Mastering Microsoft Power BI: Unleashing Insights - AI/ML

Overview

"Mastering Microsoft Power BI:

From Beginner to Advanced" is a comprehensive course designed to take you from a novice to an expert in using Microsoft Power BI. Whether you're a business professional, data analyst, or aspiring data scientist, this course will provide you with the knowledge and skills to leverage the full potential of Power BI for data analysis and visualization.

Syllabus

• Introduction to Microsoft Power BI
Overview of Power BI components
Installing and setting up Power BI Desktop
Understanding Power BI service and interface
• Getting Started with Power BI
Importing and connecting to data sources
Exploring Power BI datasets
Data transformation with Power Query Editor
• Data Modeling
Introduction to data modeling concepts
Building relationships between tables
Creating calculated columns and measures with DAX
• Data Visualization
Designing effective reports and dashboards
Using various chart types and visualizations
Customizing visual elements and layouts
• Advanced Power BI Features
Creating advanced DAX measures and calculated tables
Using AI visuals in Power BI
Implementing row-level security
• Power BI Service
Publishing and sharing reports and dashboards
Collaboration and workflow in Power BI
Managing Power BI workspaces and apps
• Integrating Power BI with AI/ML
Introduction to AI and machine learning in Power BI
Using Q&A and natural language queries
Leveraging AI insights and visualizations
• Performance Optimization
Enhancing query performance
Best practices for data model optimization
Managing large datasets effectively
• Real-World Case Studies and Applications
End-to-end project walkthrough
Industry-specific Power BI solutions
Exploring Power BI templates and themes
• Power BI for Data Science
Advanced analytics with R and Python in Power BI
Building machine learning models in Power BI
Integrating Power BI with Azure AI services
• Course Wrap-up
Preparing for Power BI certification
Continuous learning resources and community
Course summary and next steps in Power BI mastery

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Taught by

Akhil Vydyula

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Subjects

Business