A user-friendly ML platform that lets non-experts upload datasets, receive model suggestions, schedule training, and deploy models for real-time predictions
As a user, I would like to train a decision tree model. I want to be able to go to my dataset, select a label, choose amongst some pair of hyperparameters, and train a Decision Tree model.
Persona
Existing users looking to train a model.
Feature
Be able to run a training job through our app, specifically for a decision tree model.
Business Value
Users can train a new model type from our app for datasets with categorical labels.
Tasks
Script takes in input hyperparameters
Script loads the dataset
Script initializes a decision tree 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.
User Story
As a user, I would like to train a decision tree model. I want to be able to go to my dataset, select a label, choose amongst some pair of hyperparameters, and train a Decision Tree model.
Persona
Existing users looking to train a model.
Feature
Be able to run a training job through our app, specifically for a decision tree model.
Business Value
Users can train a new model type from our app for datasets with categorical labels.
Tasks
Acceptance Criteria
Acceptance Tests