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#Sensor Data Analysis

Showing: 8 courses
IEEE

Inferring User Routes and Locations Using Zero-Permission Mobile Sensors

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Explore zero-permission mobile sensor vulnerabilities for inferring user routes and locations, highlighting privacy risks and proposing detection methods through maximum likelihood route identification.
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13 Lesons
22 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Learning Transferable Human Behavior Representations From Sensor Data - Flora Salim

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Explore techniques for learning transferable human behavior representations from sensor data, including challenges, preprocessing, and applications in various domains.
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14 Lesons
44 minutes
On-Demand
Free-Video
Paul McWhorter

Arduino with Python - Graphing and Plotting Live Data from Arduino with Matplotlib

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Learn to graph real-time Arduino sensor data using Python and Matplotlib. Master data streaming, processing, and visualization techniques for temperature and pressure readings from a BMP180 sensor.
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16 Lesons
59 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Drunk User Interfaces - Determining Blood Alcohol Level through Everyday Smartphone Tasks

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Innovative smartphone interfaces measure blood alcohol levels through user performance, offering a potential alternative to breathalyzers for assessing inebriation in everyday scenarios.
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1 Lesons
23 minutes
On-Demand
Free-Video
EuroPython Conference

Modelling Pollution from Traffic, Using Smartphone Data and Python

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Explore Python-based modeling of traffic pollution using smartphone data, combining traffic assignment, econometric models, and congestion analysis for urban environmental monitoring and mitigation.
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17 Lesons
33 minutes
On-Demand
Free-Video
EuroPython Conference

Applying Machine Learning Capabilities to Wearable IoT Devices for Boxing Technique Management

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Explore how machine learning algorithms on IoT devices can enhance boxing training using motion sensor data, from problem analysis to algorithm deployment on Arduino.
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1 Lesons
30 minutes
On-Demand
Free-Video
NDC Conferences

Building an Azure IoT Pipeline for LoRaWAN Devices - Live Demo

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Learn to build an Azure IoT pipeline for LoRaWAN devices, covering long-range communication, data ingestion, decryption, storage, and analysis. Includes live demos with Arduino boards and Raspberry Pi gateways.
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22 Lesons
1 hour 2 minutes
On-Demand
Free-Video
NDC Conferences

ML and the IoT - Living on the Edge

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Edge ML in IoT: Explore how machine learning on embedded systems and microcontrollers enables quicker insights, tighter security, and predictive action for IoT devices, bringing ML closer to sensors.
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1 Lesons
59 minutes
On-Demand
Free-Video