You just started learning machine learning and AI but wonder why everyone insists on learning the math behind it? To complete projects in ML, you need to know mathematical concepts in AI and machine learning. In this video, we break down why understanding the mathematical foundations is not just important but essential for mastering machine learning. We'll explore why concepts like linear algebra, calculus, probability, and statistics is necessary to learn. Whether you're a beginner or an experienced practitioner, this video will help you appreciate the math that makes machine learning work, and how it can deepen your insights and boost your skills. Let's demystify the math and unlock your full potential in ML!
Stay tuned to stay ahead of the curve in the world of science!
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More about my learning journey: https://www.youtube.com/playlist?list=PLRfh8v6mu_F0UJZf6DKnS2athBG38USXS
Here's how you can get started with python: https://youtu.be/BMXKcbMknKU?si=rE4MSMMQgxFMyiXp
If you want to get started with the first lesson: https://www.youtube.com/playlist?list=PLRfh8v6mu_F3MrkmQb6ccoNBI5MbmbM_j
For workshops I have conducted before: https://www.youtube.com/playlist?list=PLRfh8v6mu_F0W7nD2bIDJUDzrPgGO2QK_
Erdos Institute boot-camp to learn ML: https://www.erdosinstitute.org/boot-camp
Coursera's ML course by Andrew Ng: https://www.coursera.org/specializations/machine-learning-introduction?
Welcome to ChemCoder. As a computational chemist myself, I had to transition to AI and ML towards the end of my PhD program and I have to admit, it was a lot of learning, making mistakes and late nights. If you are a graduate student, freshman, sophomore or a senior in college and wondering if this field of chemistry and programming is for you, you ARE in the right place! We as chemists or as scientists in general have a very unique position to learn and integrate our coding skills to bring new technology and innovation to the world. The future depends on us and our ability to learn, stay motivated and persistent in this difficult field. Join our community as we strive to get better every day.
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