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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
I share the intuition that helped me understand Pandas GroupBy method and examples of how it can be so useful when analyzing data.
Data Science
I researched the main optimization algorithms used for training artificial neural networks, implemented them from scratch in Python and compared them using animated visualizations.
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
I share some notes about the basic math behind feed-forward Artificial Neural Networks (ANNs).
3d printing
I wrote a Python script to get the size of a 3D print job from Gcode. Let me show you how it works.
3d printing
I'll show you how to create multiple versions of a Fusion 360 CAD model and export them as STL files for 3D printing, using a Python script.
3d printing
I try to answer a few questions about the data from Thingiverse.com I showed in previous posts.
3d printing
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
I try to determine what are the most popular types of objects for 3D printing, using data from Thingiverse REST API and different metrics.
Python
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
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.
Python
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.