🧠 Let Notion Agent do your work for you at → https://ntn.so/jeanagent
Want to break into AI and machine learning but feel overwhelmed by the math requirements? Let’s break down exactly what math you actually need for an AI career and what you can safely skip. Whether you’re aiming to become an AI engineer or a machine learning engineer, I’ll show you the exact roadmap for learning calculus, linear algebra, and statistics that actually matter for artificial intelligence work.
Discover why the math for machine learning isn’t as intimidating as it seems, and learn study strategies that connect abstract mathematical concepts to real AI applications like neural networks, gradient descent, and backpropagation. I cover everything from basic prerequisites to advanced topics. This AI tutorial is perfect for beginners switching into tech careers, computer science students, or anyone looking to understand the mathematical foundations behind machine learning algorithms.
The video includes specific recommendations for calculus courses, linear algebra resources, and statistics training. You can get the full roadmap on my website
👉 FREE AI ML Roadmap Self-Study Plan (16-page PDF Guide) https://www.exaltitude.io/job-seekers?utm_source=youtubehttps://www.exaltitude.io/job-seekers
📎 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
🚀 Learn to code
========================
Machine Learning Bootcamp: https://links.zerotomastery.io/MLBootcamp_Exaltitude
TensorFlow for Deep Learning: https://links.zerotomastery.io/Tensorflow_Exaltitude
PyTorch for Deep Learning: https://links.zerotomastery.io/PyTorch_Exaltitude
Machine Learning Career Path: https://links.zerotomastery.io/MLcareerpath_Exaltitude
Career Path Quiz: https://links.zerotomastery.io/CPQuiz_Exaltitude
All Courses: https://links.zerotomastery.io/Courses_Exaltitude
🎙️Other videos you might be interested in
========================
Is AI The End of Software Engineers? Future of AGI
👉https://youtu.be/vFxyrCplh7g
AI, Machine Learning, Data Science: Which is the Better Career
👉https://youtu.be/dadXZ7rrSfE
The Tech Job Market Divide: WTF is Happening?
👉https://youtu.be/X1XMnG_31YM
The Highest Paying Jobs In The Age of AI According To AI
👉https://youtu.be/UNmxiIGoyFs
This Is How You Actually Learn AI and Machine learning
👉https://youtu.be/Ph0_n418PCM
Is Chat Bot AI Therapy a Horrible Idea?
👉https://youtu.be/4vHPpAJ_k9s
AI Explained for Rookies
👉https://youtu.be/TK4mPNaKggo
This is The Hottest Job in Tech No One Told You About
👉https://youtu.be/9XG7Mb0rehs
🖥️ My SETUP
========================
Sony Alpha 6700: https://amzn.to/4iccaSj
18-50mm F2.8 DC DN Sony Lense: https://amzn.to/3XwDti1
AMBITFUL 19.6″/50cm Mini SE Softbox https://amzn.to/3FXVSOw
Godox SL60IIBi SL60II-Bi LED Video Lights https://amzn.to/4hQzljY
Zoom F3 2-input Field Recorder https://amzn.to/43XSz3V
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/
✉️ Newsletter: https://www.exaltitude.io/newsletter
📲 Email for business inquiries: [email protected]
📌 Website: https://www.exaltitude.io/?utm_source=youtube
I give advice for navigating your engineering career journey successfully.
⭐️About me
========================
I’m Jean—an ex-WhatsApp early engineer and Meta manager with over 20 years in tech. I was an early engineer at WhatsApp before its $19B acquisition by Meta, then led engineering teams at Meta, where I experienced firsthand how technology evolves and shapes the world.
Now, I’m on a mission to break down how AI is changing our careers, industries, and the future of work. AI will transform how we work, learn, and live, and many are overwhelmed by what this means—especially those without access or context.
No hype. No jargon. Just real-world insights for navigating AI and what’s next.
⏱️Timestamp:
==============
00:15 Math for ML/AI
00:27 Who needs math?
01:15 Study tips
01:45 Study tools
03:19 The order to study
04:33 Calculus & resources
06:08 Linear Algebra & resources
07:24 Statistics & resources
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.
source