Tech With Tim: Python Skills You NEED Before Machine Learning

Here’s a quick rundown of the video’s roadmap: start with core Python fundamentals—variables, control flow and functions—then level up with data handling (think Pandas and NumPy), interactive notebooks, version control and testing. There’s an optional math refresher before diving into machine learning foundations, deep learning basics, real-world ML workflows and even a bonus on LLMs.

They also share two beginner-friendly DataCamp tracks (with a 25% off link) and pitch DevLaunch, a mentorship program for hands-on projects, accountability and portfolio building—no fluff, just real strategies to land that ML role.

Watch on YouTube