Monthly Archives

June 2017

6 areas of AI and Machine Learning to watch closely

By sampling from this high-dimensional distribution, generative models output new examples that are similar to the training data.These include long-short term memory networks (a recurrent neural network variant) that are capable of processing and predicting time series, DeepMind’s differentiable neural computer that combines neural networks and…
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Deep Learning Papers Reading Roadmap

(ResNet,Very very deep networks, CVPR best paper) Hinton, Geoffrey, et al. "Deep neural networks for acoustic modeling in speech recognition: The shared views of four research groups.""Speech recognition with deep recurrent neural…

I’m Not Scared of #DevOps

Unexpected crashes of websites upon new rollouts still lead to "War Room" situations - despite all the good efforts of DevOps and Agile riding the DevOps train: Many of our production customers that made it through the firefighting mode…

A Visual Introduction to Machine Learning

Using a data set about homes, we will create a machine learning model to distinguish homes in New York from homes in San Francisco.Let’s say you had to determine whether a home is in San Francisco or in New York.In machine learning terms,…