Data Science articles - Feb. 2022

Using artificial intelligence to find anomalies hiding in massive datasets

Using Google Maps to track the invasion of Ukraine —the app alerted researchers watching traffic before it hit social media or news sites

Technological advances make hiding military movements in Ukraine difficult—thanks to rapidly updated imagery from commercial satellites in the public domain & the IOT (from fitness trackers to cell phones) 

The role of analysts in Geospatial Intelligence technologies such as Very High Resolution (VHR) images, Synthetic Aperture Radar (SAR) images

Dispelling the mysteries around neural networks in healthcare

A pitch for symbolic AI as a way to meet the shortcomings of machine learning

A new R package for simulation-based calibration of Bayesian models

Assessing the use of deep learning to detect deepfakes

Will the data-centric AI movement replace the shift to deep learning? A look at the attempt to yield “small data” solutions to big issues in AI

Pro tips for organizing, storing, & recalling pieces of Python code—managing code to be reusable

One of the world’s largest constellations of satellites is operated not by a government but by a company—what’s planned for the 100 Spire satellites floating just above Earth’s atmosphere

DeepMind says its new AI coding engine is as good as an average human programmer—more likely is progress but not great results—yet

5 Ways Google Does Data Engineering Differently

“5 things that I actually did at work as a data scientist“

“90% of the data generated is unstructured but only 32% of companies can extract business value from their data”- but you ignore unstructured data at your own risk

While there are plenty of resources talking about pruning neural networks there are few explanations of the code behind it— here is look at the nuts and bolts involved in pruning deep neural networks

Report: U.S. military needs a better way to buy commercial satellite imagery

SpaceX rocket successfully launches US spy satellite

Microsoft researchers say their AI model can create poetry from images