Transform your Excel expertise into AI engineering skills. As an Excel power user, you already possess the analytical mindset that makes great AI engineers, you think in data flows, understand conditional logic, and know how to structure information for analysis. This learning path bridges the gap between spreadsheet mastery and AI system development. Your experience with complex formulas translates directly to programming concepts: IF statements become conditionals, VLOOKUP becomes database queries, and nested formulas become functions. Data manipulation skills you've built with pivot tables and Power Query form the foundation for data preprocessing in AI pipelines. The path starts with Python fundamentals, taught through the lens of Excel operations you already know. You'll learn to automate tasks that would take hours in Excel, process datasets too large for spreadsheets, and eventually build AI systems that can analyze and generate insights from data at scale. The 8-12 month timeline accounts for building programming fundamentals from scratch while leveraging your existing analytical strengths. By the end, you'll have transitioned from creating reports to building the AI systems that generate them. Timeline: 8-12 months.
Skills You'll Build
Skills You'll Build
Skills You'll Build
Skills You'll Build
Skills You'll Build
Skills You'll Build
Skills You'll Build
Skills You'll Build