Module · Beginner
Correlation
What r measures, what it does not, and when it lies.
- 1 lesson
- 14 min
- 2 simulations
Free module
Data Analytics: Statistics & Data Visualization· Visualization
Python Data Visualization with matplotlib & seaborn
The anatomy of a matplotlib figure, statistical charts with seaborn, and interactive charts with plotly.
- Level
- Beginner
- Lessons
- 3
- Total time
- 48 min
- Simulations
- 1
Included in Data Analytics: Statistics & Data Visualization · $9
Tools you'll use
Python
pandas
NumPy
Skills
- matplotlib
- seaborn
- plotly
What you will be able to do
- Control every element of a matplotlib figure
- Make statistical charts with seaborn in one line
Before you start
A suggestion, never a lock — you can start here.
- choosing-the-right-chart
Modules that help first
Syllabus
3 lessons · 48 minEvery lesson's title and summary is public. The lessons themselves open once you own the track.
Every lesson in Data Analytics: Statistics & Data VisualizationThe Anatomy of a matplotlib Figure
17 minA Figure holds Axes, an Axes holds Artists — once you hold the objects, every element of a chart is controllable, and a three-panel figure stops being scary.
Included with the trackStatistical Plots with seaborn
17 minDistributions, group comparisons and facets in one line from a DataFrame — as long as the data is in long format and you know which chart hides what.
Included with the track SimulationInteractive Charts with plotly
14 minHover, zoom and filters turn a chart from an answer into a tool for asking — useful for exploration and for sharing, and harmful on a projector.
Included with the track
Lifetime access
$9More in Data Analytics: Statistics & Data Visualization
Module · Beginner
Bayesian
How to invert a probability, and why a 99%-accurate test can be wrong nine times in ten.
- 1 lesson
- 18 min
- 1 simulation
Included in Data Analytics: Statistics & Data Visualization· $9
Module · Beginner
Sampling & Hypothesis Testing
Why sample means behave so predictably, what a p-value really means, and how much data you need.
- 3 lessons
- 58 min
- 5 simulations
Included in Data Analytics: Statistics & Data Visualization· $9
Module · Intermediate
A/B Testing
Designing, running and reading product experiments — including the mistakes that make the results meaningless.
- 4 lessons
- 1h 3m
- 4 simulations
Included in Data Analytics: Statistics & Data Visualization· $9