Mathematics for Machine Learning – Made Ridiculously Simple

Want to break into AI but worried about the mathematics for machine learning? Don't stress—I’ve got you covered! Let’s break down ALL the essential AI mathematics you need for AI and Machine Learning, using simple explanations and real-world examples. Master the AI prerequisites to start your AI and ML learning: ✔️ Calculus – Derivatives, Chain Rule, and Integrals ✔️ Linear Algebra – Vectors, Matrices, and Transformations ✔️ Probability & Statistics – Bayes’ Theorem, Gaussian Distributions Resources from the video: 🎓Khan Academy Calculus - https://www.khanacademy.org/math/calculus 📚Calculus for Dummies - https://amzn.to/4hF2xuH 🎓Khan Academy Linear Algebra - https://www.khanacademy.org/math/linear-algebra 📚Linear Algebra, by Bronson - https://amzn.to/3A73yM2 🎓Khan Academy Probability and Statistics - https://www.khanacademy.org/math/statistics-probability #mathematics #MachineLearning #MathForAI 📎 More Resources: ============== ✅ FREE AI ML Roadmap Self Study Plan (16-page PDF Guide) https://www.exaltitude.io/job-seekers?utm_source=youtube ✅ The FREE Ultimate ATS-Friendly Resume Checklist https://www.exaltitude.io/job-seekers?utm_source=youtube ✅ Download the FREE Job Search Keyword Toolkit in a PDF file https://www.exaltitude.io/resume-handbook?utm_source=youtube ✅ The Ultimate Resume Handbook https://www.exaltitude.io/resume-handbook?utm_source=youtube ✅ FREE Interview Prep Resources https://www.exaltitude.io/job-seekers?utm_source=youtube ✅ FREE ATS-Friendly Resume Template https://www.exaltitude.io/job-seekers?utm_source=youtube 🚀 Learn to code ======================== Learning resource - AI for Data Science: https://datacamp.pxf.io/o44Wzb Learning resource - AI for Developers: https://datacamp.pxf.io/0993mM Get certified as an AI practitioner: https://datacamp.pxf.io/6yyKAK 🎙️Other videos you might be interested in ======================== 👉https://youtu.be/8e3Yu_S28s4 👉https://youtu.be/IxwHzva9sKs 👉https://youtu.be/rYIe0aUbe14 👉https://youtu.be/kArOk8tudoM 👉https://youtu.be/t2fk26KA-30 👉https://youtu.be/b57KapzhVzs 👉https://youtu.be/NVRxfRVu9yM 👉https://youtu.be/IS2a6hkspWI 👉https://youtu.be/nznFtfgP2ks 🖥️ My SETUP ======================== LED USB Lights: https://amzn.to/3sEZf76 Comica Vimo S MI Wireless Microphone: https://amzn.to/3T6wXMs Amazon Basic Tripod: https://amzn.to/3MrbTfY The full list: https://www.amazon.com/shop/exaltitude/list/3NBYWPBJ39LA7?ref_=cm_sw_r_cp_ud_aipsflist_aipsfexaltitude_9BS9RJSNJNBXTT94GBYW_f 📣✨Connect with me ======================== 💻 LinkedIn: https://www.linkedin.com/in/jeanklee/ ✉️ NEWSLETTE: https://www.exaltitude.io/newsletter 📲 Email for business inquiries: exaltitude.info@gmail.com 📌 Website: https://www.exaltitude.io/?utm_source=youtube I give advice for navigating your engineering career journey successfully. ⏱️Timestamp: ============== 00:00 Big picture 00:39 Calculus 00:55 Derivatives 01:33 Chain Rule 02:15 Integrals 02:42 Fundamental Theorems 03:41 Linear Algebra 03:51 Matrix transformation 04:10 Vectors 05:01 Probability and Statistics 05:18 Bayes’ Theorem 05:53 Gaussian Distributions ⭐️About me ======================== Hi, I'm Jean, Founder of Exaltitude. I've been working in tech for the past 20 years as an engineer, an engineering manager, and a team builder. I was the 19th engineer at WhatsApp and worked with Facebook as an Engineering Manager for six years after the $19B acquisition. I'm excited to share the ins and outs of a Software Engineering career based on my experience as a hiring manager for top tech companies. Credits ======================== 🖼️ All images, graphics, and b-roll videos used in this video were sourced from Canva. I may earn a small commission for purchases made through affiliate links on this website. This commission comes at no additional cost to you. Your support helps me continue creating content for you.