Month: May 2020
How To Verify The Memory Loss Of A Machine Learning Model – Analytics India Magazine
It is a known fact that deep learning models get better with diversity in the data they are fed with. For instance, data in a use case related to healthcare data will be taken from several providers such as patient data, history, workflows of professionals, insurance providers, etc. to ensure such data diversity. These data…
Artificial Intelligence Outperforms Human Intel Analysts In a Key Area – Defense One
A Defense Intelligence Agency experiment shows AI and humans have different risk tolerances when data is scarce. In the 1983 movie WarGames, the world is brought to the edge of nuclear destruction when a military computer using artificial intelligence interprets false data as an imminent Soviet missile strike. Its human overseers in the Defense Department, unsure…
How Close We Are to Fully Self-Sufficient Artificial Intelligence – Interesting Engineering
If you followed the world of pop-culture or tech for some time now, then you know that advances in artificial intelligence are heating up. In reality, AI has been the talk of mainstream pop-culture and sci-fi since the first Terminator movie came out in 1984. These movies present an example of something called “Artificial General…
dotData AI-FastStart: Adding AI/ML models to BI stacks and predictive analytics apps
dotData, focused on delivering full-cycle data science automation and operationalization for the enterprise, announced dotData AI-FastStart, a new all-inclusive bundle of technology and services that includes a one year license to a fully-hosted version of dotData’s autoML 2.0 platform, plus training and support. Available exclusively to North American customers who are not existing dotData clients,…
Artificial Intelligence Outperforms Human Intel Analysts In This One Key Area
In the 1983 movie WarGames, the world is brought to the edge of nuclear destruction when a military computer using artificial intelligence interprets false data as an indication that a Soviet missile strike is imminent. Its human overseers in the Defense Department, unsure if the data is real or not, can’t convince the AI that…
A foolproof way to shrink deep learning models
As more artificial intelligence applications move to smartphones, deep learning models are getting smaller to allow apps to run faster and save battery power. Now, MIT researchers have a new and better way to compress models. It’s so simple that they unveiled it in a tweet last month: Train the model, prune its weakest connections, retrain the…