Chris RawlesinTowards Data ScienceHow to deploy interpretable models on Google Cloud PlatformPosted by Chris Rawles, Michael Munn, and Michael Abel.Feb 24, 2020Feb 24, 2020
Chris RawlesinTowards Data ScienceHow to normalize features in TensorFlowTL;DR When using tf.estimator, use the normalizer_fn argument in tf.feature_column.numeric_feature to normalize using the same parameters…Jul 17, 20186Jul 17, 20186
Chris RawlesinTowards Data ScienceHow to train Machine Learning models in the cloud using Cloud ML EngineAnd how to artfully write a task.py using the docopt packageMay 23, 20184May 23, 20184
Chris RawlesinTowards Data Sciencetf.keras and TensorFlow: Batch Normalization to train deep neural networks fasterTraining deep neural networks can be time consuming. In particular, training can be significantly impeded by vanishing gradients, which…Feb 26, 20183Feb 26, 20183
Chris RawlesinBuilt to AdaptHow Curry Ball Will Impact March Madness BracketsA Pivotal data scientist digs into how the NBA 3 point trend has trickled down to the NCAA, and whether data can lead us to a better…Mar 9, 2017Mar 9, 2017