Data-Driven Decision Making
Transform your product decisions with AI-powered insights. Master advanced analytics frameworks and data-driven strategies that optimize products and accelerate growth.
Course Overview
A 4-week intensive workshop for product managers and analysts. Learn to leverage AI insights for product optimization, build predictive models, and create data-driven product strategies that deliver measurable results.
Course Details
Expected Launch: Q2 2026
Curriculum Overview
Four intensive modules that transform how you use data and AI for product decisions.
AI Analytics Foundations
Master the fundamentals of AI-powered product analytics and decision frameworks.
- • AI analytics tools and platforms
- • Data quality and preparation for AI
- • Statistical foundations for product decisions
- • Building analytics-driven product hypotheses
Predictive Product Modeling
Build predictive models that forecast user behavior and product performance.
- • User behavior prediction models
- • Churn and retention forecasting
- • Revenue and growth projections
- • A/B testing with predictive insights
Optimization Strategies
Implement AI-driven optimization strategies that maximize product performance.
- • Personalization and recommendation engines
- • Conversion rate optimization with AI
- • Dynamic pricing and feature strategies
- • Multi-objective optimization frameworks
Decision Frameworks
Build systematic frameworks for data-driven product decision making.
- • Decision trees for product strategy
- • Risk assessment and scenario planning
- • Stakeholder communication of insights
- • Building data-driven product cultures
What You'll Master
Advanced analytics skills that transform your product decision-making.
AI-Powered Analytics Frameworks
Design comprehensive analytics systems that drive product decisions.
Data-Driven Product Strategies
Build product strategies based on data insights and predictive modeling.
Predictive Product Modeling
Create models that predict user behavior and product performance.
Optimization-Focused Product Teams
Lead teams that systematically optimize products using data and AI.
Prerequisites
Designed for product professionals with analytics experience.
✓ You Should Have
- • 2+ years product management experience
- • Basic understanding of analytics platforms
- • Experience with A/B testing
- • SQL or basic data analysis skills
- • Understanding of product metrics
- • Statistical thinking fundamentals
→ Ideal Background
- • Senior PM or Product Analyst role
- • Experience with data-driven products
- • Python, R, or advanced Excel skills
- • Machine learning exposure
- • Business intelligence tools experience
- • Quantitative academic background
Ready to Master Data-Driven Decisions?
Transform your product approach with AI-powered analytics. Join the waitlist for early access and exclusive case studies.
Expected launch Q2 2026. Limited to 16 participants per cohort.