Data Science

Machine learning & data science for beginners and experts alike.

Best Practices

Vital Signs: Assessing Data Health and Dealing with Outliers

Learn about the diagnostic powers of the Data Health Tool and find out how to take action on your results, especially outliers you find.

Machine Learning

Using Text Data in EvalML with Woodwork

Learn how EvalML leverages Woodwork, Featuretools and the nlp-primitives library to process text data and create a machine learning model that can detect spam text messages.

Machine Learning

Exploring EvalML: Automatically Build, Optimize and Evaluate...

Go on a guided tour of how EvalML automatically builds, optimizes and evaluates supervised machine learning pipelines.

Machine Learning

Exploring Featuretools: Automated Feature Engineering for Ma...

Let's explore how Featuretools generates new features for use in machine learning — automatically, quickly and easily.

Machine Learning

Beyond Churn: An Introduction to Uplift Modeling

Knowing which customers might churn is helpful, but uplift modeling can give you a new window into the nuances of customers' responses, among other applications.

Alteryx Designer

Free Data Science Tools for Designer: A Gallery Tour

There are even more data science tools available for Alteryx, beyond what you see in your Designer palettes, for statistics, data prep, modeling and more. Here’s a list of freely a...

Machine Learning

Introducing Compose for Prediction Engineering

How to build better training examples in a fraction of the time.

Alteryx Designer

How Spooky is Your City? Mapping and Predicting Scary Stuff

Whether you’re the kind of person who seeks out the spooky or not, guess what: You probably live near some creepy things. Celebrate Halloween with some macabre mapping and petrifyi...

Machine Learning

How Your City Feels, According to Social Media

Use the Alteryx tools you know and love to find out how people feel about local and regional issues.

Machine Learning

Inside the Model Construction Zone with Automatic Mode

Build your model with a click, but also understand what's happening in the construction zone.

Best Practices

Predicting Success for College Classrooms and Football Field...

Each student’s journey through a higher education institution creates lots of data. Use it to build models that support institutional and student success.

Best Practices

What Are Humans Good For? Automation and Ingenuity

Insights from our Twitter chat show how automated processes free up human time and creativity. Maybe they'll also make us better people.