Python Short Course

In the first module, we will go over the basics of coding and Python. We will explore the tools used in programming and the vocabulary and notions that developers use every day.

Learning Outcomes: Get familiar with Python syntax and key concepts, like variables, functions, data types, and conditions. By the end of the module, you'll be able to do common Python operations.

One of the key aspects of programming, is that it can help us automate repetitive tasks or perform actions on a bulk of data. In this module we will explore the core concepts of loops and data structures, which allow us to do just that.

Learning Outcome: Understand how loops and lists are used, how to work with Python docs and built-in functions, and build your own game!

Python is great in dealing with various data structures, and we need different kinds of structures for different use cases, as well as better ways of storing information.

Learning Outcome: Understand structures like dictionaries and tuples, work on more advanced programs like a currency converter, and code your own shopping cart.

One of the successes of Python is its' community of developers and existing tooling. Taking advantage of this ecosystem is an important skill to have for anyone who wants to build things or improve tasks with Python.

Learning Outcome: Learn to source and use libraries for a variety of cases - from working with dates and times, to fetching real data from the web and permanently storing it on your computer.

Python is very powerful and offers nearly unlimited possibilities to analyze your data. Many of the basic Python libraries or extensions, including libraries like  Pandas enable us to perform complex tasks with just a few lines of code. In this bonus module we will introduce how you can extend your skills to work better with data.

Learning Outcomes: Learn to make basic analysis with libraries like NumPy and Pandas, as well as visualize your findings in Jupyter Notebooks.