Intro to Machine Learning 1: Using TensorFlow (Keras) to Solve a Quadratic Equation
by This post is the first post in a series of posts on the basic principles of machine learning and Phyton machine learning libraries. In this …
Category: Uncategorized
Fourier Series and Frequency Response
In this post, we introduce frequency responses of linear systems and provide a brief introduction to Fourier series. Most importantly, we perform a real physical …
Estimating the gravitational acceleration constant using Raspberry Pi, IR proximity sensors, and the least-squares method
In this post, we present a simple experimental setup for estimating the gravitational acceleration constant. The gravitational acceleration is estimated using a least-squares method. The …
Analog-to-digital conversion in Raspberry Pi and temperature sensing – 3
Raspberry Pi (RP) is a great device for rapid prototyping of mechatronics systems. In our previous post, we explained how to use this device to …
Controlling Servomotors using Raspberry Pi – 2
In this post, we explain two methods for generating Pulse Width Modulation (PWM) signals and for controlling servo motors using a Raspberry Pi microcontroller and …
Setting up Raspberry Pi for Mechatronics Projects – 1
This is my first post in a series of posts on how to use Raspberry Pi microcontrollers in complex mechatronics and machine learning projects. In …