Bokeh topics
12 short topics in Data Engineering and Analytics. Each one is a single focused exercise with a clear piece of evidence at the end.
12 topics, one exercise each.
Work through them in order, or jump to the one you need.
These are draft topic outlines (draft; instructor review pending). Full lessons follow after review; ask Ajay if you need a topic sooner.
- 01
Data-to-visual encoding
Demonstrate data-to-visual encoding in a focused Bokeh example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 02
Axis and scale choice
Demonstrate axis and scale choice in a focused Bokeh example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 03
Chart and mark composition
Demonstrate chart and mark composition in a focused Bokeh example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 04
Legends and annotations
Demonstrate legends and annotations in a focused Bokeh example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 05
Interactive selection and filtering
Demonstrate interactive selection and filtering in a focused Bokeh example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 06
Responsive layout
Demonstrate responsive layout in a focused Bokeh example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 07
Accessible color and labeling
Demonstrate accessible color and labeling in a focused Bokeh example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 08
Data updates and animation
Demonstrate data updates and animation in a focused Bokeh example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 09
Export and embedding
Demonstrate export and embedding in a focused Bokeh example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 10
Large-data rendering limits
Demonstrate large-data rendering limits in a focused Bokeh example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 11
Visual interpretation checks
Demonstrate visual interpretation checks in a focused Bokeh example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course → - 12
Visualization integration testing
Demonstrate visualization integration testing in a focused Bokeh example; verify normal behavior and one edge or failure case. Keep the exercise bounded and record the behavior supported by the chosen version.
Open micro-course →
Learn the same ideas beyond Bokeh.
These courses share topics with this one, so you can compare how each language or tool handles the same concept.
More in Data science and machine learning libraries.
You have the curiosity.
Let’s turn it into capability.
Start with a practical workshop or bring a specific question to Ajay.