News

Exploring Featuretools: Automated Feature Engineering for Machine Learning

This article was written by Digan P and originally appeared on the Alteryx Engine Works Blog here: https://community.alteryx.com/t5/Data-Science/Exploring-Featuretools-Automated-Feature-Engineering-for-Machine/ba-p/727657

 

In this post, I'll show you an example of how you can use Featuretools to automatically generate new features for use in machine learning.

Exploring EvalML: Automatically Build, Optimize and Evaluate Models

This article was written by Digan P and originally appeared on the Alteryx Engine Works Blog here: https://community.alteryx.com/t5/Data-Science/Exploring-EvalML-Automatically-Build-Optimize-and-Evaluate/ba-p/727749

 

This post takes you on a guided tour of using EvalML to build and evaluate supervised machine learning pipelines.

Using Text Data in EvalML with Woodwork

This article was written by Angela Lin and originally appeared on the Alteryx Engine Works Blog here: https://community.alteryx.com/t5/Data-Science/Using-Text-Data-in-EvalML-with-Woodwork/ba-p/731608

 

Text can be a rich and informative type of data.

How to Use Automated Feature Engineering in Alteryx Intelligence Suite

This article was written by HwasuK and originally appeared on the Alteryx Engine Works Blog here: https://community.alteryx.com/t5/Data-Science/How-to-Use-Automated-Feature-Engineering-in-Alteryx-Intelligence/ba-p/715725

 

We are thrilled to announce a major new automated machine learning capability in Alteryx Intelligence Suite with the 2021.1 release: Feature Engineering.

Metric Matters, Part 2: Evaluating Regression Models

This article was written by Susan CS and originally appeared on the Alteryx Engine Works Blog here: https://community.alteryx.com/t5/Data-Science/Metric-Matters-Part-2-Evaluating-Regression-Models/ba-p/722596

 

Welcome to part 2 of our discussion of metrics for evaluating your machine learning models! If you missed part 1 and would like a general intro to the meaning of “metrics,” plus a deep dive into the metrics often used for classification models, be sure to check out that post.

Metric Matters, Part 1: Evaluating Classification Models

This article was written by Susan CS and originally appeared on the Alteryx Engine Works Blog here: https://community.alteryx.com/t5/Data-Science/Metric-Matters-Part-1-Evaluating-Classification-Models/ba-p/719190

 

Imagine taking a 100-question multiple-choice test and giving the right answer to 85 questions.

Introducing Alteryx Open Source

This article was written by Susan CS and originally appeared on the Alteryx Data Science Blog here: https://community.alteryx.com/t5/Data-Science/Introducing-Alteryx-Open-Source/ba-p/703289

 

At Alteryx, we believe in the power of open source to drive data science and analytics innovation that is accessible to anyone, anywhere.

Monitoring Record Count Through an Alteryx Workflow

This article was written by Susan CS and originally appeared on the Alteryx Engine Works Blog here: https://community.alteryx.com/t5/Engine-Works/Monitoring-Record-Count-Through-an-Alteryx-Workflow/ba-p/704344

 
Count Records and Test Tools
Have you ever built a workflow only to find out later that you’re losing a bunch of your records after trying to Join a couple files together?  Do you ever wish you could check the number of records as they pass through your workflow, and be alerted when records get dropped?  Or even stop the workflow when there’s a value that is too high or too low?  With Alteryx, you can set up these checkpoints and alerts, and focus on your project instead of spend time trying to find where your workflow is leaking records.

Locating Sustainable Living with Data Science + an Analytic App

This article was written by Susan CS and originally appeared on the Alteryx Data Science Blog here: https://community.alteryx.com/t5/Data-Science/Locating-Sustainable-Living-with-Data-Science-an-Analytic-App/ba-p/706297

 

With more companies accepting that remote work is feasible for their employees, some formerly location-locked workers are exploring new possibilities for places to live.