Math Basics required for AI & Machine Learning

🌟 Are you a software engineer looking to break into AI engineering or Machine Learning Engineering but feeling uncertain about the math you need? Let’s discuss the essential math foundations you need to succeed as an AI engineer or ML engineer. 🔢 Here are the three key areas you should focus on: Calculus: Learn about derivatives, integrals, and fundamental theorems. I recommend Khan Academy for free courses. Linear Algebra: Master matrix operations, vector spaces, and linear transformations. Check out MIT OpenCourseWare for a comprehensive introduction. Probability and Statistics: Mathematics for Machine Learning and Data Science Specialization on Coursera is a great free resource. 💻 Don’t let math scare you! It’s simply a tool to help you understand how machines learn. Watch the full video for links to free resources, and start building that math foundation today! Download the FREE 15-page EXA AI Roadmap, including links to free courses and step by step plan. 👉 https://www.exaltitude.io/job-seekers?utm_source=youtube 📎 Resources: ============== ✅ 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 🎙️Other videos you might be interested in ======================== 👉Resume Hack (from Big Tech Hiring Manager) https://youtu.be/_MT4SgfQ8QY 👉Forget Coding Projects: This is How You Get Hired https://youtu.be/i-NbPi4x_ao 👉Software/AI Engineering Career Paths and Top Key Skills https://youtu.be/nwjZ_7Ll3ko 👉How to actually learn AI/ML: Reading Research Papers https://youtu.be/x6slke5niqw 👉Don't Be a Tutorial Zombie: Learn AI the Right Way https://youtu.be/c0w286I9PVg 🖥️ My SETUP ======================== Standing Desk: https://amzn.to/3T4dmxc 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. ⭐️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.