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

Bitninja


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.