Python Skills You NEED Before Machine Learning

Get ready to level up your ML game by mastering core Python first: think syntax essentials, data handling with pandas/numpy, interactive notebooks, and solid software-engineering practices. You’ll even get an optional math refresher before diving into machine-learning fundamentals, deep learning, real-world ML projects—and a bonus look at LLMs.

Along the way you’ll find timestamps for each topic, two beginner-friendly DataCamp tracks (Python Data Fundamentals & ML Scientist with Python) plus a 25% off link, and an invite to join DevLaunch’s hands-on mentorship for real projects and career guidance.

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