Apache Beam Summit 2020

Apache Beam for deep learning

A hands-on workshop demonstrating how to use Apache Beam and Tensorflow to build deep learning pipelines; from building training datasets to serving predictions.

Deep Learning

Grokking the R in RNN

Many conceptual diagrams I've seen explaining RNNs are "flattened", which can be very confusing. Follow along a simple PyTorch tutorial that hopefully builds an inuitive understanding of how RNNs really work.

Career

Becoming a data scientist and bootcamps

My thoughts on transitioning to a career in data science and attending a bootcamp.

Visualization

Visualization of healthcare spending in Canada

An interactive D3 visualization of the distribution of Canadian healthcare spending by sector and usage over the last four decades.