April 23 – Day 2 – Machine Learning Architectures for Embedded Systems
Apr 23, 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...
April 22 – Day 1 – Introduction to Machine Learning
Apr 22, 2019
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...
March 22 - Day 5 - Monitoring and Analyzing an Accelerometer Using the BBC micro:bit
Mar 22, 2019
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...
March 21 - Day 4 - Monitoring and Analyzing an Analog Signal Using the BBC micro:bit
Mar 21, 2019
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...
March 20 - Day 3 - Machine Learning Basics
Mar 20, 2019
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...
March 19 - Day 2 - Prototyping a Predictive Analytic Model
Mar 19, 2019
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...
March 18 - Day 1 - Predictive Analytics and Predictive Maintenance
Mar 18, 2019
This introductory session discusses Predictive Analytics basic and Predictive Maintenance applications. The Google online data analysis Colaboratory environment will be explored.
March 1 – Day 5 – Our Finished Board
Mar 01, 2019
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...
February 28 – Day 4 – Creating our PCB Layout
Feb 28, 2019
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...
February 27 – Day 3 – Creating our Schematic
Feb 27, 2019
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 ...
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