<?xml version="1.0" encoding="utf-8"?>
Charts
Exercise

Charts

Wireframes
Exercise

Wireframes

Storytelling with data
Exercise

Storytelling with data

Map stakeholders
Exercise

Map stakeholders

Participant engagement
Exercise

Participant engagement

Fishbone diagrams
Exercise

Fishbone diagrams

Exercise

Communicating AI value to stakeholders

Identifying the right metrics for persuasion
Exercise

Identifying the right metrics for persuasion

Exercise

Stakeholder communication

Exercise

Why data beats opinions

Creating a metrics hierarchy
Exercise

Creating a metrics hierarchy

Exercise

Detect metric manipulation and gaming

Make metrics accessible to all stakeholders
Exercise

Make metrics accessible to all stakeholders

Exercise

Data presentation styles

Exercise

Create a questioning framework

Building layer hierarchy
Exercise

Building layer hierarchy

Role-playing prompts
Exercise

Role-playing prompts

Storytelling with product narratives
Exercise

Storytelling with product narratives

Exercise

Measure meaningfully

Creating the priority matrix
Exercise

Creating the priority matrix

Spotting behavioral patterns
Exercise

Spotting behavioral patterns

Exercise

Ask better questions about data

Stakeholder mapping
Exercise

Stakeholder mapping

Exercise

Proactive vs reactive data analysis

Exercise

Validating statistical significance

Exercise

Guiding others to better data questions

Exercise

Creating an audit findings structure

Exercise

Research summary writing

Exercise

Start with simple questions

Exercise

Red flags in data discussions

Exercise

Understand statistical significance

Exercise

Connect metrics to business impact

Exercise

Build a personal data confidence practice

Exercise

Stakeholder management in decision-making

Exercise

Building a basic churn prediction model

Handling stakeholder objections
Exercise

Handling stakeholder objections

Challenge assumptions in data
Exercise

Challenge assumptions in data

Exercise

Start with the context

Counter confirmation bias
Exercise

Counter confirmation bias

Identify trends, patterns and anomalies
Exercise

Identify trends, patterns and anomalies

Exercise

Segment data

Exercise

Recognize data anxiety symptoms

Evidence-based storytelling
Exercise

Evidence-based storytelling

The elevator pitch framework
Exercise

The elevator pitch framework

Exercise

Identify statistical outliers

Stakeholder prioritization
Exercise

Stakeholder prioritization

Exercise

Communicating prioritization decisions

Exercise

Presenting guardrail metrics to stakeholders

Exercise

Stakeholder alignment strategies

Exercise

Setting appropriate confidence thresholds