IBM Watson Studio is a collaborative platform that enables data scientists, developers and analysts to build, train and deploy machine learning models. It supports a variety of data sources, enabling teams to streamline their workflows. With advanced features like automated machine learning and model monitoring, Watson Studio users can manage their models throughout the development and deployment lifecycle.
Demand group:
["Improve model quality", "Enable model monitoring", "Improve work efficiency", "Manage model risk", "Deploy explainable AI", "Manage compliance risk"]
Example of usage scenario:
Wunderman Thompson uses AutoAI to make predictions at scale
Highmark Health improves predictions by monitoring models
IBM joins ecosystem partners to launch Watson Studio
Product features:
Automated AI lifecycle
Advanced data refinement
Open source Notebook support
Integrated visualization tools
Model training and development
Extensive open source framework
Embedded decision optimization
Model management and monitoring
Model risk management
AI tools are software or platforms that use artificial intelligence to automate tasks.
AI tools are widely used in many industries, including but not limited to healthcare, finance, education, retail, manufacturing, logistics, entertainment, and technology development.?
Some AI tools require certain programming skills, especially those used for machine learning, deep learning, and developing custom solutions.
Many AI tools support integration with third-party software, especially in enterprise applications.
Many AI tools support multiple languages, especially those for international markets.