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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7. Data Visualization using Tableau (30 Hours)
Module 1: Tableau Introduction (4 Hours)
- Tableau interface
- Data connections
Module 2: Data Preparation (6 Hours)
- Data cleaning
- Data blending
Module 3: Visualization Techniques (8 Hours)
- Bar charts
- Line charts
- Heat maps
Module 4: Dashboard Design (8 Hours)
- Interactive dashboards
- Filters and parameters
Mini Project (4 Hours)
- Business performance dashboard