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HomeTechnology and A.I ProductsSoftware program Engineering for Knowledge Scientists: From Notebooks to Scalable Programs

Software program Engineering for Knowledge Scientists: From Notebooks to Scalable Programs


Value: $98.10 - $87.99
(as of Oct 27, 2025 23:41:08 UTC – Particulars)


Knowledge science occurs in code. The flexibility to write down reproducible, strong, scaleable code is vital to a knowledge science venture’s success—and is completely important for these working with manufacturing code. This sensible e book bridges the hole between information science and software program engineering, and clearly explains apply one of the best practices from software program engineering to information science.

Examples are supplied in Python, drawn from fashionable packages equivalent to NumPy and pandas. If you wish to write higher information science code, this information covers the important matters which might be typically lacking from introductory information science or coding courses, together with :

Perceive information constructions and object-oriented programming Clearly and assuredly doc your code Bundle and share your code Combine information science code with a bigger code base Learn to write APIs Create safe code Apply finest practices to widespread duties equivalent to testing, error dealing with, and logging Work extra successfully with software program engineers Write extra environment friendly, maintainable, and strong code in Python Put your information science tasks into manufacturing And extra

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Writer ‏ : ‎ O’Reilly Media
Publication date ‏ : ‎ Might 21 2024
Version ‏ : ‎ 1st
Language ‏ : ‎ English
Print size ‏ : ‎ 257 pages
ISBN-10 ‏ : ‎ 1098136209
ISBN-13 ‏ : ‎ 978-1098136208
Merchandise weight ‏ : ‎ 1.05 kg
Dimensions ‏ : ‎ 17.78 x 1.27 x 24.13 cm
Finest Sellers Rank: #392,348 in Books (See High 100 in Books) #129 in Knowledge Mining #133 in Pc Programs Evaluation & Design (Books) #147 in Software program Testing
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