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Tech With Tim: Python Skills You NEED Before Machine Learning

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Eager to tackle machine learning? This guide lays out a clear Python roadmap: nail core syntax and data structures, master Pandas/NumPy for data wrangling, tap into interactive learning resources, pick up essential SWE tools like Git and testing, brush up on optional math, then dive into ML foundations, deep learning, real-world ML workflows—and even explore LLMs. Each step is timestamped in the video for easy navigation.

To supercharge your journey, you get exclusive 25%-off links to beginner-friendly DataCamp tracks (Python Data Fundamentals & ML Scientist with Python) plus an invite to DevLaunch’s mentorship program for hands-on projects, real accountability, and job-landing strategies.

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