Pandas Brain Teasers: Exercise Your Mind by Miki Tebeka (English) Paperback Book

Description: Pandas Brain Teasers by Miki Tebeka This book contains 25 short programs that will challenge your understanding of Pandas. Like any big project, the Pandas developers had to make some design decisions that at times seem surprising. This book uses those quirks as a teaching opportunity. By understanding the gaps in your knowledge, youll become better at what you do. FORMAT Paperback LANGUAGE English CONDITION Brand New Publisher Description This book contains 25 short programs that will challenge your understanding of Pandas. Like any big project, the Pandas developers had to make some design decisions that at times seem surprising. This book uses those quirks as a teaching opportunity. By understanding the gaps in your knowledge, youll become better at what you do. Some of the teasers are from the authors experience shipping bugs to production, and some from others doing the same. Teasers and puzzles are fun, and learning how to solve them can teach you to avoid programming mistakes and maybe even impress your colleagues and future employers.Working with data is central to nearly everything we do, from disease contact tracing and analyzing health records to smart meters that track utility consumption behavior. With the power of Pythons pandas library, you can process and analyze this data in a highly efficient and simple-to-understand way. And with 25 brain teasers designed to turn this technologys quirks into a teaching opportunity, youll be honing your data science skills while having fun at the same time.Following a simple format, youll challenge yourself and your understanding of pandas. Read a short Python program that uses pandas, try to guess the output, run the code yourself, and then go to the next page for an explanation of the solution. From common pitfalls and hidden gotchas to unexpected twists and turns, youll deepen your understanding of pandas, learn to write more efficient code, and reduce the number of bugs in the software you develop. You may even impress your colleagues and your employers, both present and future.Learn the tricks of the trade with Pythons pandas, in one of the most fun and creative ways around.What You Need:To run the code youll need Python version 3.8 or upper and Pandas version 1.0 or upper installed.We use Python version 3.8.3 and Pandas version 1.0.5; the output might change in future versions. Author Biography Miki has a passion for teaching and mentoring. He teaches many workshops on various technical subjects all over the world and also mentored many young developers on their way to success. Miki is involved in open source, has several projects of his own, and contributed to several more - including the Python project. He has been using Python for close to 25 years and Pandas for about 10. Details ISBN1680509012 Author Miki Tebeka Short Title Pandas Brain Teasers Pages 100 Language English Year 2021 ISBN-10 1680509012 ISBN-13 9781680509014 Format Paperback Subtitle Exercise Your Mind Audience Professional and Scholarly Place of Publication Raleigh Country of Publication United States Publisher Pragmatic Bookshelf Imprint Pragmatic Bookshelf Publication Date 2021-09-30 AU Release Date 2021-09-30 NZ Release Date 2021-09-30 US Release Date 2021-09-30 UK Release Date 2021-09-30 DEWEY 005.1 We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:161704135;

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