Excel with AI course

Module 1: Introduction to Excel

Introduction to Microsoft Excel and its interface.
Basic functions and formulas.
Data entry and formatting techniques.
Working with rows, columns, and cells.
Introduction to data analysis tools in Excel.

Module 2: Advanced Excel Functions

Advanced functions such as VLOOKUP, HLOOKUP, INDEX, MATCH, and SUMIF.
Logical functions (IF, AND, OR).
Text functions (CONCATENATE, LEFT, RIGHT, MID).
Date and time functions.
Array formulas and advanced formula techniques.

Module 3: Data Analysis and Visualization in Excel

Introduction to PivotTables and Pivot Charts.
Data filtering and sorting techniques.
Using Excel’s built-in charts and graphs.
Conditional formatting for data visualization.
Introduction to Power Query and Power Pivot for data analysis.

Module 4: Excel for Business Intelligence

Introduction to Business Intelligence (BI) concepts.
Using Excel for data modeling and analysis.
Creating dynamic dashboards and reports.
Connecting Excel to external data sources.
Advanced data analysis techniques using Excel.

Module 5: Introduction to Artificial Intelligence

Overview of Artificial Intelligence (AI) concepts.
Introduction to machine learning and deep learning.
Understanding AI applications in various industries.

Module 6: Integrating Excel with AI

Introduction to AI-powered Excel add-ins and tools.
Using AI for data analysis and predictive modeling in Excel.
Integrating machine learning models into Excel spreadsheets.
Using Excel for data preprocessing and feature engineering for AI projects.

Module 7: AI-Powered Automation in Excel

Introduction to AI-driven automation tools for Excel.
Automating repetitive tasks using AI-powered macros and scripts.
Using AI for data cleansing and data validation in Excel.
Streamlining data processing workflows with AI in Excel.

Module 8: Advanced AI Applications in Excel

Advanced AI techniques for data analysis and forecasting in Excel.
Building and deploying machine learning models within Excel.
Using AI for natural language processing (NLP) tasks in Excel.
Implementing AI-driven decision support systems in Excel.

Module 9: Capstone Project

A hands-on project that integrates Excel and AI concepts learned throughout the course.
Students will work on a real-world business problem, applying Excel and AI techniques to analyze data, build predictive models, and generate insights.
This comprehensive Excel with AI course provides students with the knowledge and skills needed to leverage Excel’s powerful features and integrate AI technologies for advanced data analysis, modeling, and automation.