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Python

Multiprocessing Snippet in Python

Sometimes it's nice to just have a simple function that does unordered multiprocessing in Python with a progress bar. Is that too much to ask? Because I found myself writing this again and again, here it is so that you may copy and paste indiscriminately. from typing import

Deploying Your Data Science Projects in JavaScript

Deploying Your Data Science Projects in JavaScript

Pushing a React client, Python JSON API, and SSL certificate from Let's Encrypt to DigitalOcean in an hour For my latest project, I decided to use React for most of my exploratory data analysis (EDA) and needed a drop-dead simple JSON API for serving up the necessary data

Data Science from Concept to Production: A Case Study of Automatic Building Footprint Segmentation

Data Science from Concept to Production: A Case Study of Automatic Building Footprint Segmentation

Using Deep Learning and Computer Vision techniques, aerial imagery can be analyzed to automatically predict or augment structure annotations in both form and area...

Testing for the Data Scientist

Testing for the Data Scientist

As I delve into data science more myself, I am surprised at the unfortunate inattention paid to the lessons already learned by software engineers, particularly around testing and clean code.