Tyler WalkerDiscovering Latent Clusters with K-meansAs humans, we like to think things in the world fall neatly into discrete categories. These are bananas, those are papayas, these are…May 27, 2018May 27, 2018
Sabesan SathananthanAmazing Amazon goI don’t know how many of you know about Amazon go. It is a smart store and it has most advanced shopping technology. Here I just introduce…May 26, 2018May 26, 2018
Tyler WalkerLearning By Rolling DownhillLet’s say we have some data generated by the function y = 2x + 1.May 21, 2018May 21, 2018
Tyler WalkerBayesian Learning: An interactive exampleLet’s say you have a set of hypotheses about the world. As you encounter data, it becomes more likely that one of them represents the real…May 18, 2018May 18, 2018
Tyler WalkerProbabilistic Models of LanguageThe Chomskian revolution in language ignited an expansion of mathematical and formal logic models into the domain of language. If language…May 14, 2018May 14, 2018