Course Description
This course thoroughly explores Generative AI models, specifically emphasizing ChatGPT, including:
- Comprehensive overview, basics & power of generative AI, explainable AI, prompt engineering, & ChatGPT
- Different types of AI models, applications, prominent Generative AI tools, ChatGPT
- How to get started with & fine tune ChatGPT, & how to use ChatGPT for different tasks
- Monitoring & debugging ChatGPT
- Ethical, security and privacy considerations of using ChatGPT
- Future of generative AI
Learning Outcomes
- Acquire solid foundation in Generative AI models, encompassing core principles & various models.
- Grasp concept of explainable AI, understand its importance, & distinguish between different approaches for achieving explainability in AI systems.
- Utilize effective prompt engineering techniques to enhance performance & regulate behavior of Generative AI models.
- Develop comprehensive understanding of ChatGPT, including operational mechanisms, notable features, & limitations.
- Explore a range of applications & scenarios where ChatGPT can be effectively utilized.
- Master fine-tuning techniques to personalize & optimize ChatGPT models.
- Recognize ethical challenges of Generative AI models to ensure responsible data usage, mitigate bias, & prevent misuse.
- Comprehend transformative potential of Generative AI across industries & explore prominent tools.
- Gain insights into future of Generative AI, challenges, & necessary steps to unlock its full potential.
Topics Covered
- Generative AI & Landscape
- Explainable AI
- Conversational AI
- Prompt Engineering
- Designing and Generating Effective Prompts
- Large Language Models
- ChatGPT and its Applications
- Fine-tuning ChatGPT
- Ethical Considerations in Generative AI Models
- Responsible Data Usage and Privacy
- Future of Generative AI
- AI Technologies for Innovation
- Teacher: BNA Education