You will build interactive dashboard solutions that enable autonomous data exploration through funnel visualization and drill-through capabilities.

You will learn the foundational skills for creating effective retention heatmaps by understanding their business value, learning key visualization techniques, practicing heatmap creation in Tableau, and applying event annotation strategies to real user behavior data.

You will learn the systematic evaluation of data visualizations by understanding accessibility requirements, learning evaluation methodologies, practicing with accessibility tools, and applying comprehensive assessment techniques to ensure visualizations communicate effectively to all audiences.

You will develop systematic approaches for identifying the most impactful activation events in user funnels using data-driven criteria and the Amplitude analytics platform.

You will learn techniques for analyzing complex process flows, identifying overlapping steps like "add_to_cart" & "start_checkout", and creating data-driven consolidation strategies using real-world case studies.

You will learn the mathematical foundations and industry benchmarks for calculating DAU/WAU stickiness ratios, enabling them to distinguish between surface-level metrics and meaningful user engagement patterns.

You will learn control chart analysis and statistical process control methods to distinguish between natural variation and significant performance changes in session-depth metrics.

You will learn foundational segmentation techniques to analyze user activation data by acquisition channels, enabling identification of which sources deliver the most engaged users.

You will learn advanced statistical techniques to validate whether activation behaviors genuinely predict long-term user retention, enabling evidence-based product optimization decisions.

You create a comprehensive product analytics dashboard that integrates user funnel analysis, retention visualization, engagement monitoring, and activation tracking to provide actionable insights for product optimization decisions.