Read the data your hands can't feel

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Track: Driver Skill

Difficulty: advanced

Estimated duration: 360 minutes

Coverage: 7 modules, 20 lessons

Course Overview

For advanced HPDE and club-racing drivers who already log basic channels and want to turn rotational data, friction-circle analysis, and multi-channel correlation into precise, session-by-session driving adjustments.

Modules

• Move past speed traces and guesswork - 3 lessons - Rebuild your analysis habits around distance-based overlays, channel confidence, and the questions that actually reduce lap time.
• Use yaw, roll, and pitch to see the invisible - 3 lessons - Interpret rotational channels to diagnose balance transitions, grip limits, and driver timing that speed and G-sum alone cannot reveal.
• Map the grip envelope and find the holes - 3 lessons - Use G-G and G-sum plots to visualize grip utilization, identify unused capacity, and compare driver aggression against the theoretical limit.
• Connect inputs to outputs across every phase - 3 lessons - Learn to overlay and time-align driver inputs with vehicle responses to isolate cause-effect chains in braking, turn-in, and power application.
• Turn findings into session plans that work - 3 lessons - Synthesize multi-channel insights into specific, testable driving objectives and setup hypotheses for the next session.
• Build metrics that survive the noise - 3 lessons - Move from trace-reading to statistical summaries—run charts, segment reports, and custom metrics that accelerate interpretation of large datasets.
• Run a complete analysis workflow end to end - 2 lessons - Apply the full toolkit to a realistic multi-session scenario, from download to test plan, using all channels and techniques from the course.

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