Dustin StansburySingular Value Decomposition: The Swiss Army Knife of Linear AlgebraThis post originally published with math, code examples, and figures at https://dustinstansbury.github.io on August 10, 2020.Aug 10, 2020Aug 10, 2020
Dustin StansburyA Gentle Introduction to Artificial Neural NetworksThis content was originally published with python code and additional figures at https://dustinstansbury.github.io on July 13, 2020.Jul 13, 2020Jul 13, 2020
Dustin StansburyCutting Your Losses: Loss Functions & the Sum of Squared Errors LossOriginally published at https://dustinstansbury.github.io on June 30, 2020.Jun 30, 2020Jun 30, 2020
Dustin StansburyinTowards Data ScienceKeeping It Classy: How Quizlet uses hierarchical classification to label content with academic…Quizlet’s community-curated catalog of study sets is massive (300M and growing) and covers a wide range of academic subjects. Having such…Jan 14, 2019Jan 14, 2019
Dustin StansburyinTech @ QuizletGoing with the Flow: How Quizlet uses Apache Airflow to execute complex data processing pipelinesA Four-part SeriesMay 2, 20171May 2, 20171
Dustin StansburyHow Quizlet uses Apache Airflow in practicePart Four of a Four-part SeriesMay 2, 20177May 2, 20177
Dustin StansburyUnderstanding Apache Airflow’s key conceptsPart Three of a Four-part SeriesMay 2, 20179May 2, 20179
Dustin StansburyinTowards Data ScienceWhy Quizlet chose Apache Airflow for executing data workflowsPart Two of a Four-part SeriesMay 2, 20173May 2, 20173
Dustin StansburyBeyond CRON: an introduction to Workflow Management SystemsPart One of a Four-part SeriesMay 2, 20174May 2, 20174