Machine Learning

Intuitive, Approachable AutoML

Scale data science across your business with automated machine learning (AutoML) and feature engineering, empowering business domain experts to accelerate insights. Rather than relying on data scientists to code complex models, you can quickly build, validate, iterate, and explore machine learning models with a guided user experience.

With Alteryx Machine Learning’s automated insight generation, you’ll quickly uncover hidden signals and key relationships in your data.

However, machine learning can’t make an impact without stakeholders. Quickly share insights and results across the organization with interactive and exportable visualizations that the business can understand and trust. Alteryx Machine Learning makes machine learning intuitive and explainable.

The Power of Deep Feature Synthesis for Model Accuracy

Deep Feature Synthesis is an automated feature engineering method that detects high-quality features by building on the relationships in your data. New features become a part of candidate models explored, including popular algorithms like xgBoost, LightGBM, and ElasticNet.

By providing a curated set of robust algorithms, Alteryx Machine Learning helps you efficiently create models your business can understand, explain, and use for decision-making.

More Accurate and Understandable Models

Without an interpretable model, your results aren’t useful within an organization. Whether you need to satisfy internal policies or external regulations, explaining how a model is behaving and why certain predictions are being made builds trust and transparency.

With Alteryx Machine Learning, users can look at Feature Importance, Partial Dependence plots, Shapley Impact Analysis and explore simulations to better understand how models are behaving and how predictions are being made.

Build Trusted Models Quickly with Pre-defined Feature Libraries

Because open-source technologies are a must-have for accelerating innovation, many of the methods used in Alteryx Machine Learning rely on Alteryx Open Source packages. These include Woodwork, Featuretools, and EvalML — all of which are available on GitHub.

With over a million downloads, data scientists around the world trust these methods, which make them an excellent foundation for your machine learning efforts.

Help Ensure Data Quality

Your machine learning algorithm won’t perform well without proper data preparation.

Rather than manually investigating and transforming your data for machine learning, get straight to modeling by automating training-data preparation with a native integration to Alteryx Designer, our self-service data preparation and analytics solution.

Generating a prediction is just the beginning. Alteryx Machine Learning also includes integrated data health checks and provides a holistic view into readiness for modeling.

Quickly and Easily Drive Models Into Action

Turn your machine learning predictions into business decisions and actions by integrating model predictions into any analytic process with our end-to-end analytics platform, including Designer Desktop, Designer Cloud, and Alteryx Auto Insights.

If you have business processes with unique requirements, you can also quickly export, customize, and integrate models into other business applications.

With Alteryx you can leverage the best-in-class analytic solution for your data science and machine learning needs, including data prep and blend. With Alteryx Machine Learning you now have approachable, explainable, and powerful machine learning built for everyone.