Chris RawlesinTowards Data ScienceHow to deploy interpretable models on Google Cloud PlatformPosted by Chris Rawles, Michael Munn, and Michael Abel.7 min read·Feb 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…3 min read·Jul 17, 2018--6--6
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 package5 min read·May 23, 2018--4--4
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…5 min read·Feb 26, 2018--3--3
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…8 min read·Mar 9, 2017----