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Course Outline
Introduction to Conversational Analytics
- What is conversational analytics and why it matters for product teams
- WrenAI key capabilities and high-level architecture
- Typical product team workflows enabled by Wren AI
Connecting Data Sources and Access
- Supported data sources and ingestion patterns
- Data access, permissions, and multi-source joins
- Best practices for sample datasets and sandboxing
Semantic Modeling and Metrics Standardization
- Designing a metrics layer and canonical definitions
- Creating reusable metrics and dimensions for product analytics
- Versioning and governance of the semantic model
Natural-Language to SQL Workflows
- How WrenAI translates NL queries to SQL and validation strategies
- Prompting patterns and fallbacks for product questions
- Handling ambiguity, clarifying questions, and intent design
Self-Service BI and Embedded Use Cases
- Designing conversational dashboards and templates for product teams
- Embedding Wren AI into product workflows and internal tools
- Measuring adoption and impact of self-service analytics
Quality, Evaluation, and Guardrails
- Testing NL-to-SQL accuracy and building validation suites
- Monitoring drift, data quality signals, and query audits
- Safety, access control, and business-rule guardrails
Workshop: Build a Product Insights Flow
- Hands-on lab: model a product metric, create conversational queries, and validate results
- Assemble a self-service dashboard and user guidance
- Presentations, feedback, and next-step action plans
Summary and Next Steps
Requirements
- An understanding of product metrics and KPIs
- Experience with data analysis or BI tools
- Basic familiarity with SQL is beneficial
Audience
- Product managers
- Data analysts
- Data champions in business units
14 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3200 € + VAT*
Contact us for an exact quote and to hear our latest promotions
Testimonials (5)
Deepthi was super attuned to my needs, she could tell when to add layers of complexity and when to hold back and take a more structured approach. Deepthi truly worked at my pace and ensured I was able to use the new functions /tools myself by first showing then letting me recreate the items myself which really helped embed the training. I could not be happier with the results of this training and with the level of expertise of Deepthi!
Deepthi - Invest Northern Ireland
Course - IBM Cognos Analytics
the ease of explanation and the professor's robust knowledge
JOSE FERNANDO MELO - MCGRAW-HILL INTERAMERICANA
Course - Alteryx Advanced
Machine Translated
The practical exercises, the course order, and the explanations were clear
Cristina Morales - SOFI de Chihuahua SA de CV
Course - Alteryx for Data Analysis
Machine Translated
Very clearly articulated and explained
Harshit Arora - PwC South East Asia Consulting
Course - Alteryx for Developers
Linear regression - the algorithm to predict the trend
