Scaling Machine Learning on Industrial Time Series with Cloud Bigtable and AutoML (Cloud Next ’18)


The saying goes that machine learning is about data and algorithms, but mostly data. In a real-world industrial setting, this data is usually messy, error-laden, and inconsistent. This session will present how Cognite is using a wide range of tools in Google Cloud Platform, including Cloud Bigtable, Cloud PubSub, Cloud SQL and AutoML, to address the key pain points in a scalable machine learning workflow:

– Live data preparation and aggregation.

– Data contextualization at scale.

– Implementation and operationalization of models.

IO223

Event schedule → http://g.co/next18

Watch more Infrastructure & Operations sessions here → http://bit.ly/2uEykpQ
Next ‘18 All Sessions playlist → http://bit.ly/Allsessions

Subscribe to the Google Cloud channel! → http://bit.ly/NextSub


Duration: 44:54
Publisher: Google Cloud
You can watch this video also at the source.