Path to Becoming an AI/ML Engineer ๐
Learn the essential steps to start your AI or ML engineering journey, even without prior experience. Build your math and technical foundation!

Jean Lee
7.7K views โข Nov 6, 2024

About this video
Build your foundation in AI or Machine Learning Engineer, even if you have no prior experience!
๐ Step 1: Math Foundations
To succeed in AI and ML, youโll need a solid grasp of math. Focus on these three areas:
- Calculus
- Linear Algebra
- Statistics
๐ป Step 2: Programming Skills
Once your math skills are solid, dive into Python, the most popular language for AI development! Learn core libraries like NumPy, Pandas, and TensorFlow to get a head start.
๐ค Step 3: Choosing Your Path โ AI vs. ML
Do you want to become an AI Engineer or a Machine Learning Engineer? Hereโs the difference:
- AI Engineering covers a broad range of foundational tools, including Constraint Satisfaction, Markov Decision Processes, Games, Factor Graphs, and Logic.
- Machine Learning Engineering focuses on concepts like Supervised and Unsupervised Learning, Large Language Models, and Reinforcement Learning.
Watch the full video for links to free resources and a detailed breakdown ๐ https://youtu.be/b57KapzhVzs
Download the FREE 15-page EXA AI Roadmap, including links to free courses and step by step plan. ๐
https://www.exaltitude.io/job-seekers?utm_source=youtube
๐ Resources:
==============
โ The FREE Ultimate ATS-Friendly Resume Checklist
https://www.exaltitude.io/job-seekers?utm_source=youtube
โ Download the FREE Job Search Keyword Toolkit in a PDF file
https://www.exaltitude.io/resume-handbook?utm_source=youtube
โ The Ultimate Resume Handbook
https://www.exaltitude.io/resume-handbook?utm_source=youtube
โ FREE Interview Prep Resources
https://www.exaltitude.io/job-seekers?utm_source=youtube
โ FREE ATS-Friendly Resume Template
https://www.exaltitude.io/job-seekers?utm_source=youtube
๐๏ธOther videos you might be interested in
========================
๐Resume Hack (from Big Tech Hiring Manager)
https://youtu.be/_MT4SgfQ8QY
๐Forget Coding Projects: This is How You Get Hired
https://youtu.be/i-NbPi4x_ao
๐Software/AI Engineering Career Paths and Top Key Skills
https://youtu.be/nwjZ_7Ll3ko
๐How to actually learn AI/ML: Reading Research Papers
https://youtu.be/x6slke5niqw
๐Don't Be a Tutorial Zombie: Learn AI the Right Way
https://youtu.be/c0w286I9PVg
๐ฅ๏ธ 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
๐ฃโจConnect with me
========================
๐ป LinkedIn: https://www.linkedin.com/in/jeanklee/
โ๏ธ NEWSLETTE: https://www.exaltitude.io/newsletter
๐ฒ Email for business inquiries: exaltitude.info@gmail.com
๐ Website: https://www.exaltitude.io/?utm_source=youtube
I give advice for navigating your engineering career journey successfully.
โญ๏ธAbout 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
========================
๐ผ๏ธ 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.
๐ Step 1: Math Foundations
To succeed in AI and ML, youโll need a solid grasp of math. Focus on these three areas:
- Calculus
- Linear Algebra
- Statistics
๐ป Step 2: Programming Skills
Once your math skills are solid, dive into Python, the most popular language for AI development! Learn core libraries like NumPy, Pandas, and TensorFlow to get a head start.
๐ค Step 3: Choosing Your Path โ AI vs. ML
Do you want to become an AI Engineer or a Machine Learning Engineer? Hereโs the difference:
- AI Engineering covers a broad range of foundational tools, including Constraint Satisfaction, Markov Decision Processes, Games, Factor Graphs, and Logic.
- Machine Learning Engineering focuses on concepts like Supervised and Unsupervised Learning, Large Language Models, and Reinforcement Learning.
Watch the full video for links to free resources and a detailed breakdown ๐ https://youtu.be/b57KapzhVzs
Download the FREE 15-page EXA AI Roadmap, including links to free courses and step by step plan. ๐
https://www.exaltitude.io/job-seekers?utm_source=youtube
๐ Resources:
==============
โ The FREE Ultimate ATS-Friendly Resume Checklist
https://www.exaltitude.io/job-seekers?utm_source=youtube
โ Download the FREE Job Search Keyword Toolkit in a PDF file
https://www.exaltitude.io/resume-handbook?utm_source=youtube
โ The Ultimate Resume Handbook
https://www.exaltitude.io/resume-handbook?utm_source=youtube
โ FREE Interview Prep Resources
https://www.exaltitude.io/job-seekers?utm_source=youtube
โ FREE ATS-Friendly Resume Template
https://www.exaltitude.io/job-seekers?utm_source=youtube
๐๏ธOther videos you might be interested in
========================
๐Resume Hack (from Big Tech Hiring Manager)
https://youtu.be/_MT4SgfQ8QY
๐Forget Coding Projects: This is How You Get Hired
https://youtu.be/i-NbPi4x_ao
๐Software/AI Engineering Career Paths and Top Key Skills
https://youtu.be/nwjZ_7Ll3ko
๐How to actually learn AI/ML: Reading Research Papers
https://youtu.be/x6slke5niqw
๐Don't Be a Tutorial Zombie: Learn AI the Right Way
https://youtu.be/c0w286I9PVg
๐ฅ๏ธ 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
๐ฃโจConnect with me
========================
๐ป LinkedIn: https://www.linkedin.com/in/jeanklee/
โ๏ธ NEWSLETTE: https://www.exaltitude.io/newsletter
๐ฒ Email for business inquiries: exaltitude.info@gmail.com
๐ Website: https://www.exaltitude.io/?utm_source=youtube
I give advice for navigating your engineering career journey successfully.
โญ๏ธAbout 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
========================
๐ผ๏ธ 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.
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Video Information
Views
7.7K
Likes
343
Duration
0:47
Published
Nov 6, 2024
User Reviews
4.6
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