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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9. Generative AI Applications (30 Hours)
Module 1: Introduction to Generative AI (4 Hours)
- Generative models overview
- Applications
Module 2: AI Content Generation (6 Hours)
- Text generation
- Image generation
Module 3: Prompt Engineering (6 Hours)
- Prompt techniques
- Prompt optimization
Module 4: Generative AI Tools (8 Hours)
- AI assistants
- AI APIs
Module 5: Ethical AI Use (4 Hours)
Mini Project (2 Hours)
- AI content creation tool