provide major takeaways from chapter 1 in 50 words
Reproducible finance prioritizes clear, readable, and reusable data workflows over complex algorithms so analysis can be easily replicated. The book explores portfolio management through three main R paradigms and data structures, aiming to build fluency across different coding styles to make financial data science collaborative and accessible to all quants.