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AI-108 AI & Data

Visualization & Data Storytelling

Turn analysis into decisions: choose the right chart, design honest visuals, and structure a narrative that leads an executive audience from evidence to action. Learners rebuild a weak real-world dashboard into a decision-grade story.

B2Foundation
4modules
27skill atoms
2role journeys
Curriculum

What this course covers.

4 modules, 27 named skill atoms. Expand any module to see them.

1Chart Choice & Honesty7 skill atoms
encodingsscale trapsuncertainty displayposition vs area perceptiontruncated axesdual-axis abusecolour-blind safe palettes
2Matplotlib/Plotly Craft7 skill atoms
layered figuresannotationstyle systemsfigure & axes APIrcParams themesinteractive hoverexport DPI
3Dashboard Principles7 skill atoms
hierarchydrill pathsalert-worthy metricsabove-the-fold KPIsconsistent time rangesfilter staterefresh cadence
4Narrative Structure6 skill atoms
situation-complication-resolutionso-what testsheadline-as-findingone message per slideanticipating objectionsrecommendation slide
Where it fits

AI-108 in the role journeys.

This course appears in 2 of our 45 role journeys. Here is what a learner takes immediately before and after it in each.

Data Scientist

Practitioner stage
AI-202AI-108AI-203

Data / BI Analyst

Foundation stage
AI-104AI-108AI-210

Roles this course serves

The capability ladder

This course is authored to band B2.

Every course we run is written to one rung of the CASI ladder, so a plan can be assembled to take a team from where they are to where they need to be.

What do B1–B6 mean?The CASI Capability Ladder — click to expand

Every course targets a band on the CASI Capability Ladder — our six-band proficiency scale, anchored to open standards (O*NET, ESCO, NICE, NIST AI RMF, Bloom's). A band tells you how deep a course goes, and what evidence proves it.

What the learner can doTypical evidence
B1
AwareUnderstands concepts and vocabulary; uses tools with guidance
Knowledge checks
B2
FoundationPerforms standard tasks correctly in familiar contexts
Guided labs, autograded exercises
B3
PractitionerDelivers complete pieces of work independently
Scenario labs, proctored hands-on exams
B4
ProfessionalHandles production-grade complexity, trade-offs and failure modes
Break-fix drills, design defenses
B5
AdvancedEngineers systems end-to-end under constraints; leads others
Rubric-scored capstones, vivas
B6
ExpertSets direction; recognised authority across teams
Portfolio + panel evaluation

A note on B6. Courses in this catalog target B1–B5. B6 is not taught — it is recognised, through a portfolio and a panel, once someone is setting direction for others. Every journey here is built to land a learner at B5.

Next step

Run AI-108 for your team.

This course runs at several lengths depending on how deep you need to go and how much of it your people already have. Tell us who is being trained and we will scope it.

Add it to a training plan Talk to our team Check your team’s level free