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AI Limitations in User Research Lesson
Lesson

AI Limitations in User Research

Discover the shortcomings of AI in user research and how to avoid them
Assumption Testing Lesson
Lesson

Assumption Testing

Learn how to turn assumptions into insights and discover smart, user-driven solutions
 Defining Opportunities Lesson
Lesson

Defining Opportunities

Explore the core rules for building a successful opportunity solution tree map
Hiring the Right Talents Lesson
Lesson

Hiring the Right Talents

Explore the nuances of hiring the right fit for your design team
Customer Interviews Lesson
Lesson

Customer Interviews

Learn how to prepare interviews and ask the right questions to uncover real user experiences and design better products
The Anatomy of Good (And Bad) Metrics  Lesson
Lesson

The Anatomy of Good (And Bad) Metrics

Turn abstract goals into measurements that actually matter for your product's success
Predictive Analytics and Machine Learning for Churn Lesson
Lesson

Predictive Analytics and Machine Learning for Churn

Learn to predict and prevent customer churn using machine learning and data analytics.
Comprehensive Research Methods Lesson
Lesson

Comprehensive Research Methods

Uncover critical insights by researching both end users and implementation teams.
Customer Journey Mapping for Churn Prevention Lesson
Lesson

Customer Journey Mapping for Churn Prevention

Explore how to map user touchpoints within customer journey maps (CJM) to identify and prevent churn risks.
Data Analysis with AI Lesson
Lesson

Data Analysis with AI

Master the art of turning data analysis requests into clear AI prompts that deliver statistical insights, visualizations, and actionable recommendations.
Your Product Vision and Strategy Lesson
Lesson

Your Product Vision and Strategy

Craft compelling product visions that inspire teams and align with strategic goals.
Market and Competitor Research Lesson
Lesson

Market and Competitor Research

Master essential market research techniques to identify opportunities and outmaneuver competitors.
Framing Insights and Findings for Impact Lesson
Lesson

Framing Insights and Findings for Impact

Learn how to build compelling narratives from your customer journey mapping data
Embedding Maps into Delivery Lesson
Lesson

Embedding Maps into Delivery

Activate journey maps as living tools that shape features and improve experiences continuously
Findings Presentation Lesson
Lesson

Findings Presentation

Transform audit findings into compelling visual narratives that drive stakeholder action.
Building Confidence With Data Lesson
Lesson

Building Confidence With Data

Convert data anxiety into analytical confidence through practical techniques
Mapping and Understanding Stakeholders Lesson
Lesson

Mapping and Understanding Stakeholders

Map and analyze stakeholder relationships to create more inclusive government services
Sprint Planning and Backlog Management Lesson
Lesson

Sprint Planning and Backlog Management

Learn ways to use ChatGPT to streamline sprint planning, prioritize effectively, and maintain a healthy backlog.
E = Extract Lesson
Lesson

E = Extract

Uncover hidden opportunities by analyzing friction points and emotional peaks in customer experiences
How to Ask Good Data Questions Lesson
Lesson

How to Ask Good Data Questions

Learn how to ask the right questions to unlock the true story hiding in your raw data
Implementation Framework Lesson
Lesson

Implementation Framework

Execute design improvements systematically with structured implementation frameworks and tracking mechanisms.
 L = Layers Lesson
Lesson

 L = Layers

Learn to map customer experiences through strategic layers that reveal actions, emotions, and opportunities
Interpreting and Exploring Metrics Lesson
Lesson

Interpreting and Exploring Metrics

Transform overwhelming data into actionable insights with interpretation techniques that reveal hidden patterns
I = Inputs Lesson
Lesson

I = Inputs

Learn how to transform raw customer data into actionable journey insights that drive product improvements
Advanced Collaboration Patterns Lesson
Lesson

Advanced Collaboration Patterns

Break down traditional barriers to create seamless workflows across product, design, and development agile teams.
The Frameworks that Guide You Lesson
Lesson

The Frameworks that Guide You

Explore how to use proven frameworks to turn overwhelming ideas into clear priorities.
Project Documentation Lesson
Lesson

Project Documentation

Turn rough ideas into polished project documents using ChatGPT as your intelligent documentation assistant
Understanding Product Specifications Lesson
Lesson

Understanding Product Specifications

See how product specifications turn abstract ideas into a shared blueprint that guides development.
Defining Problems for Effective Specifications Lesson
Lesson

Defining Problems for Effective Specifications

Frame real problems and analyze user insights to guide meaningful product decisions.
Product Specs vs. Product Requirements Documents Lesson
Lesson

Product Specs vs. Product Requirements Documents

Recognize how product specs and requirements work together to turn vision into execution.
Reviewing and Validating Specifications Lesson
Lesson

Reviewing and Validating Specifications

Turn assumptions in your product spec into evidence through prototype testing and collaborative review.
Dependencies, Constraints, and Assumptions Lesson
Lesson

Dependencies, Constraints, and Assumptions

Anticipate what could delay, limit, or distort a product plan by identifying key dependencies, constraints, and assumptions early.
Best Practices from Real Teams Lesson
Lesson

Best Practices from Real Teams

Turn product specs into practical tools that improve alignment, clarity, and delivery speed in real teams.
Types of Product Specifications Lesson
Lesson

Types of Product Specifications

Differentiate the key types of product specifications and understand when to use each.