/