Python Tools for Scientists: An Introduction to Using Anaconda, JupyterLab, and Python’s Scientific Libraries

Book 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 collaboration.

Doing Science with Python introduces readers to the most popular coding tools for scientific research, such as Anaconda, Spyder, Jupyter Notebooks, and JupyterLab, as well as dozens of important Python libraries for working with data, including NumPy, matplotlib, and pandas. No prior programming experience is required! You’ll be guided through setting up a professional coding environment, then get a crash course on programming with Python, and explore the many tools and libraries ideal for working with data, designing visualizations, simulating natural events, and more. In the book’s applied projects, you’ll use these tools to write programs that perform tasks like counting tree rings, creating an interactive science slideshow, and simulating the foraging patterns of animals.

中文：

书名：为科学家提供的Python工具：使用蟒蛇、JupyterLab和Pythons的科学图书馆简介

介绍了适用于科学家、工程师、学生和任何希望使用Python进行研究、模拟和协作的人员的Python编程语言及其最流行的工具。

用Python做科学 向读者介绍最流行的科学研究编码工具，如Anaconda、Spyder、Jupyter笔记本和JupyterLab，以及数十个用于处理数据的重要Python库，包括NumPy、matplotlib和Pandas。不需要事先的编程经验！您将在指导下完成专业编码环境的设置，然后参加有关使用Python编程的速成课程，并探索用于处理数据、设计可视化、模拟自然事件等的许多理想工具和库。在这本书的应用项目中，你将使用这些工具编写程序，执行数树轮、创建交互式科学幻灯片和模拟动物觅食模式等任务。