Alteryx for Healthcare
1h 58mAdvanced2023-04-11
Authors
Kishan Iyer
Content Engineer, DevOps Expert, and Google Cloud Platform Power User
Course details
In this course, Kishan Iyer shows you how to use Alteryx Designer—an intuitive, drag-and-drop, no-code/low-code tool to build preparation and analytics workflows—to perform healthcare-specific analysis and prediction tasks. Kishan covers the ins and outs of how to utilize the computer software in a healthcare context, starting with an overview of Alteryx–how to install it, its features, and its pros and cons. He then shows how to create Alteryx workflows, perform logistic and linear regressions, and finally, how to classify images in Alteryx—a particularly useful function for analysis work in the healthcare sector.
Skills covered
AlteryxBusiness AnalyticsAdvancedData AnalysisData ScienceBusiness Analysis and StrategyBusiness Software and Tools
Concepts
0. Introduction
- 01 - Quick overview of Alteryx
1. Understanding and Installing Alteryx
- 02 - Alteryx workflows
- 03 - Using Alteryx
- 04 - Downloading the Alteryx installation files
- 05 - Installing Alteryx Designer desktop
2. Exploring and Creating Alteryx Workflows
- 06 - Exploring the sample workflows
- 07 - Loading data into a workflow
- 08 - Changing the annotation for a tool
- 09 - Using the Select and Auto Field tools
- 10 - Performing a group by operation
- 11 - Joining data from different sources
3. Performing Logistic Regression in Alteryx
- 12 - Creating data samples
- 13 - Configuring a logistic regression model
- 14 - Analyzing high-risk patients
4. Performing Linear Regression in Alteryx
- 15 - Generating summary statistics
- 16 - Analyzing numeric fields
- 17 - Using a linear regression model
5. Classifying Images in Alteryx
- 18 - Loading images into a workflow
- 19 - Classifying blood cells
- 20 - Evaluating the model
- 21 - Rebuilding the model
Conclusion
- 22 - Summary and next steps