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Power Query Syllabus – Zenth Smart Learn

Power Query Syllabus

Complete course for professionals aiming to master data cleaning, transformation, and automation using Power Query in Excel and Power BI.

Module 1: Introduction to Power Query

  • What is Power Query?
  • Importance of Data Cleaning and Transformation
  • Power Query vs. Traditional Excel Functions
  • Navigating Power Query Interface
  • Installing and Accessing Power Query (Excel & Power BI)

Module 2: Data Import & Connection

  • Importing Data from:
    • Excel Files
    • Text/CSV Files
    • Web Pages
    • Databases (SQL Server, Access, etc.)
  • Understanding Queries & Query Editor
  • Refreshing Data Automatically

Module 3: Data Transformation Basics

  • Removing Duplicates and Errors
  • Filtering Rows and Columns
  • Sorting Data
  • Changing Data Types
  • Splitting and Merging Columns
  • Renaming Columns for Clarity

Module 4: Advanced Data Transformation

  • Using Conditional Columns
  • Grouping Data
  • Pivoting and Unpivoting Columns
  • Custom Columns with Simple Formulas
  • Fill Down & Fill Up Techniques

Module 5: Working with Multiple Tables

  • Appending Queries (Vertical Combine)
  • Merging Queries (Horizontal Combine)
  • Understanding Join Types: Inner, Left, Right, Full
  • Resolving Data Mismatch Issues

Module 6: Introduction to M Language (Optional)

  • What is M Language?
  • Editing M Code for Custom Transformations
  • Basic Syntax and Functions
  • Practical Examples of M Code Usage

Module 7: Automating Data Processes

  • Refreshing Queries Automatically
  • Creating Reusable Queries
  • Using Parameters in Queries
  • Best Practices for Workflow Automation
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