DATA S HEETApproachable. Explainable. Powerful.

Intuitive, Approachable AutoML
Scale data science across your business with automatedmachine 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 theorganization 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 ofcandidate 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 yourbusiness 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 isbehaving and why certain predictions are being made builds
trust and transparency.

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Alteryx Machine Learning Datasheet

W I T H A LT E R YX M A C H I N ELEARNING, YOU CAN:

Create Models and Insights
Answer critical business questions
with automatic guidance from aninsights-first model development
process.
Generate Trustworthy Predictions
Enhance analyses with
understandable, explainablepredictions built on leading opensource data science libraries.
Accelerate Time to Value
Drive business decisions withmachine learning by adding model
predictions to any analytic process
in an end-to-end platform.

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 foraccelerating innovation, many of the methods used inAlteryx Machine Learning rely on Alteryx Open Source
packages. These include Woodwork, Featuretools, andEvalML — all of which are available on GitHub.
With over a million downloads, data scientists around theworld 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 wellwithout proper data preparation.
Rather than manually investigating and transforming
your data for machine learning, get straight to modelingby automating training-data preparation with a native
integration to Alteryx Designer, our self-service datapreparation and analytics solution.
Generating a prediction is just the beginning. Alteryx
Machine Learning also includes integrated data healthchecks and provides a holistic view into readinessfor modeling.

Quickly and Easily Drive Models Into Action
Turn your machine learning predictions into businessdecisions 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.
A B O U T A LT E R YX
As a global leader in analytic process
automation (APA), Alteryx unifies
analytics, data science and businessprocess automation in one, end-toend platform to accelerate digitaltransformation. Organizations of all
sizes, all over the world, rely on theAlteryx Analytic Process Automation
Platform to deliver high-impact
business outcomes and the rapid
upskilling of their modern workforce.
alteryx.com
Alteryx is a registered trademark of Alteryx, Inc.

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, andpowerful machine learning built for everyone.