Training Example: ThingSpeak – Review the Data, Give Your Score & Compare to the Real AI Evaluation

[H4] ThingSpeak for Students and Educators
Implement IoT research projects quickly with built-in MATLAB data analysis tools and real-time sensor data collection

[H4] ThingSpeak for Environmental Monitoring
Build IoT services for remote monitoring of air quality sensors, and create MATLAB models to predict pollution levels

[H4] ThingSpeak for Energy Monitoring
Build IoT applications to monitor energy usage, and develop MATLAB models for power signature identification and load forecasting

[H4] ThingSpeak for Smart Farming
Build applications for remote monitoring of sensors deployed on farms, and develop MATLAB models to increase crop yields and reduce costs

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To use ThingSpeak, you must sign in with your existing MathWorks account or create a new one.

Non-commercial users may use ThingSpeak for free. Free accounts offer limits on certain functionality. Commercial users are eligible for a time-limited free evaluation. To get full access to the MATLAB analysis features on ThingSpeak, log in to ThingSpeak using the email address associated with your university or organization.

To send data faster to ThingSpeak or to send more data from more devices, consider the
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[H1] Learn More About ThingSpeak
ThingSpeak™ is an IoT analytics platform service that allows you to aggregate, visualize and analyze live data streams in the cloud. ThingSpeak provides instant visualizations of data posted by your devices to ThingSpeak. With the ability to execute MATLAB® code in ThingSpeak you can perform online analysis and processing of the data as it comes in. ThingSpeak is often used for prototyping and proof of concept IoT systems that require analytics.

[H1] What is IoT?
Internet of Things (IoT) describes an emerging trend where a large number of embedded devices (things) are connected to the Internet. These connected devices communicate with people and other things and often provide sensor data to cloud storage and cloud computing resources where the data is processed and analyzed to gain important insights. Cheap cloud computing power and increased device connectivity is enabling this trend.
IoT solutions are built for many vertical applications such as environmental monitoring and control, health monitoring, vehicle fleet monitoring, industrial monitoring and control, and home automation.
At a high level, many IoT systems can be described using the diagram below:

On the left, we have the smart devices (the “things” in IoT) that live at the edge of the network. These devices collect data and include things like wearable devices, wireless temperatures sensors, heart rate monitors, and hydraulic pressure sensors, and machines on the factory floor.
In the middle, we have the cloud where data from many sources is aggregated and analyzed in real time, often by an IoT analytics platform designed for this purpose.
The right side of the diagram depicts the algorithm development associated with the IoT application. Here an engineer or data scientist tries to gain insight into the collected data by performing historical analysis on the data. In this case, the data is pulled from the IoT platform into a desktop software environment to enable the engineer or scientist to prototype algorithms that may eventually execute in the cloud or on the smart device itself.
An IoT system includes all these elements. ThingSpeak fits in the cloud part of the diagram and provides a platform to quickly collect and analyze data from internet connected sensors.

[H1] ThingSpeak Key Features
ThingSpeak allows you to aggregate, visualize and analyze live data streams in the cloud. Some of the key capabilities of ThingSpeak include the ability to:
Easily configure devices to send data to ThingSpeak using popular IoT protocols.
Visualize your sensor data in real-time.
Aggregate data on-demand from third-party sources.
Use the power of MATLAB to make sense of your IoT data.
Run your IoT analytics automatically based on schedules or events.
Prototype and build IoT systems without setting up servers or developing web software.
Automatically act on your data and communicate using third-party services like Twilio&reg.
To learn how you can collect, analyze and act on your IoT data with ThingSpeak, explore the topics below:

[H1] Collect
Send sensor data privately to the cloud.

[H1] Analyze
Analyze and visualize your data with MATLAB.

[H1] Act
Trigger a reaction.

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[H1] Learn More About IoT Solutions from MathWorks
MATLAB® and Simulink® products support IoT systems by helping you to build predictive algorithms and models, develop and test smart devices, and deploy analytics in the cloud. For more information, click on the links below:
Analyzing IoT Sensor Data and Building Predictive Algorithms
Developing and Testing Smart Connected Devices
Deploying Analytics in the Cloud