Software Engineering for Data Scientists: From Notebooks to Scalable Systems (Grayscale Indian Edition)

Price: ₹1,700.00
(as of Jul 02, 2026 16:53:23 UTC – Details)

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Data science happens in code. The ability to write reproducible, robust, scaleable code is key to a data science project’s success—and is absolutely essential for those working with production code. This practical book bridges the gap between data science and software engineering, and clearly explains how to apply the best practices from software engineering to data science.

Examples are provided in Python, drawn from popular packages such as NumPy and pandas. If you want to write better data science code, this guide covers the essential topics that are often missing from introductory data science or coding classes, including how to:

Understand data structures and object-oriented programmingClearly and skillfully document your codePackage and share your codeIntegrate data science code with a larger code baseLearn how to write APIsCreate secure codeApply best practices to common tasks such as testing, error handling, and loggingWork more effectively with software engineersWrite more efficient, maintainable, and robust code in PythonPut your data science projects into productionAnd more

Publisher ‏ : ‎ Shroff/O’Reilly
Publication date ‏ : ‎ 28 April 2024
Edition ‏ : ‎ First Edition
Print length ‏ : ‎ 260 pages
ISBN-10 ‏ : ‎ 9355425007
ISBN-13 ‏ : ‎ 978-9355425003
Reading age ‏ : ‎ 10 years and up
Item Weight ‏ : ‎ 400 g
Dimensions ‏ : ‎ 22.86 x 17.78 x 1.27 cm
Country of Origin ‏ : ‎ India
Net Quantity ‏ : ‎ 400.00 Grams
Packer ‏ : ‎ Shroff Publishers & Distributors Pvt. Ltd., B-103, First Floor, Railway Commercial Complex, Sector 3, Sanpada (E), Navi Mumbai 400705, WhatsApp> +917304487700, email: info@shroffpublishers.com
Best Sellers Rank: #187,396 in Books (See Top 100 in Books) #252 in Software Design & Engineering #4,069 in Computers & Internet
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