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Deprecated: Creation of dynamic property Smarty_Internal_Template::$compiled is deprecated in /home/gathering/smarty421/sysplugins/smarty_internal_template.php on line 719 Software Engineering for Data Scientists From Notebooks to Scalable Systems Torrent - Toros
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Software Engineering For Data Scientists - From Notebooks To Scalable Systems
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[ DevCourseWeb.com ] Software Engineering for Data Scientists: From Notebooks to Scalable Systems
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English | May 28th, 2024 | ISBN: 1098136209 | 400 pages | True EPUB | 5.22 MB
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
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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...
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FILE LIST
Filename
Size
Filetype
Software Engineering for Data Scientists - From Notebooks to Scalable Systems
5.2 MB
Folder
~Get Your Files Here !/Bonus Resources.txt
386 B
Text File
~Get Your Files Here !/SoftwareEngineeringforDataScientists-CatherineNelson.epub
5.2 MB
eBook File
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