Python Tools for Scientists: An Introduction to Using Anaconda, JupyterLab, and

$38.88

Python Tools for Scientists by Lee Vaughan

Estimated delivery 3-12 business days

Format Paperback

Condition Brand New

Description "An introduction to coding tools for scientific research, such as Anaconda, Spyder, Jupyter Notebooks, and JupyterLab. You'll tour the many tools and libraries available for working with data and complete projects like counting tree rings, creating an interactive science slideshow, and simulating the foraging patterns of animals"--

Publisher Description

An introduction to the Python programming language and its most popular tools for scientists, engineers, students, and anyone who wants to use Python for research, simulations, and Tools for Scientists will introduce you to Python tools you can use in your scientific research, including Anaconda, Spyder, Jupyter Notebooks, JupyterLab, and numerous Python libraries. You'll learn to use Python for tasks such as creating visualizations, representing geospatial information, simulating natural events, and manipulating numerical you've built an optimal programming environment with Anaconda, you'll learn how to organize your projects and use interpreters, text editors, notebooks, and development environments to work with your code. Following the book's fast-paced Python primer, you'll tour a range of scientific tools and libraries like scikit-learn and seaborn that you can use to manipulate and visualize your data, or analyze it with machine learning 'll also learn how to-Create isolated projects in virtual environments, build interactive notebooks, test code in the Qt console, and use Spyder's interactive development featuresUse Python's built-in data types, write custom functions and classes, and document your codeRepresent data with the essential NumPy, Matplotlib, and pandas librariesUse Python plotting libraries like Plotly, HoloViews, and Datashader to handle large datasets and create 3D visualizationsRegardless of your scientific field, Python Tools for Scientists will show you how to choose the best tools to meet your research and computational analysis needs.

Details

ISBN 1718502664
ISBN-13 9781718502666
Title Python Tools for Scientists
Author Lee Vaughan
Format Paperback
Year 2023
Pages 744
Publisher No Starch Press,US

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