Mastering Data Analytics with Alteryx: A Comprehensive Online Course

Course Syllabus: Alteryx Fundamentals

Module 1: Introduction to Alteryx

• Overview of Alteryx Platform and its Capabilities
• Understanding Alteryx Interface and Navigation
• Setting Up Alteryx Designer and Alteryx Server Environment
• Exploring Alteryx Tools and Workflow Canvas

Module 2: Data Preparation in Alteryx

• Importing Data into Alteryx from Various Sources: Excel, CSV, Database, etc.
• Data Cleansing and Transformation Techniques in Alteryx
• Handling Missing Values, Duplicates, and Outliers
• Normalizing and Standardizing Data for Analysis

Module 3: Data Blending and Joining

• Combining Data from Multiple Sources using Alteryx Join Tools
• Implementing Joins, Union, and Append Operations
• Handling Data Aggregation and Grouping in Alteryx
• Resolving Data Mismatch and Inconsistencies

Module 4: Advanced Data Transformation Techniques

• Implementing Advanced Data Transformation using Alteryx Formula Tools
• Utilizing Regular Expressions and Parsing Functions
• Performing Text Analytics and Sentiment Analysis
• Implementing Spatial Analytics and Geospatial Analysis in Alteryx

Module 5: Data Parsing and Parsing Tools

• Introduction to Parsing Concepts in Alteryx
• Using Text-to-Columns Tool for Data Parsing
• Implementing Custom Parsing Logic with Formula Tools
• Handling Complex Data Structures and Hierarchies

Module 6: Data Aggregation and Summarization

• Implementing Data Aggregation and Summarization Techniques in Alteryx
• Using Summarize Tool for Grouping and Aggregating Data
• Performing Statistical Analysis and Calculations in Alteryx
• Generating Summary Statistics and Key Metrics

Module 7: Data Cleansing and Quality Assurance

• Implementing Data Quality Checks and Validation in Alteryx
• Handling Data Cleansing and Standardization using Alteryx Tools
• Identifying and Resolving Data Quality Issues
• Implementing Data Profiling and Data Quality Reporting

Module 8: Spatial Analytics and Location Intelligence

• Understanding Spatial Analytics Concepts in Alteryx
• Importing and Analyzing Geospatial Data in Alteryx
• Performing Spatial Joins and Proximity Analysis
• Visualizing Geospatial Data using Alteryx Maps and Insights

Module 9: Workflow Automation and Batch Processing

• Automating Workflows in Alteryx using Batch Macros
• Creating Reusable Workflow Components with Macros
• Implementing Iterative and Conditional Workflows
• Scheduling and Running Alteryx Workflows in Batch Mode

Module 10: Collaboration and Sharing in Alteryx

• Collaborating on Alteryx Workflows with Team Members
• Sharing Alteryx Workflows and Analytical Apps
• Utilizing Alteryx Gallery for Workflow Sharing and Collaboration
• Implementing Version Control and Change Management in Alteryx

Each module will include hands-on exercises, projects, and assessments to reinforce learning and practical application of Alteryx concepts.