AI Engineer Roadmap: Essential Steps



How to Become an AI or Machine Learning Engineer (Even if You Have No Prior Experience)
Let’s talk about building a strong foundation in math to diving into AI concepts.
For Math, you’ll need Calculus, Linear Algebra, Probability and Statistics.
For Programming Fundamentals, master Data Structures and Algorithms & Python.
Once you’re comfortable, dive into Python libraries like NumPy, TensorFlow and PyTorch and Pandas.
If you’re serious about becoming an AI or Machine Learning Engineer, I encourage you to watch the full video. I’ll provide you with all the information and resources you need to succeed.
See you there!

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

Watch the full video here 👉 https://youtu.be/b57KapzhVzs

📎 Resources:
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✅ 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
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👉Resume Hack (from Big Tech Hiring Manager)

👉Forget Coding Projects: This is How You Get Hired

👉Software/AI Engineering Career Paths and Top Key Skills

👉How to actually learn AI/ML: Reading Research Papers

👉Don’t Be a Tutorial Zombie: Learn AI the Right Way

🖥️ My SETUP
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📣✨Connect with me
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💻 LinkedIn: https://www.linkedin.com/in/jeanklee/
✉️ NEWSLETTE: 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
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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
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🖼️ 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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