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 Video

Arduino Data Visualization using Python

87 ratings at Udemy

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

• Udemy
• 2 hours 13 minutes
• On-Demand
• Paid Course

Arduino Sensor Mastery: Unleashing Digital Brilliance

51 ratings at Udemy

Decode Arduino Secrets! Master Analog Sensor Reading for Robots, Weather Stations, and Beyond

• Udemy
• 1 hour 55 minutes
• On-Demand
• Paid Course

ESP32 Email Alert Based on Sensors Reading

21 ratings at Udemy

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

• Udemy
• 1 hour 58 minutes
• On-Demand
• Paid Course

MathWorks

Detecting Anomalies with Machine Learning

Advance your career with AI-driven engineering solutions. Gain practical skills to detect anomalies early and ensure system performance.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Dot Physics

Using Vernier's Graphical Analysis with Go Direct Sensor Cart - Data Collection and Collision Demonstration

Explore data collection using Graphical Analysis and Vernier Sensor cart with fan. Learn collection options, demonstration techniques, and analyze collisions in physics experiments.

• YouTube
• 15 minutes
• On-Demand
• Free Video

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 Video

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

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

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

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 Video

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

Machine Learning on Microcontrollers - Tiny, Useful and Fun

Explore TinyML applications on microcontrollers using emlearn open-source project for efficient sensor data analysis on low-power, budget-friendly systems under 1 watt and 1MB.

• YouTube
• 25 minutes
• On-Demand
• Free Video

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
• Finished
• Paid Course