AI.125: Data Analysis with AI

4 Credits

Course Description

Building upon the foundation established in AI.105, this course empowers students with practical skills to harness AI tools for comprehensive data collection, processing, and analysis. Students will master the art of transforming raw data into actionable business insights through AI-powered analytics, visualization, and predictive modeling.

Prerequisites

AI.105: Introduction to Applied AI for Business Operations

Learning Outcomes

Upon successful completion of this course, students will be able to:

Master AI-powered data collection and processing techniques

Create compelling and informative data visualizations using AI tools

Develop and validate predictive models for business forecasting

Apply statistical analysis with AI assistance for decision-making

Implement automated data cleaning and preprocessing workflows

Design comprehensive data analysis reports for stakeholder communication

Key Course Topics

AI-Powered Data Collection and Integration Methods

Advanced Data Visualization with AI Tools

Predictive Analytics and Forecasting Models

Statistical Analysis and Hypothesis Testing with AI

Data Quality Assessment and Automated Cleaning

Business Intelligence Dashboard Creation

Skills Developed

Data AnalyticsPredictive ModelingData VisualizationStatistical Analysis