Disclaimer: written by me. I feel that the production side of AI & machine learning gets too little attention; there are some special considerations when deploying models.
Tag Archives: machinelearning
August 20, 2017
August 1, 2017
Yes, Facebook’s AI invented its own language. No, it’s not the end of the world.
Time to stop the scaremongering and clickbait headlines. Disclaimer: written by yours truly.
April 29, 2017
Meet the People Who Train the Robots (to Do Their Own Jobs)
We spoke with five people — a travel agent, a robotics expert, an engineer, a customer-service representative and a scriptwriter, of sorts — who have been put in this remarkable position. More than most, they understand the strengths (and weaknesses) of artificial intelligence and how the technology is changing the nature of work.
Worth a read.
April 23, 2017
Deep Q Learning with Keras and Gym
One of the better tutorials on DQNs I’ve seen.
April 9, 2017
Reading Steffen Rendle’s paper of Factorization Machines (PDF). Not only is the algorithm interesting, the paper itself is worth mentioning because instead of only equations, it includes a real-world example. More ML researchers should take note.
December 5, 2016
Universe
We’re releasing Universe, a software platform for measuring and training an AI’s general intelligence across the world’s supply of games, websites and other applications.
This is a very big deal.