This quick guide walks you through the exact Python chops you need before you even touch a machine-learning model — from mastering core syntax and data wrangling to getting comfy with interactive learning platforms and essential software-engineering tools. You’ll also get an optional math refresher before diving into ML foundations, deep-learning essentials, real-world workflows and even a bonus look at LLMs, all paced with handy timestamps so you can jump right to what you need.
Along the way, you’ll find two beginner-friendly DataCamp tracks (plus an exclusive 25% off link) and an invite to DevLaunch, a mentorship program that turns tutorials into real projects and job offers. Perfect if you want accountability, proven strategies and hands-on guidance to actually land that tech role.
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