Callysto Online Courses

Training notebooks for courses.callysto.ca

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Computational Thinking Course - Links to notebooks

Your First Jupyter notebook

Python Exercises

Exercise: Formatting text using Markdown

Exercise Python Part I

Exercise Python Part II

Exercise Python Turtles

Python Solutions

Solution: Formatting text using Markdown

Solution Python Part I

Solution Python Part II

Solution Python Turtles

Misc Notebooks

Area of a Circle

Introduction to Open Data

Data Science Course - Links to notebooks

Module: What is Data Science?

The Olympics: An introduction to manipulating data using Jupyter notebooks

Exploring Gapminder data with Jupyter Notebooks

Module: Introduction to Data Visualization using Jupyter Notebooks

Introductory data visualization

Choosing the right type of visualization for your data

Accessible colour schemes in data visualization

Resources for data visualizations (using Vancouver Open Data)

Speed and power

Higher Dimension Visualization

Module: Interpreting Data Visualization Results

Multiple visualizations

Types of correlations

Exponential growth

Population over time

Final Project Template

Final Project Wiki

Sample Projects: Stats Can Notebooks

Statistics Canada https://www.statcan.gc.ca/

Python api for Statistics Canada New Data Model (NDM) https://github.com/ianepreston/stats_can

Birth, death and marriage (1946 - 2019) (hidden code notebook)

Labour force characteristics by Indigenous group and educational attainment (2007 - 2019) (open code notebook)

Participation in outdoor activities