From our CEO and co-founder Mike Del Balso, read how the Tecton feature store enables every company to deploy operational ML applications to production. (more…)

How the hyperparameters of our machine learning models are tuned at Canva... (more…)

If you’re in the tech industry at this point in human history you probably hear something about machine learning and artificial intelligence at least once a day. Many companies that have been around…...

Jason Mayes Senior Creative Engineer, Google Machine Learning 101 Feel free to share this deck with others who are learning! Send me feedback here. Dec 2017 Welcome! If you are reading the notes there are a few extra snippets down here from time to time. ... (more…)

ML models often exhibit unexpectedly poor behavior when they are deployed in real-world domains. We identify underspecification as a key reason for these failures. An ML pipeline is underspecified when it can return many predictors with equivalently stron... (more…)