by Johnny Wei-Bing Lin; Hannah Aizenman; Erin Manette Cartas Espinel; Kim Gunnerson; Joanne Liu
Python is one of the most popular
programming languages, widely used for data analysis and modelling, and
is fast becoming the leading choice for scientists and engineers.
Unlike other textbooks introducing Python, typically organised by
language syntax, this book uses many examples from across Biology,
Chemistry, Physics, Earth science, and Engineering to teach and
motivate students in science and engineering. The text is organised by
the tasks and workflows students undertake day-to-day, helping them see
the connections between programming tools and their disciplines. The
pace of study is carefully developed for complete beginners, and a
spiral pedagogy is used so concepts are introduced across multiple
chapters, allowing readers to engage with topics more than once. “Try
This!” exercises and online Jupyter notebooks encourage students to
test their new knowledge, and further develop their programming skills.
Online solutions are available for instructors, alongside
discipline-specific homework problems across the sciences and
engineering.