What is Data Science Experience (DSX)?

Data Science Experience (DSX) is a collaborative data science environment with tools (Jupyter, R, Scala) to discover and share insights. Run it on IBM Cloud, your private cloud, or on your desktop.

Data Science Experience features

Machine and deep learning

Create different models and compare the results. Run automated experiments and self-learning models with an integrated Watson Machine Learning engine.

Open source technologies

Use the same Jupyter notebooks you know and love, with Python, R, and Scala. Jump-start your R experience with a free, open-source RStudio tool. Scale on demand with Apache Spark and create while you learn.

Easy visualizations

No programming required! Create machine learning models using visual modeling tools and quickly identify patterns, gain insights, and make decisions faster. Choose from IBM tools such as PixieDust and Brunel.

Data Science Experience benefits


Do your work in one place, without ever leaving the site.

Data connections

Connect to more than 30 types of data stores as part of the Watson Data Platform.

Community help

Harness the power of shared data sets, notebooks, articles, and more.

Gartner names IBM a leader for 2017 Data Science Platforms Magic Quadrant

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