AI as an API - Codingforentrepreneurs

Learn to create & deploy a custom deep learning algorithm into a production REST API using Python, Keras, FastAPI, & NoSQL.

We're going to be building a production-grade machine learning REST API using a cloud host and DataStax AstraDB to store and retain our inference results.

Code

• Production Version github repo
• Course Reference Version github repo

Guides

• Prepare the Dataset
• Convert Dataset into Trainable Vectors
• Build a Spam Classifier with Keras & Tensorflow
• AI Model Download

Requirements

• Python Experience such as 30 Days of Python
• Datastax Account - Sign up here includes 80GB of storage for free.

This series was produced in partnership with DataStax. DataStax is the primary maintainer of the incredible open source NoSQL database called CassandraDB. AstraDB is the managed Cassandra Database that DataStax runs.