How to Use ModelArts
ModelArts is a one-stop development platform for AI developers. It helps AI developers quickly build models and deploy the models on the device, edge, and cloud, facilitating lifecycle management of AI development.
ModelArts supports automated learning, namely, ExeML, and provides multiple pre-trained models. In addition, it integrates Jupyter Notebook to provide online code development environments.
Selecting a Use Mode Based on Your Experience
- If you are a service developer and have no AI development experience, you can use ExeML of ModelArts to build an AI model from scratch. For details, see Service Developers: Using ExeML to Build Models.
- If you are an AI beginner and have basic knowledge about AI development, you can use your service data to retrain a built-in ModelArts algorithm to obtain a new model. For details, see AI Beginners: Using a Built-in Algorithm to Build Models.
- If you are an AI engineer and are familiar with code compilation and debugging, you can use the online code development environment provided by ModelArts to compile training code for AI model development. For details, see Modeling with MXNet and Modeling with Notebook.