Introduction to Alteryx
Overview of Alteryx and Its Uses
Alteryx Designer Interface
Workflows and Tool Palettes
Importing and Exporting Data
Saving and Sharing Workflows
Data Preparation
Input Data Tools
Data Cleansing Techniques
Sorting and Filtering Data
Handling Missing Values
Data Type Conversion
Data Blending
Joins (Inner, Outer, Left, Right)
Union and Append Data
Fuzzy Matching Techniques
Using the Find Replace Tool
Cross-Tab and Transpose Data
Data Transformation
Formula Tool and Expressions
Multi-Row Formula Tool
Data Summarization
Using the Parse Tools (Text to Columns, RegEx)
Date and Time Functions
Data Analysis
Creating Pivot Tables
Using the Summarize Tool
Running Basic Statistical Analyses
Correlation and Regression Tools
Predictive Analytics with Alteryx
Spatial Analytics
Introduction to Spatial Data
Creating and Using Spatial Objects
Spatial Matching
Distance and Drive Time Calculations
Trade Area Analysis
Reporting and Visualization
Creating Basic Reports
Designing Interactive Dashboards
Using the Charting Tools
Creating and Customizing Maps
Exporting Reports (PDF, Excel, HTML)
Macros and Apps
Introduction to Macros
Creating and Using Standard Macros
Batch Macros and Iterative Macros
Building Analytical Apps
Interface Design and User Inputs
Advanced Data Handling
Working with Large Data Sets
In-Database Tools and Operations
Using Alteryx with Big Data (Hadoop, Spark)
Data Sampling Techniques
Optimization and Performance Tuning
Integrating with Other Tools
Alteryx and Tableau Integration
Connecting to SQL Databases
Using the R Tool for Advanced Analytics
Python Integration in Alteryx
API and Web Data Integration
Error Handling
Troubleshooting and Error Handling
Best Practices and Case Studies
Workflow Documentation and Annotation
Reusable Workflow Components
Collaborative Workflows and Version Control
Real-World Use Cases and Applications
Peer Review and Workflow Critique