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Anotace knihy

Reactive Publishing

Python for Motorsport Telemetry provides a comprehensive, hands-on framework for software engineers, data analysts, and motorsport enthusiasts looking to process, analyze, and visualize high-frequency vehicle dynamics data. Using practical Python tools, this guide walks you through the end-to-end architecture required to transform complex sensor outputs into actionable track insights.

What You Will Learn:

• Data Ingestion & Cleaning: Parse and normalize telemetry logs (CAN bus, GPS, and ECU outputs) using pandas and NumPy.

• Lap Time & Telemetry Analysis: Build custom algorithms to evaluate speed traces, throttle/brake inputs, line selection, and driver consistency.

• Predictive Strategy Modeling: Model tire degradation, fuel burn rates, and undercut/overcut scenarios to simulate race dynamics.

• Pipeline Architecture: Develop efficient, scalable data pipelines capable of processing continuous stream data for real-time decision-making.

• Visualization Frameworks: Create clear, interactive trace overlays and dash displays using matplotlib and plotly for rapid telemetry feedback.

Whether you are designing custom analysis tools for a race team or engineering software for telemetry simulation, this book offers the practical code structures and domain logic required to build professional-grade motorsport data systems.

Parametry knihy

• Plný název: Python for Motorsport Telemetry
• Podnázev: Building Data Pipelines and Predictive Strategy Engines for Race Analytics
• Autor: Hayden Van Der Post, Alice Schwartz
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 686
• EAN: 9798191400983
• ID: 53492462
• Nakladatelství: Independently published
• Hmotnost: 816 g
• Rozměry: 229 × 152 × 43 mm
• Datum vydání: 08. August 2026

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