TL;DR

This video breaks down a clear Python roadmap for aspiring ML engineers, covering everything from core syntax and data handling to software-engineering tools, optional math refreshers, and a deep dive into machine-learning foundations, deep learning, real-world ML workflows, and even LLMs—all topped off with tips on building standout projects and portfolios.

Along the way, you’ll get links to two beginner-friendly DataCamp tracks (with an exclusive 25% off), plus a peek at DevLaunch’s hands-on mentorship program that helps you go beyond tutorials and land real jobs.

Python #MachineLearning #SoftwareEngineer

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