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Duration 14 hours
Course Outline
Introduction to Alteryx and the Designer Environment
- Overview of the Alteryx Designer interface and workflow canvas
- Configuration of workflows, tool palettes, and workflow properties
- Best practices for saving, documenting, and sharing workflows
Essential Data Preparation Tools
- Input Data and Output Data tools for connecting to CSV, Excel, and databases
- Select, Filter, Sort, and Browse tools for rapid data inspection and pruning
- Practical exercises involving the cleansing of sample datasets
Basic Data Transformation
- Using the Formula tool for calculated fields and conditional logic
- Data Cleansing: managing nulls, trimming, and standardizing values
- Text to Columns and the parsing of delimited fields
Simple Data Combination
- Join and Union tools for combining datasets
- Summarize tool for aggregation and roll-ups
- Hands-on activity: building an end-to-end ETL workflow
Advanced Data Blending and Parsing (Intermediate)
- Effectively blending multiple data sources and file formats
- Parsing semi-structured data: fundamentals of XML and JSON
- Techniques for validating and normalizing blended data
Basic Analytical Tools and Reporting
- Find Replace, Cross Tab, and Transpose tools for data reshaping
- Creating simple reports and exporting results
- Case study: generating a summarized operational report
Introduction to Macros and Reusability
- Types of macros: Standard Macros and their appropriate use cases
- Creating, testing, and packaging reusable macros
- Deploying macros within workflows to simplify processes
Workflow Automation Best Practices
- Organizing workflows using containers and annotations
- Considerations for error handling, logging, and scheduling
- Practical exercise: automating a recurring data preparation task
Summary and Next Steps
Requirements
- A foundational understanding of basic data concepts and spreadsheets
- Familiarity with CSV and Excel file formats
- Basic analytical thinking and problem-solving capabilities
Target Audience
- Data and business analysts
- ETL practitioners and operations personnel
- Professionals responsible for automating routine data processes
Testimonials (1)
What it means to be interactive
Heriberto Prieto Gallego - Essilorluxottica Mexico
Course - Alteryx Advanced
Machine Translated