
Roadmap to Becoming an AI or ML Engineer!
Build your foundation in AI or Machine Learning Engineer, even if you have no prior experience!
🔍 Step 1: Math Foundations
To succeed in AI and ML, you’ll need a solid grasp of math. Focus on these three areas:
Calculus
Linear Algebra
Statistics
💻 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.
🤖 Step 3: Choosing Your Path – AI vs. ML
Do you want to become an AI Engineer or a Machine Learning Engineer? Here’s 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 👉 • AI Career Opportunities: Picking the ...
Download the FREE 15-page EXA AI Roadmap, including links to free courses and step by step plan. 👉
https://www.exaltitude.io/job-seekers...
📎 Resources:
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✅ The FREE Ultimate ATS-Friendly Resume Checklist
https://www.exaltitude.io/job-seekers...
✅ Download the FREE Job Search Keyword Toolkit in a PDF file
https://www.exaltitude.io/resume-hand...
✅ The Ultimate Resume Handbook
https://www.exaltitude.io/resume-hand...
✅ FREE Interview Prep Resources
https://www.exaltitude.io/job-seekers...
✅ FREE ATS-Friendly Resume Template
https://www.exaltitude.io/job-seekers...
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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.
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