a retail company with customers and would like to predict how much money a customer will spend and what kind of products they are interested in. Conference Abstracts: I have a bunch of conference abstracts and I would like to predict if my abstract is likely to be accepted or reject.
speed and scale • Supports 3 types of Models: Binary classification, Multi-class classification, Regression Models • Has the ability to generate a REST API to access the model • Gives you the ability to Extract the model to test locally AutoML Tables
Testing • By default its a 80(Training), 10(Validation),10 spilt(Testing) - This can be modified • Must have a minimum of 1000 rows • There is the ability to choose your optimization objectives AutoML Tables (Train)
Easy to deploy and lets Google Cloud scale the model for you • Model Size was really large • No way to extract the Model to TF model or TFLite model • Can get very expensive to Train large sets of data. • Can get expensive to deploy model. AutoML Tables (Observations)