Watson Machine Learning on Cloud Pak for Data as a Service
Watson Machine Learning provides a full range of tools and services so that you can build, train, and deploy Machine Learning models. Choose the tool with the level of automation or autonomy that matches your needs, from a fully automated process to writing your own code.
These tools are available with the Watson Machine Learning service:
- AutoAI experiment builder for automatically processing structured data to generate model-candidate pipelines. The best-performing pipelines can be saved as a machine learning model and deployed for scoring.
- Notebooks provide an interactive programming environment for working with data, testing models, and rapid prototyping.
- Deep Learning experiments automates running hundreds of training runs while tracking and storing results.
- Tools to view and manage model deployments.
These related services are often used with Watson Machine Learning and provide complementary features, but they are not required.
Prepare, analyze, and model data in a collaborative environment wth tools for data scientists, developers, and domain experts.