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Software Engineering for Data Scientists: From Notebooks to Scalable Systems

Nelson, Catherine

Published by Oreilly & Associates Inc, 2024

ISBN 10: 1098136209 ISBN 13: 9781098136208

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Condition: New. Brand New! Not Overstocks or Low Quality Book Club Editions! Direct From the Publisher! We're not a giant, faceless warehouse organization! We're a small town bookstore that loves books and loves it's customers! Buy from Lakeside Books! Seller Inventory # OTF-S-9781098136208

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Software Engineering for Data Scientists: From Notebooks to Scalable Systems

Nelson, Catherine

Published by O'Reilly Media, 2024

ISBN 10: 1098136209 ISBN 13: 9781098136208

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Software Engineering for Data Scientists

Catherine Nelson

Published by O'Reilly Media, 2024

ISBN 10: 1098136209 ISBN 13: 9781098136208

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Software Engineering for Data Scientists (Paperback)

Catherine Nelson

Published by O'Reilly Media, Sebastopol, 2024

ISBN 10: 1098136209 ISBN 13: 9781098136208

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Paperback. Condition: new. Paperback. 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 programming Clearly and skillfully document your code Package and share your code Integrate data science code with a larger code base Learn how to write APIs Create secure code Apply best practices to common tasks such as testing, error handling, and logging Work more effectively with software engineers Write more efficient, maintainable, and robust code in Python Put your data science projects into production And more This practical book bridges the gap between data science and software engineering, clearly explaining how to apply the best practices from software engineering to data science. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781098136208

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