Open Educational Resources | Pao Yue-kong Library, The Hong Kong Polytechnic University

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freeCodeCamp - Data Analysis with Python

In these comprehensive video courses, created by Santiago Basulto, you will learn the whole process of data analysis. You'll be reading data from multiple sources (CSV, SQL, Excel), process that data using NumPy and Pandas, and visualize it using Matplotlib and Seaborn, Additionally, we've included a thorough Jupyter Notebook course, and a quick Python reference to refresh your programming skills.

Course related:: AMA1600 Fundamentals of AI and Data Analytics and AMA1751 Linear Algebra
Subjects:: Mathematics and Statistics and Computing
Keywords:: Computer programming Computer science Python (Computer program language)
Resource Type:: Others

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The Coding Train

Welcome to the Coding Train with Daniel Shiffman! A community dedicated to learning creative coding with beginner-friendly tutorials and projects on YouTube and more.

Subjects:: Computing
Keywords:: Coding theory Computer programming
Resource Type:: Others

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Runoob.com

菜鸟教程的 Slogan 为：学的不仅是技术，更是梦想！我们相信：再牛逼的梦想也抵不住傻逼似的坚持！我们坚持一件事情，并不是因为这样做了会有效果，而是坚信，这样做是对的。本站域名为 runoob.com, runoob 为 Running Noob 的缩写，意为：奔跑的菜鸟。本站包括了HTML、CSS、Javascript、PHP、C、Python等各种基础编程教程。同时本站中也提供了大量的在线实例，通过实例，您可以更好地学习如何建站。本站致力于推广各种编程语言技术，所有资源是完全免费的，并且会根据当前互联网的变化实时更新本站内容。

Subjects:: Computing
Keywords:: Programming languages (Electronic computers) Computer programming
Resource Type:: Others

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Interactive online coding classes for at-home learning

Learn to code, design, and more—all on your own time

Subjects:: Computing
Keywords:: Coding theory Mobile apps Computer programming
Resource Type:: Others

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GeeksforGeeks: A computer science portal for geeks

A Computer Science portal for geeks. It contains well written, well thought and well explained computer science and programming articles, quizzes and games.

Subjects:: Computing
Keywords:: Computer programming Computer science Data structures (Computer science) Programming languages (Electronic computers) Computer networks Computer algorithms
Resource Type:: Others

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Data Analysis with Python

Python can be easy to pick up whether you're a first time programmer or you're experienced with other languages. The following pages are a useful first step to get on your way writing programs with Python!

Subjects:: Computing
Keywords:: Computer programming Python (Computer program language) Information visualization Computer science
Resource Type:: Others

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Codecademy: Learn to Code for Free

Learn to Code for Free. We're here to make coding more accessible, so everyone can learn the skills they need to upgrade their careers. For example, you can learn Python, HTML, CSS, and JavaScript.

Subjects:: Computing
Keywords:: Computer programming Programming languages (Electronic computers)
Resource Type:: Others

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freeCodeCamp - Data Analysis with Python

The Coding Train

Runoob.com

Interactive online coding classes for at-home learning

GeeksforGeeks: A computer science portal for geeks

Data Analysis with Python

Codecademy: Learn to Code for Free

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