Arvutiteaduse instituut
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  • English
  • Kursused
  • 2020/21 kevad
  • Pervasiivse andmeteaduse seminar (LTAT.06.010)

Pervasiivse andmeteaduse seminar 2020/21 kevad

  • General
  • Lectures
  • Projects
  • Material and Examples

Material

Course readings

  • Pervasive Data Science
  • Pervasive Data Science on the Edge

Examples

  • Estimating Energy of Devices with Thermal Imaging: Undetachable batteries in smart and IoT devices have become very common in latest manufacturing designs. This is problematic when understanding energy consumption of devices. Thermal imaging can be used instead to measure energy of devices without the need of instrumentation. Further reading: Energy Estimation with Thermal Imaging
  • Liquid Testing with your Smartphone: A smartphone camera can be used to understand the properties of liquids by analyzing waves on the liquid surface. This can potentially be used to detect water contamination and levels of alcohol concentrations in any type of substance. Further reading: Understanding Liquid Surface Tension
  • Indoor Maps with Aerial Drones: By relying on wireless positioning and mobility tracking of users, an aerial drone can easily generate an indoor map of a building. Further reading: Aerial Drone Indoor Mapping
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