Beginning with general programming concepts such as loops and functions within the core Python language, and moving onto the NumPy, SciPy and Matplotlib libraries for numerical programming and data visualisation, this textbook also discusses the use of Python to build rich-media, shareable documents ...
Description: This document is a syllabus for a first course in Python programming. This course contains an introduction to the Python language, instruction in the important and commonly used features of the language, and practical exercises in the use of those features. Home page url Download or ...
Functional Programming in Python (email address requested, not required) https://www.oreilly.com/programming/free/functional-programming-python.csp Fundamentals of Python Programming – Richard L. Halterman (Python 3, PDF) http://python.cs.southern.edu/pythonbook/pythonbook.pdf Google’s Python Sty...
Look Ma, No for Loops: Array Programming With NumPy NumPy arange(): How to Use np.arange() MATLAB vs. Python: An Overview of Basic Array Operations In this tutorial, you’ll learn about the SciPy library, one of the core components of the SciPy ecosystem. The SciPy library is the fund...
Introduction to Computer Science and Programming Using Python[13]:一门非常好的课程,在国外 reddit 的 python 社区上得到很多人的推荐 进阶开发者 The Hitchhiker’s Guide to Python[14]: python 中非常常用的requests 库的作者编写的一本书,综合介绍了 python 的整个生态系统和最佳实践。 Peter Norvig’s Pyt...
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Computer programming courses are an essential aspect of STEM education that comes with many challenges. Students struggle to master the fundamentals of programming, which results in low pass rates and engagement. The usage of gamification in programming
The focus is specifically on Python programming, libraries, and tools as opposed to data analysis methodology. This is the Python programming you need for data analysis. You'll learn the latest versions of pandas, NumPy, and Jupyter in the process. Julia Data Science (Jose Storopoli, et al...
C6C63This paper is the last one of a series of 9 lecture notes in Algorithmic and Advanced Programming in Python that are part of the Syllabus of Dauphine PSL's MastBenhamou, EricBelmonte, RemySocial Science Electronic Publishing
As the core and foundation of artificial intelligence, knowledge graph provides new power to smart education. With the popularization and low age of learning programming languages, building knowledge graphs for them is especially crucial for learning thi