Data Science
A Beginner's Guide to Formatting CSV Data in Python
A pandas-free solution for those unfamiliar with the module.
7 JavaScript Libraries for Data Manipulation, Visualization, and Machine Learning.
7 cool awesome open-source Javascript projects and packages listed in the npm registry to do data science, machine learning, and artificial intelligence.
Understand collate_fn in PyTorch
A beginner-friendly tutorial on how to create batches in PyTorch and how to modify default behavior for our needs.
Analytical Differentiation using Sympy in Python
How to do symbolic differentiation in Python with SymPy
How to Parse Data Tables from a PDF Bank Statement with Python
The image above shows a snapshot of my student life, the flying home during breaks and Uber trips about four years back. We see that the PDF contains a date, a relatively long transaction…
How to Use Glob and Pandas to Read Multiple Filenames
Sometimes we need to work with multiple files. Glob is a handy Python package to read in multiple file names without having to manually write out the names of files. Of course, you could perform the…
How to Split a Large CSV File with Python
A guide to splitting a large CSV file based on input parameters.