Data Models, PivotTables, and Power Query in Excel - Advanced Data Analysis Techniques

סקירה כללית

Join us in an advanced exploration of Excel's powerful data analysis tools. Our comprehensive course on Data Models, PivotTables, and Power Query is designed to elevate your analytical capabilities.

Through this instruction, transform intricate datasets into clear insights, learning how to create robust data relationships, efficiently clean data, and craft impactful analytical reports.

Provided by YouTube, this course is tailored for professionals in the realms of Artificial Intelligence and Business, eager to harness Excel for enhanced decision-making and strategic planning. Dive deep into the art of meaningful data transformation and reporting.

סילבוס

• Introduction to Advanced Data Analysis in Excel
Overview of Excel's Advanced Data Tools
Understanding Data Models, PivotTables, and Power Query
• Data Models in Excel
Defining and Using Data Models
Creating Relationships Between Tables
Leveraging Data Models for Analysis
• Advanced PivotTables Techniques
Building Complex PivotTables
Using Calculated Fields and Items
Creating Custom PivotTable Layouts and Styles
Analyzing Data with PivotCharts
• Power Query Foundations
Introduction to Power Query
Importing and Connecting Data from Multiple Sources
Power Query Editor Interface and Functions
• Data Transformation and Cleaning
Defining and Applying Transformations
Handling Missing and Duplicate Data
Merging and Appending Queries
Advanced Data Shaping Techniques
• Integrating Data Models, PivotTables, and Power Query
Combining Power Query and Data Models
Utilizing Power Query in PivotTables
Best Practices for Data Integration
• Advanced Reporting and Analysis
Creating Dynamic Dashboards
Building Interactive Reports with Slicers and Timelines
Using DAX for Calculated Columns and Measures
• Real-World Applications and Case Studies
Case Study: Sales Data Analysis
Case Study: Financial Data Modeling
Case Study: Operational Metrics Reporting
• Course Conclusion and Resources
Best Practices for Maintaining Data Models
Resources for Continuing Learning in Advanced Excel Techniques
Final Project: Design a Comprehensive Analysis Report
• Additional Resources
Recommended Books and Online Courses
Community Forums and Support Channels

---

נושאים

Business