Artificial Intelligence and Data Science
Syllabus - AI & ML
Artificial Intelligence Fundamentals
Machine Learning with Python
Deep Learning & Neural Networks
Data Science with Python
Data Analytics using Python
Data Visualization using Power BI
Data Visualization using Tableau
Advanced Excel for Data Analysis
Generative AI Applications
Natural Language Processing (NLP)
Computer Vision using OpenCV
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6. Data Visualization using Power BI (30 Hours)
Module 1: Power BI Introduction (4 Hours)
- Power BI overview
- Installation and interface
Module 2: Data Import & Transformation (6 Hours)
- Data sources
- Power Query editor
Module 3: Data Modeling (6 Hours)
- Relationships
- Data modeling concepts
Module 4: Dashboard Creation (8 Hours)
- Charts
- KPIs
- Interactive dashboards
Module 5: Publishing Reports (4 Hours)
- Sharing dashboards
- Power BI service
Mini Project (2 Hours)
- Business dashboard