AI with Power BI - Business Intelligence

Overview

AI with Power BI - Business Intelligence

Enhance your business intelligence skills by learning how to create and utilize machine learning models within Power BI. This course leverages the robust capabilities of Azure to deliver data-driven insights.

Participate in hands-on demonstrations that showcase the integration of AI for superior business intelligence outcomes.

Provider:

YouTube

Categories:

Artificial Intelligence Courses, Conference Talks

Syllabus

• Introduction to AI in Business Intelligence
Overview of Business Intelligence
Introduction to AI and Machine Learning Concepts
Overview of Power BI and Its Capabilities
• Power BI Basics and Setup
Installing and Configuring Power BI
Understanding Power BI Interface
Importing and Transforming Data
• Introduction to Azure for AI
Overview of Azure Machine Learning
Setting Up Azure Machine Learning Workspace
Azure Services Integrated with Power BI
• Developing Machine Learning Models
Data Preparation for Machine Learning
Building Models in Azure Machine Learning
Best Practices for Model Selection and Evaluation
• Integrating AI Models with Power BI
Connecting Power BI to Azure Machine Learning Models
Creating and Managing Machine Learning Models within Power BI
Using AI Insights in Power BI Reports
• Hands-on Demos and Case Studies
Demonstrating Live AI Integration in Power BI
Industry Use Cases: Retail, Finance, and Healthcare
Exploring Advanced Visualizations with AI
• Enhancing Power BI with AI Features
Using Power BI’s Built-in AI Features
Implementing Cognitive Services in Power BI
Advanced AI Visualizations and Custom Visuals
• Best Practices and Future Trends
Scalability and Performance Optimization
Ethics and Privacy Considerations in AI
Emerging Trends in AI for Business Intelligence
• Final Project and Assessment
Project: Create a Power BI Dashboard Incorporating AI
Peer Review and Feedback
Course Completion and Certification

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Subjects

Conference Talks