Tech With Tim: Python Skills You NEED Before Machine Learning

Python Skills You NEED Before Machine Learning

This video lays out a clear roadmap, starting with core Python basics (data types, control flow, functions, OOP) and data handling using NumPy and pandas. You’ll also get the lowdown on must-have software engineering tools like Git, virtual environments, testing frameworks, and even a quick math refresher (linear algebra, stats) to prime your brain for ML algorithms.

From there, it dives into machine learning foundations, deep learning, and real-world ML workflows, plus a bonus look at LLMs. Wrap it all up by building standout portfolio projects. Along the way, you get curated DataCamp tracks (with a sweet discount) and a sneak peek at the DevLaunch mentorship for hands-on guidance.

Watch on YouTube