This topic describes how to create an experiment in Machine Learning Platform for AI.
To create an experiment in Machine Learning Platform for AI, perform the following operations:
- Create a project
Machine Learning Studio uses projects to manage resources, permissions, and experiments. You can create one or more experiments for each project.
- Data preparation
Upload raw data to MaxCompute or Object Storage Service (OSS), and configure the data source for the experiment.
- Data preprocessing
Preprocess the raw data to generate model training sets and model prediction sets.
- Data visualization
Visualize the experiment data to obtain data information.
- Algorithm modeling
Use model training sets to perform algorithm modeling and generate a training model.
- Model evaluation
Use the trained model to make predictions of model prediction sets to evaluate the precision of the model.