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LEARNING PATH · ADVANCED

New Grad → ML Engineer (No Experience)

Launch your AI career from zero experience

A 12–24 month intensive path for new grads with no industry experience. Build CS fundamentals, master Python, learn ML rigorously, and land your first ML role.

12–24 months
20 hrs/week
2 tracks
$120,000–$155,000
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TARGET ROLE

Junior ML Engineer, Machine Learning Engineer

SALARY RANGE

$120,000–$155,000

DIFFICULTY

Advanced

WHAT'S INCLUDED

Tracks in This Path

This path combines 2 curated learning tracks, sequenced to build on each other.

01

Tech Professional

CS fundamentals and ML from scratch

02

AI Power User

Advanced ML and deep learning

LEARNING OUTCOMES

What You'll Be Able To Do

By the end of this path, you'll have concrete, job-ready skills.

Master computer science fundamentals (algorithms, data structures, complexity)

Become fluent in Python for data science and ML

Learn linear algebra, calculus, and statistics for ML

Build 5+ ML projects from scratch with clean code

Understand deep learning and modern neural networks

Contribute to open source ML projects

Land a junior ML engineer role at a top company

FAQ

Common Questions

Is 12–24 months realistic for landing a job?+
Yes. Many new grads land junior roles in 12–18 months with dedication. The path includes portfolio projects that employers value.
Do I need a CS degree?+
A degree helps but isn't required if you build a strong portfolio. This path prepares you as rigorously as a degree.
Is 20 hours per week sustainable?+
It's intensive but very focused. Structure it as full-time learning with internships or project-based work to stay motivated.

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Ready to start this path?

Take our 2-minute quiz to confirm this is the right path for you — or dive straight in.

Take the Quiz FirstStart Track 1

Last updated: 2026-03-07