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How I’d learn ML in 2024 (if I could start over)

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Become better at machine learning in 5 min/ week πŸ‘‰πŸ» https://borismeinardus.substack.com/ In this video, I share how I would learn Machine Learning in 2024 if I could start over. For the past 3 years, I have been studying machine learning (and 2 years before that basic computer science), which has now led me to work with an amazing ex-Meta professor, collaborate with Google DeepMind researchers, and have interviews at amazing companies. Having learned from all of my failures and successes, this video breaks down how I would learn machine learning all over again, focusing on the essentials and learning from the best resources. Enjoy! πŸ‘‰πŸ» Book a one-on-one call https://calendly.com/boris-meinardus/consulting πŸ‘‡πŸ» Links to resources πŸ‘‡πŸ» ==== Maths ==== https://www.edx.org/learn/probability/harvard-university-introduction-to-probability https://www.edx.org/learn/linear-algebra/the-university-of-texas-at-austin-linear-algebra-foundations-to-frontiers https://www.coursera.org/learn/matrix-algebra-engineers?irclickid=x-U2gpTSJxyLTxPwUx0Mo3EoUkDXeNXFjUFXWo0&irgwc=1 ==== ML/ DL ==== https://www.coursera.org/specializations/machine-learning-introduction#courses https://www.youtube.com/playlist?list=PLAqhIrjkxbuWI23v9cThsA9GvCAUhRvKZ https://www.coursera.org/specializations/deep-learning?irclickid=x-U2gpTSJxyLTxPwUx0Mo3EoUkDXeu01jUFXWo0&irgwc=1#courses https://huggingface.co/learn/nlp-course/chapter1/1 ⬇️ Follow me on my other socials and feel free to DM questions! ⬇️ ⚫βšͺ Medium: https://medium.com/@boris.meinardus 🐦 Twitter: https://twitter.com/BorisMeinardus ================== Timestamps ================ 00:00 - Intro 00:40 - Python 01:29 - Maths 02:47 - ML Developer Stack 04:00 - Learn Machine Learning 06:06 - How To Really Get Good ============================================= #ai #learning #machinelearning
Posted September 8, 2024
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