As a user, I would like to train a linear regression model. I want to be able to go to my dataset, select a numerical label, and train a Linear Regression model.
Persona
Existing users looking to train a model.
Feature
Be able to run a training job through our app, specifically for a linear regression model.
Business Value
Users can train a new model type from our app for numerical datasets and regression problems.
Tasks
Script takes in input hyperparameters
Script loads the dataset
Script initializes a model & trains on the dataset
Script saves/uploads the trained model
Acceptance Criteria
Will NOT implement integration with our Rails app. Simply ML scripts to train a given model.
Acceptance Tests
Users can schedule a Linear Regression model training
User Story
As a user, I would like to train a linear regression model. I want to be able to go to my dataset, select a numerical label, and train a Linear Regression model.
Persona
Existing users looking to train a model.
Feature
Be able to run a training job through our app, specifically for a linear regression model.
Business Value
Users can train a new model type from our app for numerical datasets and regression problems.
Tasks
Acceptance Criteria
Acceptance Tests