{"product_id":"python-tools-for-scientists-an-introduction-to-using-anaconda-jupyterlab-and-pythons-scientific-libraries-paperback","title":"Python Tools for Scientists: An Introduction to Using Anaconda, Jupyterlab, and Python's Scientific Libraries - Paperback","description":"\u003cp\u003eby \u003cb\u003eLee Vaughan\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAn 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 collaboration.\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003ci\u003ePython Tools for Scientists\u003c\/i\u003e 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 data. \u003cp\u003e\u003c\/p\u003eOnce 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 algorithms. \u003cp\u003e\u003c\/p\u003eYou'll also learn how to: \u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eCreate isolated projects in virtual environments, build interactive notebooks, test code in the Qt console, and use Spyder's interactive development features\u003c\/li\u003e\n\u003cli\u003eUse Python's built-in data types, write custom functions and classes, and document your code\u003c\/li\u003e\n\u003cli\u003eRepresent data with the essential NumPy, Matplotlib, and pandas libraries\u003c\/li\u003e\n\u003cli\u003eUse Python plotting libraries like Plotly, HoloViews, and Datashader to handle large datasets and create 3D visualizations\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003eRegardless of your scientific field, \u003ci\u003ePython Tools for Scientists\u003c\/i\u003e will show you how to choose the best tools to meet your research and computational analysis needs.\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003cb\u003eLee Vaughan\u003c\/b\u003e is a programmer, pop culture enthusiast, educator, and author of \u003ci\u003eImpractical Python Projects\u003c\/i\u003e and \u003ci\u003eReal-World Python\u003c\/i\u003e (No Starch Press). As a former executive-level scientist at ExxonMobil, he spent decades constructing and reviewing complex computer models, developed and tested software, and trained geoscientists and engineers.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 744\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 1.5 x 9.13 x 6.93 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e January 17, 2023\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":51765740273952,"sku":"9781718502666","price":49.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0974\/9764\/5344\/files\/f2e37eddd525568c985d315ba3b89953.webp?v=1780278517","url":"https:\/\/ebocreations.com\/products\/python-tools-for-scientists-an-introduction-to-using-anaconda-jupyterlab-and-pythons-scientific-libraries-paperback","provider":"The E-Book Oasis LLC","version":"1.0","type":"link"}