DataAnalysis
MDF4 Files to CSV: handling Automotive data easily with Python and Open-Source tools
Let me show you how I use open-source Python libraries to handle MDF files from Automotive testing and calibration environments
DataAnalysis
Python
Leveraging data aggregations in Python: using Pandas groupby method for data analysis
I share the intuition that helped me understand Pandas GroupBy method and examples of how it can be so useful when analyzing data.
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
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.
3d printing
Statistics from Thingiverse and popular models for 3D printing
I try to answer a few questions about the data from Thingiverse.com I showed in previous posts.
3d printing
Data about 3D printing, with Python
I show you how I used Python to analyze the data from Thingiverse REST API, and I share more interesting facts I found, including rankings of 3D printable files.
3d printing
What do people like to 3D print?
I try to determine what are the most popular types of objects for 3D printing, using data from Thingiverse REST API and different metrics.