In this module, you will investigate techniques for developing machine learning models used in text analytics. You will do this by applying two different text analytics scenarios demonstrating some of its most important aspects - movie classification and claim classification.
In this module, you will:
Identify the different techniques for performing text analytics using Azure Databricks.
Train and evaluate multiple machine learning models for text classification.
Create a text classifier using deep learning.
You'll need an Azure subscription. If you don't have an Azure subscription, create an account and add a subscription before you begin. The Azure free trial subscription type will not work with Databricks, but the exercises can be completed for free using the Databricks 14 day free trial offer on a pay-as-you-go subscription. Instructions for using the free trial offer are included in the exercises.