Adobe Experience Platform Data Science Workspace

Data science is hard.

We make it easier.

One of the most difficult things about data is gleaning meaningful insights from it. But Adobe Experience Platform Data Science Workspace makes it easier. With Adobe Sensei machine learning and artificial intelligence, you can unleash insights from your data — and unlock incredible experiences.




Simplify the science behind data.
Shorten the time from data to insights by streamlining the entire data science workflow, from gathering data to authoring models to deploying intelligent services.


Redefine personalization with AI.
Embrace AI-driven optimization in Adobe Experience Platform and take advantage of machine learning in Adobe Sensei to deliver consistent personalized experiences at scale.


Drive your business with valuable experiences.
Build brand loyalty by delivering contextual experiences in order to have meaningful conversations with your customers.

Data Science Workspace Features

Insights are the key to personalized experiences.

Uncovering valuable insights in your data is an extensive process that can take a long time. Data Science Workspace helps you shorten that time. Take advantage of all the benefits of Adobe Sensei technology with sophisticated, easy-to-use tools to rapidly develop, train, and tune machine learning models. Easily create intelligent services and surface the insights and predictions in Adobe products like Adobe Target and Adobe Experience Manager, so you can automate personalized, targeted digital experiences in web, desktop, and mobile apps. Plus, accelerate and simplify the process of finding insights in omnichannel data and applying them to digital experiences back across those channels.


Explore all your organizational data stored in Adobe Experience Platform at once, along with big data and deep-learning libraries like Spark ML and TensorFlow. You can also ingest your own datasets via Experience Data Models (XDM).

Learn more about XDM

Get from data to insights more quickly by accessing all your cross-channel data, cleaning it, and transforming it to create contextual features that can power AI models. Ingest new data or use existing features to help you with data preparation.

Take advantage of prebuilt machine-learning recipes for common business needs like propensity and recommendations. Or choose between building custom recipes from scratch using open-source technologies like Python, R, and more or importing your own recipes.

Experiment flexibly by using recipes to create as many instances as you need, training and scoring each one as many times as you want. As you train them, everything is tracked automatically so you don’t have to.

Create and schedule intelligent services without IT, then Publish them to Adobe I/O as a private API for your team or your partners. Automate periodic training and scoring of these services according to your own schedule using an intuitive UI.

Evaluate intelligent service accuracy and retrain your recipes as needed to improve performance, resulting in continuous optimization.

We protect your data with security processes and controls developed to help us comply with industry-accepted standards, regulations, and certifications.

Real-time machine learning is an exciting new feature in the works. When finished, it will let you deliver highly contextual experiences across all channels in real time with real-time inference and continuous learning.

Adobe Sensei provides continuous intelligence for Adobe Experience Platform. 

Adobe Sensei is the intelligence layer for Adobe Experience Platform. By automating mundane or repetitive tasks and understanding and predicting customer data, Adobe Sensei provides ongoing intelligence that enhances your ability through Adobe Experience Platform to power real-time, personalized customer experiences.

Resources for Data Science Workspace

The future of intelligence at DXC Technology

Read our blog post about how DXC applies AI and machine learning for greater personalization and efficiency.

Smarter AI powers better insights

Smarter AI powers better insights

See how the Adobe Experience Platform is helping Verizon, Best Buy, and DXC.

Deep Data Science

Read this white paper to dig deeper into the details of Experience Platform Data Science Workspace.

Adobe Sensei

See how Adobe Sensei is powering the future of personalized experiences in marketing.


Read out blog post to learn how we’re driving continuous insights and intelligence that enhance real-time customer experiences in Adobe Experience Platform.

Let’s talk about what Adobe Experience Platform can do for your business.

Let’s talk about what Adobe Experience Platform can do for your business.