Model Deployment Deep Dive using Containers, Google Cloud Run and App Engine
#datascience #machinelearning #ml
In this webinar, we will be looking at various model deployment option in addition to google cloud platform
We will be deploying the Text classification model trained here - • End to End Text Classification using ...
Code to model training video that is being depoyed - https://github.com/srivatsan88/Natura...
Webinar will cover
Creating Flask application using Python
Best practices building Flask App
Understanding Docker files and Dependencies
Creating container image
Walkthrough of different deployment options
Serverless deep dive
Deploying on GCP App Engine
Deploying on Serverless Framework