Bring your Watson Studio-based models into production with Watson Machine Learning

Data preparation

Uncover hidden insights in your data with the Data Refinery tool, which provides built-in data cleaning and transformations. Gain access to a tabular view of your data, including visualizations and summary statistics that can help you uncover hidden insights by asking the right business questions of your data.

Explore the data science lifecycle

Watson Studio data preparation screenshot

Data exploration

Using the included dashboarding service, produce stunning visualizations directly from your data in real time. This allows you to illuminate previously unknown patterns, relationships or other actionable findings, and easily share them with your team.

Create and test a visual recognition model

Watson Studio data exploration screenshot

Model development

Test and deploy models, using customizable compute environments that scale up and down with your workflow. Choose from various capacities of Anaconda, Apache Spark and GPU environments.

Try the hands-on lab to create deep learning models

Watson Studio model development screenshot

Model evaluation

Improve your model's performance by visualizing fit between model and data using the model visualization capabilities of IBM SPSS® Modeler.

Walk through the process of building a machine-learning model

Watson Studio model evaluation screenshot

Model deployment

Once your model is ready, deploy and score it with the available Watson™ Machine Learning service.

Learn more

Watson Studio model deployment screenshot

Talk to an expert

Ask about new Watson Studio Desktop options and SPSS Modeler Gold.

Get started on Watson Studio in minutes

Take advantage of machine learning and AI tools to analyze your data.