{"product_id":"mastering-marimo-reactive-reproducible-python-notebooks-for-data-and-ai","title":"Mastering Marimo: Reactive, Reproducible Python Notebooks for Data and AI","description":"\u003cp\u003e\"Mastering Marimo: Reactive, Reproducible Python Notebooks for Data and AI\"\u003c\/p\u003e\n\u003cp\u003eFor experienced Python practitioners, data scientists, analytics engineers, and AI developers, this book offers a rigorous guide to a new notebook paradigm. *Mastering Marimo* begins where traditional notebook advice ends, showing how reactive execution, deterministic state, and Python-native notebook files reshape exploratory computing into something far more reliable, maintainable, and production-adjacent.\u003c\/p\u003e\n\u003cp\u003eAcross the book, readers learn how marimo infers dependencies, propagates change, eliminates hidden state, and supports reproducible workflows that scale beyond solo experimentation. It covers pure-Python storage, Git-friendly collaboration, IDE and refactoring workflows, testing and CI, SQL-integrated analysis, no-callback interactive interfaces, and the path from notebook to script, module, or deployable app. The result is a practical mental model for building notebooks that are trustworthy, reusable, and operationally sound.\u003c\/p\u003e\n\u003cp\u003eThe treatment assumes strong familiarity with Python and modern data or software engineering practice. Rather than simplifying concepts, it focuses on architecture, trade-offs, migration from Jupyter, environment reproducibility, and project patterns for long-lived data and AI systems. Readers will come away able to design marimo notebooks as first-class software artifacts, not disposable exploratory documents.\u003c\/p\u003e","brand":"None","offers":[{"title":"Kobo eBook","offer_id":46841338953938,"sku":"d186cae2-d8bc-3720-adef-b2830ccb0ef5","price":9.74,"currency_code":"CAD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0655\/8980\/5233\/files\/image_9900af57-b92a-4995-9af3-bdc0249d41e1.jpg?v=1781118226","url":"https:\/\/www.indigo.ca\/products\/mastering-marimo-reactive-reproducible-python-notebooks-for-data-and-ai","provider":"Indigo","version":"1.0","type":"link"}