STOP Taking Random AI Courses - Read These Books Instead

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Machine Learning & Data Science Bootcamp: https://links.zerotomastery.io/egor-MLDS-June25 All Courses: https://links.zerotomastery.io/egor-courses-June25 Career Path Quiz: https://links.zerotomastery.io/egor-CPQuiz-June25 📝 FREE machine learning resume template → https://resume.egorhowell.com 🎯 1:1 Coaching / Mentoring → https://topmate.io/egorhowell/1203300 Video transcript: https://medium.com/data-science-collective/stop-taking-random-ai-courses-read-these-books-instead-352bca9fa303?sk=58e7fb35075fee79739d3f68121a5483 CONNECT WITH ME 📸 Instagram — https://www.instagram.com/egorhowell 💼 LinkedIn — https://www.linkedin.com/in/egorhowell 🌍 Website — https://egorhowell.com RESOURCES MENTIONED Learn Python — Full Course for Beginners : https://www.youtube.com/watch?v=rfscVS0vtbw&t=2907s Python for Everybody Specialization : https://www.coursera.org/specializations/python Neetcode: https://neetcode.io/ CS50: Introduction to Computer Science: https://pll.harvard.edu/course/cs50-introduction-computer-science Practical Statistics for Data Science: https://amzn.to/4n2i4Io Mathematics for Machine Learning: https://amzn.to/406r7hD Mathematics for Machine Learning and Data Science Specialization : https://www.deeplearning.ai/courses/mathematics-for-machine-learning-and-data-science-specialization/ Hands-On ML with Scikit-Learn, Keras, and TensorFlow: https://amzn.to/4l4veCZ Machine Learning Specialisation: https://www.coursera.org/specializations/machine-learning-introduction The Hundred-Page ML Book: https://amzn.to/3FNAzzN The Elements of Statistical Learning: https://amzn.to/4e3b89R Deep Learning Specialization: https://www.deeplearning.ai/courses/deep-learning-specialization/ Hands-On Large Language Models: https://amzn.to/4kGW0ld Practical MLOps: https://amzn.to/44hTn3q AI Engineering: https://amzn.to/3Zy737M Pytorch tutorials: https://www.youtube.com/playlist?list=PLhhyoLH6IjfxeoooqP9rhU3HJIAVAJ3Vz Introduction to LLMs: https://www.youtube.com/watch?v=zjkBMFhNj_g&t=3065s TIMESTAMPS 0:00 Intro 0:22 Programming and software engineering 3:16 Maths and statistics 5:38 Machine learning 10:55 Deep learning and LLMs 14:12 AI Engineering DISCLAIMERS & DISCLOSURES This content is for educational and entertainment purposes and does not constitute professional advice. Opinions are my own. Some links are affiliate links. Thanks to Zero To Mastery for sponsoring this video!