Get Your Python Foundation Down
Before you tackle any machine learning wizardry, make sure you’re solid on core Python (variables, functions, OOP) and data wrangling with pandas and NumPy. Check out beginner-friendly Datacamp tracks (with 25% off via the creator’s link) to practice interactively and pick up key software-engineering tools like Git and testing frameworks.
Level Up to ML and Beyond
Once the basics click, you can optionally brush up on the math, explore ML foundations, dive into deep learning, and even experiment with LLMs. The video’s timestamps let you jump straight to what you need, and if you want extra accountability, the DevLaunch mentorship program offers hands-on project guidance and job-landing strategies.
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