Here’s a quick rundown: this video lays out the ultimate Python roadmap for anyone gearing up for machine learning, from mastering core syntax and data handling to exploring math basics (optional), software engineering tools, and interactive learning resources. It then dives into ML foundations, deep learning, real-world project tips and even a bonus intro to LLMs—complete with handy timestamps to jump right to what you need.
Along the way, you’ll get links to beginner-friendly DataCamp tracks (with a 25% off code), plus a peek at DevLaunch’s mentorship program if you’re craving guided, project-based learning to level up your portfolio. Perfect for getting job-ready in data science without wading through fluff.
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