Summary: Got a good AUC on your hold out data? Think that proves that it’s safe to put the model into production. This article shows you some of the pitfalls in this new era of black box Deep Learning Neural Nets and a method for identifying potentially devastating errors.
Summary: Sensors that know how you feel? Sensors that want to change the way you feel? When did that happen and better yet how?
We’re getting used to sensors finding out what we’re doing. Apparently they are now sufficiently sophisticated that they can even tell if I’m sitting up straight (yes Mom – BTW using a camera is almost…Continue
Summary: Which of these terms means the same thing: AI, Deep Learning, Machine Learning? Are you sure? While there’s overlap none of these is a complete subset of the others and none completely explains the others.
Take this quiz.
Which of the following are substantially the same things?
B. Deep Learning
C. Machine Learning
(Select your answer)
1. A and B
2. B and C
3. A and…Continue
Summary: The most important developments in Deep Learning and AI in the last year may not be technical at all, but rather a major change in business model. In the space of about six months all the majors have made their Deep Learning IP open source, hoping to gain on the competition from the power of the broader developer base and wide adoption.
Summary: Deep learning and Big Data are being adopted in law enforcement and criminal justice at an unprecedented rate. Does this scare you or make you feel safe?