Data Science in Power BI Desktop - Achieving AI Analytics

Overview

Join us to discover advanced data science techniques tailored for Power BI Desktop. This session is designed to enhance your skills in creating AI-driven analytics and custom visuals, elevating your ability to produce insightful visualizations.

Perfect for those looking to integrate artificial intelligence into their data analysis, this experience offers rich insights and tools crucial for modern analytics.

Available on YouTube, this program is categorized under Artificial Intelligence Courses and Conference Talks, making it a valuable resource for professionals and enthusiasts seeking to advance their expertise in cutting-edge data science and analytics practices.

Syllabus

• Introduction to Data Science in Power BI
Overview of Power BI Desktop
Introduction to AI and Data Science Concepts
Importance of AI Analytics in Business Intelligence
• Power BI Desktop Advanced Features
Data Import and Transformation
Utilization of DAX for advanced calculations
Creating sophisticated data models
• Developing Custom Visuals
Introduction to R and Python scripting in Power BI
Designing and deploying custom visuals
Leveraging R and Python libraries for data visualization
• AI Insights with Power BI
Utilizing AI visuals in Power BI
Integrating Azure AI and Cognitive Services
Building predictive models within Power BI
• Enhancing Analytics with Machine Learning
Introduction to Machine Learning concepts
Implementing machine learning models using Python in Power BI
Applying models to create predictive analytics
• Interactive and Insightful Dashboards
Designing interactive dashboards with custom visuals
Enhancing user experience with AI-driven analytics
Sharing and collaborating on insights
• Real-World Applications and Case Studies
Industry-specific applications of AI in Power BI
Case studies showcasing successful implementation of AI analytics
• Best Practices and Future Trends
Data governance and ethical considerations in AI analytics
Future trends in AI and data science for Power BI
• Capstone Project
Develop a comprehensive Power BI report utilizing AI elements
Presentation and peer review of the project outputs

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Subjects

Conference Talks