29 Data Science Articles from Oct 2022
/“The Pentagon needs an intelligent decision support system to assist with analyzing all the data available without causing information overload for the analyst while detecting nuances and subtleties an analyst may not observe.” Read more.
Russia's anti-satellite threat tests laws of war in space
The Space Force & US Space Command could see action if Russia follows through on threats to target commercial satellites assisting Ukraine’s defense of its homeland. Read more.
SpaceX Amazon & FCC discuss satellite spectrum rulemaking
Senior Russian foreign ministry warns that the commercial satellites used by the US & its allies could become "legitimate" targets for retaliatory action by Russia. Read more.
Understanding graph neural networks & how they “apply the predictive power of deep learning to rich data structures that depict objects and their relationships as points connected by lines in a graph.” Read more.
How linear regression is used in machine learning
Linguists believed that learning language is impossible without a built-in grammar template. New AI models prove otherwise. Read more.
The value of imaginary numbers in quantum ideas to describe the hidden shape of the universe. Read more.
NSA cybersecurity director's 6 takeaways from the war in Ukraine
Artificial intelligence explainability according to MIT: “the ability to manage AI initiatives in ways that ensure models are value-generating, compliant, representative, and reliable” Read more.
Military research groups are buying advanced US software products & selling them on, boosting China’s hypersonic missile program—despite export controls designed to prevent resales to foreign entities. Read more.
FCC tightens rules on space junk: the five-year limit for getting rid of dead satellites could slow the growing orbital litter problem—if companies will abide by it. Read more.
Surprise discovery of radio signals could help track space junk and limit global security risks
The future of military satellite communications starts now
Ukraine Lessons for Naval Intelligence's Next War
Russia launches three satellite deployment missions in one week
An update on the space race matching smartphones with low-orbit satellites
Radiation from outer space could affect the computers on satellites
The charge required to corrupt data is getting smaller all the time, meaning it is actually getting easier for cosmic rays to have this effect. Read more.
3 Simple Ways to Speed Up Your Python Code
“Sweeping change is coming to the U.S. Army’s fleet of fixed-wing intelligence-gathering aircraft over the next several years.” Read more.
The war in Ukraine has underlined the growing importance of space to armies on the ground
“For serious software development, the no-code/low-code approach doesn’t work when you need to develop mission critical software. It is even more far-fetched, then, to have only citizen data scientists running your AI/ML.” Read more.
What will happen to the space debris in orbit?
10 things journalists should know About AI
The NRO is “redefining how it works with the US Space Force and the US Space Command” to “expand the NRO’s space-based intelligence surveillance and reconnaissance” as it faces a “more complex near-peer adversary environment.” Read more.
How to create satellite imagery datasets and how to apply a classification model to them based on convolutional neural networks. Read more.