Data Analytics and Generative AI Fundamentals
Prerequisite
Course Description: The course is designed to equip learners with practical skills in data analysis, visualization, and modern artificial intelligence technologies. This course provides hands-on training in collecting, analyzing, and interpreting data to support business decision-making, while also introducing powerful generative AI tools for automation, content creation, and productivity.
Students will gain experience using industry-standard tools such as Microsoft Excel, Python, Power BI, and Tableau for data analytics, alongside generative AI platforms like ChatGPT, Chat.openAI and Microsoft Copilot.
This program prepares learners to work in data-driven environments and leverage generative AI tools to improve productivity, automate workflows, and generate insights efficiently.
Course Objectives
By the end of this course, students will be able to
- Understand data analytics concepts and workflow
- Collect, clean, and organize data
- Analyze data using spreadsheets and programming tools
- Create dashboards and data visualizations
- Use generative AI tools for automation and analysis
- Interpret data for business decision-making
- Apply ethical and responsible AI practices
Course Topics
- Introduction to Data Analytics
- Data Collection and Cleaning
- Data Analysis Tools
- Data Visualization
- Introduction to Generative AI
- Generative AI for Data Analytics
- Ethics and Responsible AI
- Capstone Project