Deploying BERT on the Kubenetes to perform sentiment analysis

Technologies employed:

  1. Fine Tuning open-sourced BERT (Tensorflow): Containerised

  2. IEX and Twitter streaming data feeds: Redis : pub/sub Containerised

  3. Docker and Kubernetes: Container and Orchestrator

image

For delailed instructions see the blog post

https://towardsdatascience.com/deploying-bert-using-kubernetes-6ddca23caec5