This course introduces principles, algorithms, and applications of machine learning from the point of view of modeling and prediction. It includes formulation of learning problems and concepts of representation, over-fitting, and generalization. These con... (more…)

Over the past few months I have been collecting the best resources on NLP and how to apply NLP and Deep Learning to Chatbots. Every once in awhile, I would run across an exception piece of content…

Doug Eck is a research scientist at Google and he’s working on Magenta, a project making music and art through machine learning. If you want to learn more you can check out Magenta.Tensorflow.org. (more…)

This post introduces Milton Friedman’s 1953 essay The Methodology of Positive Economics which takes the position that economic theories should be evaluated only on their predictions within some specified domain. This article has been called “the most cite... (more…)

The Reproducibility JourneyWhen I first stepped into the field of machine learning, I spent quite a large amount of time on reading papers and trying to implement them. Of course, I was no genius and by implementing I meant git clone and trying to run the... (more…)