The SciPy Stack can be used to process, manipulate, and visualize data using Python, but using the stack correctly can be a tricky proposition. In this book, authors L. Felipe Martins, Ruben Oliva Ramos and V Kishore Ayyadevara provide the right techniques so you can use SciPy to perform different data science tasks with ease with hands-on recipes for using the different components of the SciPy Stack such as NumPy, SciPy, matplotlib, and pandas.
Author: L. Felipe Martins, Ruben Oliva Ramos and V Kishore Ayyadevara Publisher: Packt Publishing Date: Dec 2017 Pages: 386 ISBN: 978-1788291460 Print: 1788291468 Kindle: B073TVYLCZ Audience: Python developers interested in data analysis Level: intermediate Category: Data Science
- Get a solid foundation in scientific computing using Python
- Master common tasks related to SciPy and associated libraries such as NumPy, pandas, and matplotlib
- Perform mathematical operations such as linear algebra and work with the statistical and probability functions in SciPy
- Master advanced computing such as Discrete Fourier Transform and K-means with the SciPy Stack
- Implement data wrangling tasks efficiently using pandas
- Visualize your data through various graphs and charts using matplotlib
For recommendations of Python books see Books for Pythonistas and Python Books For Beginners in our Programmer's Bookshelf section.
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The Reign of Botnets (Wiley)
Author: David Sénécal Publisher: Wiley Date: July 2024 Pages: 356 ISBN: 978-1394262410 Print: 1394262418 Kindle: B0D1CJR212 Audience: General Rating: 5 Reviewer: Kay Ewbank
This book is subtitled 'Defending against Abuses, Bots and Fraud on the Internet', which is a big and important topic.
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Python All-in-One, 3rd Ed (For Dummies)
Authors: John Shovic and Alan Simpson Publisher: For Dummies Date: April 2024 Pages: 720 ISBN: 978-1394236152 Print: 1394236158 Kindle: B0CW1C834N Audience: People wanting to learn Python Rating: 2 Reviewer: Mike James All-in-one refers to the fact that this is seven books put together - why?
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