Title:
Python tools for scientists : an introduction to using Anaconda, Jupyterlab, and Python's scientific libraries
Author:
Summary:
"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 collaboration."-- Provided by publisher
General Note:
Includes index.
Contents:
Part 1. Setting up your scientific coding environment. Installing and launching Anaconda ; Keeping organized with Conda environments ; Simple scripting in the Jupyter Qt console ; Serious scripting with Spyder ; Jupyter notebook : an interactive journal for computational research ; JupyterLab : your center for science -- Part 2. A Python primer. Integers, floats, and strings ; Variables ; The container data types ; Flow control ; Functions and modules ; Files and folders ; Object-oriented programming ; Documenting your work -- Part 3. The Anaconda ecosystem. The scientific libraries ; The InfoVis, SciVis, and dashboarding libraries ; The GeoVis libraries -- Part 4. The essential libraries. NumPy : numerical Python ; Demystifying Matplotlib ; pandas, seaborn, and scikit-learn ; Managing dates and times with Python and pandas.
Physical Description:
xxxi, 709 pages : illustrations ; 24 cm
Genre:
Publisher:
No Starch Press,
Publication Date:
2023
ISBN:
9781718502666
Publication Information:
San Francisco : No Starch Press, [2023]
Call Number:
005.13 VAUGHAN