CEC Semester Fifteen 2019

Machine learning networks can require quite a few resources to train and execute. So how can this be done in an embedded environment? In this session, we will explore several system architectures that developers can use to achieve machine learning...

To a traditional embedded software developer, machine learning is something that exists far from our resource-constrained devices, but times are quickly changing. In this session, we will examine how machine learning fits into an embedded system...

The final class session will explore the concept of capturing accelerometer data with the BBC micro:bit. The data will be analyzed using an Orange 3 linear regression model. Also, using Python, a taking accelerometer as an assistive technology...

Day 4 session consists of wiring a potentiometer to a BBC micro:bit and capturing varying voltage levels from the passive electronic component. The potentiometer’s output voltage level signal will be analyzed using a linear regression model built...

This session will discuss the basics of Machine Learning. Applications of Machine Learning (ML) will be provided. The hands-on lab project exercise consists of building a simple ML model for analyzing noise using the Adafruit Circuit Playground...

Day 2 class is a continuation of the Predictive Analytics introduction session. Predictive Analytics modeling using linear regression will be investigated. The electrical behavior of the Adafruit Circuit Playground Express light sensor will be...

This introductory session discusses Predictive Analytics basic and Predictive Maintenance applications. The Google online data analysis Colaboratory environment will be explored.

In our final class, we will compare our finished board to the criteria we set forth and also compare the steps we had to take and differences for our two EDA tools, as well as for Altium Designer. We will look at the pros and cons of our different...

Now that we have our schematic completed, we will move the netlist in both tools to the layout editor and create our PCB. We will quickly touch on the placement, routing, and auto-routing steps for each tool. At the end of this penultimate class...

In our third class we will use the parts we selected to create the circuit for our product. Using the symbols from our selected bill of materials (BOM), we will lay out the schematic for our product. We will show the steps for both EDA tools ...