Microsoft Power BI
- Overview of Business Intelligence (BI)
- Introduction to Power BI and its components
- Understanding the power BI interface
- Importing data Excel, CSV, database, and other sources
- Data transformation and cleaning techniques
- Building relationships between tables
- Creating calculated columns and measures
- Introduction to DAX (Data Analysis Expressions)
- Exploring different types of visualizations
- Customizing visuals to enhance storytelling
- Creating interactive reports and dashboards
- Time intelligence function in DAX
- Advanced analytics with Quick Insights
- Forecasting in Power BI
- Publishing reports to the Power BI services
- Sharing and collaborating with colleagues
- Setting up and managing security and permissions
- Extracting actionable insights from data
- Using Power BI for strategic decision-making
- Real-world case studies and examples
| Power Query, Power Pivot, Excel- Understanding the Power Query Interface
- Connecting to various data sources
- Basic data transformations and cleaning
- Merging and appending quires
- Using the formula language (M) for custom transformations
- Error handling and data type transformations
- Enabling Power Pivot in Excel
- Creating a simple data model
- Basics of DAX formulas
- Creating relationships between tables
- Writing complex DAX measures and calculated columns
- Utilizing time intelligence function for date-based analysis
- Combining Power Query and Power Pivot for comprehensive data analysis
- Building interactive reports using PivotTable and Pivot Charts
- Applying Power Query and Power Pivot to real-world datasets
- Solving complex data analysis challenges
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