Machine Learning Archives - Software Engineering Daily

Responsibly Deploy AI in Production with Anupam Datta

Once a machine learning model is trained and validated, it often feels like a major milestone has been achieved.  In reality, it’s more like the first lap in a relay race.  Deploying ML to production bears many similarities to a typical software release process, but brings several novel challenges like failing to generalize as expected The post Responsibly Deploy AI in Production with Anupam Datta appeared first on Software Engineering Daily.

Learning Tensorflow.js with Gant Laborde

Machine learning models must first be trained.  That training results in a model which must be serialized or packaged up in some way as a deployment artifact.  A popular deployment path is using Tensorflow.js to take advantage of the portability of JavaScript, allowing your model to be run on a web server or client. Gant The post Learning Tensorflow.js with Gant Laborde appeared first on Software Engineering Daily.

No Code AI for Video Analytics with Alex Thiele

Imagine a world where you own some sort of building whether that’s a grocery store, a restaurant, a factory… and you want to know how many people reside in each section of the store, or maybe how long did the average person wait to be seated or how long did it take the average factory The post No Code AI for Video Analytics with Alex Thiele appeared first on Software Engineering Daily.

Virtual Agents for IT and HR with Dan Turchin

The dream of machines with artificial general intelligence is entirely plausible in the future, yet well beyond the reach of today’s cutting edge technology.  However, a virtual agent need not win in Alan Turing’s Imitation Game to be useful.  Modern technology can deliver on some of the promises of narrow intelligence for accomplishing specific tasks. The post Virtual Agents for IT and HR with Dan Turchin appeared first on Software Engineering Daily.

Autonomous Driving Infrastructure with Vinoj Kumar

Interest in autonomous vehicles dates back to the 1920s. It wasn’t until the 1980s that the first truly autonomous vehicle prototypes began to appear. The first DARPA Grand Challenge took place in 2004 offering competitors $1 million dollars to complete a 150-mile course through the Mojave desert. The prize was not claimed. Since then, rapid The post Autonomous Driving Infrastructure with Vinoj Kumar appeared first on Software Engineering Daily.