Download the fantastic book titled Data Science The Hard Parts written by Daniel Vaughan, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Data Science The Hard Parts", which was released on 01 November 2023. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.
Summary of Data Science The Hard Parts by Daniel Vaughan PDF
This 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. Taken 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. With this book, you will: Understand how data science creates value Deliver compelling narratives to sell your data science project Build a business case using unit economics principles Create new features for a ML model using storytelling Learn how to decompose KPIs Perform growth decompositions to find root causes for changes in a metric Daniel Vaughan is head of data at Clip, the leading paytech company in Mexico. He's the author of Analytical Skills for AI and Data Science (O'Reilly).
Detail About Data Science The Hard Parts PDF
- Author : Daniel Vaughan
- Publisher : "O'Reilly Media, Inc."
- Genre : Computers
- Total Pages : 257 pages
- ISBN : 1098146441
- Release Date : 01 November 2023
- PDF File Size : 16,9 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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