GEN-AI
Generative AI & ML for Industry
12 weeks
Intermediate to Advanced
Program Overview
Our Generative AI program is designed to equip you with cutting-edge skills in artificial intelligence and machine learning. You'll learn to build, train, and deploy generative AI models that can create content, generate insights, and solve complex problems. The course covers both theoretical foundations and practical applications, with a focus on real-world industry use cases.
Key Features
- Fundamentals of ML and AI
- Building Generative AI Models
- Prompt Engineering
- Integration with Business Solutions
- Ethics and Responsible AI
Requirements
Basic programming knowledge (Python preferred), understanding of mathematics (algebra, probability), and a computer with internet connection.
Curriculum
1
Introduction to AI and Machine Learning
2
Neural Networks and Deep Learning
3
Generative Models: VAEs, GANs, and Transformers
4
Large Language Models and Fine-tuning
5
Computer Vision and Image Generation
6
Responsible AI and Ethical Considerations
7
Industry Applications and Case Studies
8