Sensor Data Analysis Courses and Certifications

Association for Computing Machinery (ACM)

Learning Transferable Human Behavior Representations From Sensor Data - Flora Salim

Explore techniques for learning transferable human behavior representations from sensor data, including challenges, preprocessing, and applications in various domains.

• YouTube
• 44 minutes
• On-Demand
• Free Online Course

Arduino Data Visualization using Python

81 ratings at Udemy

Control your Arduino using Python easily and effectively and unleash the power of Python coding and Arduino Hardware

• Udemy
• 1 hour 39 minutes
• On-Demand
• Paid Course

Read Analog Sensors with Arduino

48 ratings at Udemy

Read any Analog Sensor and use the data you fetch to make decisions within your code

• Udemy
• 1-2 hours
• On-Demand
• Paid Course

ESP32 Email Alert Based on Sensors Reading

16 ratings at Udemy

Send Emails using ESP32 to get instant alerts including sensor reading and alarms per specific condition that you choose

• Udemy
• 1-2 hours
• On-Demand
• Paid Course

Association for Computing Machinery (ACM)

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

Innovative smartphone interfaces measure blood alcohol levels through user performance, offering a potential alternative to breathalyzers for assessing inebriation in everyday scenarios.

• YouTube
• 23 minutes
• On-Demand
• Conference Talk

Paul McWhorter

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

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.

• YouTube
• 59 minutes
• On-Demand
• Free Online Course

NDC Conferences

ML and the IoT - Living on the Edge

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.

• YouTube
• 59 minutes
• On-Demand
• Conference Talk

IEEE

Inferring User Routes and Locations Using Zero-Permission Mobile Sensors

Explore zero-permission mobile sensor vulnerabilities for inferring user routes and locations, highlighting privacy risks and proposing detection methods through maximum likelihood route identification.

• YouTube
• 22 minutes
• On-Demand
• Free Online Course

NDC Conferences

Building an Azure IoT Pipeline for LoRaWAN Devices - Live Demo

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.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Conference Talk

EuroPython Conference

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

Explore how machine learning algorithms on IoT devices can enhance boxing training using motion sensor data, from problem analysis to algorithm deployment on Arduino.

• YouTube
• 30 minutes
• On-Demand
• Conference Talk

EuroPython Conference

Modelling Pollution from Traffic, Using Smartphone Data and Python

Explore Python-based modeling of traffic pollution using smartphone data, combining traffic assignment, econometric models, and congestion analysis for urban environmental monitoring and mitigation.

• YouTube
• 33 minutes
• On-Demand
• Conference Talk

Amazon Web Services;  Amazon

Managing IoT Sensor Data with Amazon ElastiCache for Redis

Aprenda a gerenciar dados de sensores IoT usando Amazon ElastiCache for Redis. Simule leituras de temperatura, capture e analise dados em tempo real sem gerenciar infraestrutura.

• AWS Skill Builder
• 1-2 hours
• On-Demand
• Paid Course