Can ChatGPT differentiate and code it in Python? It seems so!
Asking ChatGPT to calculate the differential of a funtion step by step and implement it in Python
Geeky Coffee Break ☕️
This section contains useful programming and data science and visualization tips and tricks. They are all within 1 to 3 minutes reading, perfect for a productive coffee break. Each guide follows the same pattern: what, why and how. Take a look and dive in!
The beauty of the Walrus Operator in Python
How to use the Python Walrus operator to make expressions simpler. Here’s how when computing gradients with JAX.
Can ChatGPT turn LaTeX equations into Python code?
Turning the attention equation from ‘Attention is All you Need’ into code using ChatGPT
Make every line of your Python code to count with these 4 profilers
How to completely profile your Python code using snakeviz, line_profiler, memory_profiler and pyinstrument
Focus on what instead of how to plot your data
Using the Altair Python API we can focus on what instead of how to visualize the data
Understand high-dimensional data with three lines of code
Using 3 different types of plots from the Pandas plotting API we can understand any multivariate data
Make the learning curve of an ML model more informative
Track the loss per class per epoch when training a machine learning model to reveal the learning curve for different classes.
I wish every data scientist had interactive data explorers like this one!
This interactive visualization exploring the MNIST data UMAP projections is amazing
Understanding unix commands was never easer. Here’s how!
Using the explainshell tool to understand the unix command and decrypt the myriad of arguments
Boiler plate code? Enter cht.sh command line!
You don’t need GitHub Copilot to find boilerplate code.