AI-Assisted Data Analysis with Excel and Power BI

This comprehensive course covers the advanced aspects of AI and data analysis using Excel and Power BI. Participants will learn techniques for data manipulation, AI integration, and creating powerful visualizations to support strategic decisions and business insights.

Who Should Attend

Data analysts and business intelligence professionals.

Financial analysts and accountants.

IT professionals and data scientists.

Business managers and decision-makers.

Professionals involved in data-driven decision-making.

Objectives

Understand the principles and applications of AI in data analysis.

Develop advanced skills in using Excel for data manipulation and analysis.

Learn techniques for integrating AI with Excel for predictive analytics.

Enhance abilities in using Power BI for data visualization and reporting.

Apply best practices for creating interactive dashboards and reports.

Utilize advanced tools and technologies for AI-driven data analysis.

Course Outline

Introduction to AI and Data Analysis

Overview of AI and its role in data analysis.
Key components and capabilities of Excel and Power BI.
Benefits of using AI for enhanced data analysis.
Case studies on successful AI and data analysis applications.
Practical exercises on understanding AI principles.

Advanced Data Manipulation with Excel

Techniques for data cleaning and preparation.
Using advanced Excel functions and formulas for data analysis.
Leveraging Excel’s data analysis toolpak.
PivotTables and PivotCharts for dynamic data exploration.
Practical exercises on advanced data manipulation in Excel.

Integrating AI with Excel for Predictive Analytics

Introduction to AI algorithms and models.
Using Excel for regression analysis and forecasting.
Implementing machine learning models in Excel.
Leveraging add-ins and AI tools in Excel (e.g., Azure Machine Learning, Python).
Practical exercises on AI integration with Excel.

Advanced Data Visualization with Power BI

Overview of Power BI and its components.
Techniques for connecting and transforming data in Power BI.
Creating and customizing advanced visualizations.
Using DAX (Data Analysis Expressions) for complex calculations.
Practical exercises on data visualization with Power BI.

Creating Interactive Dashboards and Reports

Best practices for designing interactive dashboards.
Techniques for combining multiple data sources.
Using Power BI service for report sharing and collaboration.
Implementing real-time data monitoring and alerts.
Practical exercises on creating interactive dashboards and reports.

Utilizing Advanced Tools and Technologies

Overview of advanced AI tools for data analysis.
Leveraging Power BI AI capabilities (e.g., AI visuals, cognitive services).
Integrating Power BI with other Microsoft tools (e.g., Azure, SQL Server).
Future trends and innovations in AI and data analysis.
Practical exercises on using advanced tools and technologies.

Competencies

Advanced data manipulation and analysis with Excel.

Integration of AI for predictive analytics.

Advanced data visualization with Power BI.

Design and implementation of interactive dashboards.

Utilization of advanced tools and technologies for data analysis.

Jeddah

Access Elite Academy’s complete training portfolio in Jeddah. As a major Saudi commercial gateway with a broad private-sector and services environment, the city provides a strong setting for organizations and professionals seeking expert-led learning, with upcoming scheduled courses and other programs available on request. Jeddah is one of Elite Academy’s international training destinations and gives organizations and professionals access to our complete portfolio of training programs across all disciplines. As a major Saudi commercial gateway with a broad private-sector and services environment, the city offers a professional setting for focused learning. Participants can choose from upcoming scheduled courses in Jeddah or request any other program from the Elite Academy portfolio to be arranged in the city, subject to scheduling and delivery requirements. Browse the upcoming schedule below or explore our training areas to identify the program that best matches your organization’s development priorities or your own professional goals.