Alteryx Data Analytics Certification

Module 1: Introduction to Alteryx

• Alteryx Overview
• Features and Capabilities
• Installation and Setup
• User Interface
• Analytics Workflow Concepts

Module 2: Getting Started with Alteryx Designer

• Canvas Navigation
• Workflow Components
• Tool Palette
• Configuration Window
• Workflow Execution

Module 3: Connecting to Data Sources

• Excel Files
• CSV Files
• Databases
• Cloud Data Sources
• Import Best Practices

Module 4: Data Preparation

• Data Cleaning
• Removing Duplicates
• Handling Missing Values
• Data Formatting
• Standardization

Module 5: Data Transformation

• Filtering Data
• Sorting Records
• Parsing Data
• Formula Tool
• Data Type Conversion

Module 6: Joining and Blending Data

• Join Tool
• Union Tool
• Append Fields
• Cross Tab
• Multi-Source Integration

Module 7: Data Profiling

• Data Exploration
• Summary Statistics
• Frequency Analysis
• Data Quality Checks
• Profiling Reports

Module 8: Workflow Automation

• Workflow Design
• Reusable Workflows
• Containers
• Macros Introduction
• Workflow Optimization

Module 9: Advanced Data Preparation

• Multi-Row Formula
• Multi-Field Formula
• Data Cleansing Tool
• Batch Processing
• Data Validation

Module 10: Spatial Analytics

• Spatial Data Concepts
• Mapping Data
• Geocoding Basics
• Spatial Matching
• Geographic Analysis

Module 11: Predictive Analytics

• Regression Models
• Classification Models
• Clustering
• Forecasting Basics
• Model Evaluation

Module 12: Reporting Tools

• Table Tool
• Chart Tool
• Layout Tool
• Report Generation
• Export Reports

Module 13: Data Visualization Preparation

• Preparing Data for Dashboards
• Aggregation
• Data Summarization
• KPI Calculations
• Visualization Best Practices

Module 14: Macros and Applications

• Standard Macros
• Batch Macros
• Iterative Macros
• Analytic Applications
• Workflow Reusability

Module 15: Working with APIs

• API Fundamentals
• REST API Integration
• JSON Parsing
• XML Processing
• Data Extraction

Module 16: Workflow Optimization

• Performance Tuning
• Caching Strategies
• Memory Management
• Workflow Debugging
• Best Practices

Module 17: Scheduling and Automation

• Workflow Scheduling
• Automated Data Refresh
• Batch Execution
• Workflow Monitoring
• Notification Options

Module 18: Data Governance

• Data Security
• Data Validation
• Access Control
• Data Quality Standards
• Audit Trails

Module 19: Collaboration and Sharing

• Workflow Documentation
• Sharing Workflows
• Team Collaboration
• Version Management
• Reusable Assets

Module 20: Integration with BI Platforms

• Power BI Integration
• Tableau Integration
• Excel Reporting
• Database Connectivity
• Enterprise Analytics

Module 21: Real-World Business Analytics

• Sales Analysis
• Financial Reporting
• Customer Analytics
• Operational Analytics
• Marketing Analytics

Module 22: Troubleshooting Workflows

• Error Handling
• Debugging Techniques
• Performance Issues
• Workflow Validation
• Optimization Strategies