Python
Unconventional Data Analysis: extracting test bench results with Python
A practical example of how to use Python to analyze the results of an experimental test consisting of a sequence of stationary points
Engineering
Data Science
DL Notes: Feedforward Artificial Neural Networks
I share some notes about the basic math behind feed-forward Artificial Neural Networks (ANNs).
Engineering
Moving average filters: the good and the bad
Moving averages are the go-to data smoothing trick for many people in Engineering and Data Analytics. However, they aren't always the best choice.
Engineering
Computing the convection coefficient of a brake disc
I estimated the heat convection coefficient of a Formula SAE car. Let me share what I learned.
Engineering
Estimating the working temperature of a brake disc
I used a lumped-body approach to approximate the properties of a brake disc and simulated its temperature increase after 100 braking maneuvers.
Engineering
Brake system load distribution study - MATLAB approach
I studied the brake load distribution of a Formula car using a simple Matlab script. Let me show you how I did it.
Python
Replacing MATLAB with Python - Part 3: Histograms and more data-indexing
I am sharing how I used Python to complete the second part of an example task originally done with MATLAB. I learned more about slicing dataframes and making histograms with two different libraries
Python
Replacing MATLAB with Python - Part 2: Formatting subplots and indexing data
I used Python to complete the first part of the task from my previous post in the series. I learned about formatting plots and indexing Pandas dataframes.
MATLAB
Using MATLAB and statistics to analyze raw vehicle data
I am sharing an example of the workflow I would follow for getting insights from real-world data using histograms and some very basic statistics.
Python
Replacing MATLAB with Python - Part 1
Stick with me in this series of posts if you want to see some examples of using Python for MATLAB users. I am not an expert, and the code I will share can probably be improved, but I think these practical examples can be useful for a beginner like me.