Resources
Resource List
Featured
![](http://www.billmongan.com/files/media/software-iotframework/simbabyandpregnancy.jpg)
The IoT Sensor Framework provides a platform to collect data from IoT-based sensors such as knitted smart textiles for HIPAA-compliant processing and research, developed with the Drexel Wireless Systems Lab at Drexel University in Philadelphia, Pennsylvania.
![](http://www.billmongan.com/files/media/software-iotframework/simbaby.jpg)
The IoT Processing Framework integrates with the IoT Sensor Framework to provide real-time or offline signal processing and machine learning on data collected by the sensor framework.
Tutorials
![](https://i9.ytimg.com/s_p/PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi/landscape_sddefault.jpg?sqp=CNzO-YwGir7X7AMGCNGyiNsF&rs=AOn4CLC9cyskQ3Oz9Pw9wxtzBlyhPSl0aQ&v=1533155665)
This is a gentle and visual introduction to the mathematics underlying neural networks and perceptron-based learning.
![](https://i.ytimg.com/vi/CaCcOwJPytQ/hqdefault.jpg?sqp=-oaymwEXCNACELwBSFryq4qpAwkIARUAAIhCGAE=&rs=AOn4CLDJGg9qckdGM3ggj615gA7RDx039Q)
This is an example-rich introduction to the intuition behind and application of the Kalman Filter to reduce measurement and process error from estimated values.
![](https://i.ytimg.com/vi/Z56Jmr9Z34Q/hqdefault.jpg?sqp=-oaymwEXCNACELwBSFryq4qpAwkIARUAAIhCGAE=&rs=AOn4CLDMx3faO9vNgRS_siR4ksZ-S20tMw)
This MIT Missing Semester course teaches fundamental skills about computer literacy for the technologist. Topics include the shell, editors, shell scripting, debugging, and version control.
![](https://i.ytimg.com/vi/VeKeFIepJBU/hqdefault.jpg?sqp=-oaymwEXCNACELwBSFryq4qpAwkIARUAAIhCGAE=&rs=AOn4CLBSlOYdg3D6GtylkB7cCFex9vVVVw)
This Caltech course provides a theoretical foundation for data-driven machine learning models and techniques.