{"product_id":"data-science-the-hard-parts-techniques-for-excelling-at-data-science","title":"Data Science: The Hard Parts: Techniques for Excelling at Data Science","description":"\u003cp\u003eThis practical guide provides a collection of techniques and best practices that are generally overlooked in most data engineering and data science pedagogy. A common misconception is that great data scientists are experts in the \"big themes\" of the discipline--machine learning and programming. But most of the time, these tools can only take us so far. In practice, the smaller tools and skills really separate a great data scientist from a not-so-great one.\u003c\/p\u003e\n\u003cp\u003eTaken as a whole, the lessons in this book make the difference between an average data scientist candidate and a qualified data scientist working in the field. Author Daniel Vaughan has collected, extended, and used these skills to create value and train data scientists from different companies and industries.\u003c\/p\u003e\n\u003cp\u003eWith this book, you will:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand how data science creates value\u003c\/li\u003e\n\u003cli\u003eDeliver compelling narratives to sell your data science project\u003c\/li\u003e\n\u003cli\u003eBuild a business case using unit economics principles\u003c\/li\u003e\n\u003cli\u003eCreate new features for a ML model using storytelling\u003c\/li\u003e\n\u003cli\u003eLearn how to decompose KPIs\u003c\/li\u003e\n\u003cli\u003ePerform growth decompositions to find root causes for changes in a metric\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eDaniel Vaughan is head of data at Clip, the leading paytech company in Mexico. He's the author of \u003ci\u003eAnalytical Skills for AI and Data Science\u003c\/i\u003e (O'Reilly).\u003c\/p\u003e","brand":"Daniel Vaughan","offers":[{"title":"Default Title","offer_id":46048961527877,"sku":"BS-LIB-146474","price":65.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/2482\/2494\/files\/9781098146474-HD.jpg?v=1792330909","url":"https:\/\/libros787.com\/products\/data-science-the-hard-parts-techniques-for-excelling-at-data-science","provider":"Libros787.com","version":"1.0","type":"link"}