advancedData Analysis

Read the data your hands can't feel

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.

6 hours20 lessons0 enrolled

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Course Outline

Module 1: Move past speed traces and guesswork

Rebuild your analysis habits around distance-based overlays, channel confidence, and the questions that actually reduce lap time.

Module 2: Use yaw, roll, and pitch to see the invisible

Interpret rotational channels to diagnose balance transitions, grip limits, and driver timing that speed and G-sum alone cannot reveal.

Module 3: Map the grip envelope and find the holes

Use G-G and G-sum plots to visualize grip utilization, identify unused capacity, and compare driver aggression against the theoretical limit.

Module 4: Connect inputs to outputs across every phase

Learn to overlay and time-align driver inputs with vehicle responses to isolate cause-effect chains in braking, turn-in, and power application.

Module 5: Turn findings into session plans that work

Synthesize multi-channel insights into specific, testable driving objectives and setup hypotheses for the next session.

Module 6: Build metrics that survive the noise

Move from trace-reading to statistical summaries—run charts, segment reports, and custom metrics that accelerate interpretation of large datasets.

Module 7: Run a complete analysis workflow end to end

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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