How to learn AI and ML in 2025 - A complete roadmap

Free monthly learning resources and insights https://gilesknowledge.substack.com/ Here are the links to the machine learning resources mentioned: http://www.r2d3.us/visual-intro-to-machine-learning-part-1/ https://opentechschool.github.io/python-data-intro/core/recap.html https://www.kaggle.com/learn/intro-to-machine-learning https://developers.google.com/machine-learning/crash-course/ https://www.tensorflow.org/tutorials https://machinelearningmastery.com/start-here/ https://www.youtube.com/playlist?list=PL8erL0pXF3JYm7VaTdKDaWc8Q3FuP8Sa7 https://mml-book.github.io/ https://www.probabilitycourse.com/chapter1/1_1_0_what_is_probability.php https://www.statisticsdonewrong.com/ https://github.com/ageron/handson-ml3 https://courses.cs.duke.edu/spring20/compsci527/papers/Domingos.pdf https://datascience.stackexchange.com/ https://stats.stackexchange.com/?tags=machine-learning https://pytorch.org/tutorials/ https://scikit-learn.org/stable/tutorial/index.html That's 16 in total! AI and ML One of my favourite resources to learn AI and Machine Learning - Datacamp (affiliate) https://datacamp.pxf.io/o4e5yO Free monthly learning resources and insights https://gilesknowledge.substack.com/ Learn Data Science (affiliate) 🎓 Data Quest - https://bit.ly/3yClqbZ Learn Python with Giles 🎓 Exploratory Data Analysis with Python and Pandas - https://bit.ly/2QXMpxJ 🎓 Complete Python Programmer Bootcamp - http://bit.ly/2OwUA09 📚 My favourite python books for beginners (affiliate links) 📗 Python Crash Course 2nd Edition https://amzn.to/33tATAE 📘 Automate the Boring Stuff with Python https://amzn.to/3qM1DFl 📙 Python Basics - A Practical Introduction to Python 3 https://amzn.to/3fHRMdb 📕 Python Programming An Introduction to Computer Science https://amzn.to/33VeQCr 📗 Invent Your Own Computer Games with Python https://amzn.to/3FM3H4b 🆓 Free Python Resource https://python-programming.quantecon.org/intro.html (This is a great introduction to python) ⚙ My Gear 💡 BenQ Screen Bar Desk Light - https://amzn.to/3tH6ysL 🎧 Sony Noise Cancelling Headphones - https://amzn.to/3tLl82G 📱 Social Media https://www.instagram.com/gilesmcmullen/ https://twitter.com/GilesMcMullen 👌 SUBSCRIBE to ME!👌 https://www.youtube.com/channel/UC68KSmHePPePCjW4v57VPQg?sub_confirmation=1 #learnmachinelearning #machinelearning #learnpython