Course description
Basics of Generative AI, Prompt Engineering and ChatGPT
What is generative AI prompt engineering?
Prompt engineering makes it easy for users to get relevant results in the first prompt. It helps mitigate biases that may occur from existing human biases in the large language models' training data. Moreover, it improves the interaction between user and AI so that the AI understands the user's intent even with minimal input.
ChatGPT prompt engineering refers to the practice of designing input prompts in specific ways to guide the AI model's response.
Course Description
This course thoroughly explores generative AI models, with particular emphasis on ChatGPT, including:
- Comprehensive overview, the basics and power of generative AI, explainable AI, prompt technology & ChatGPT
- Different types of AI models, applications, prominent generative AI tools, ChatGPT
- How to get started with and fine-tune ChatGPT, and how to use ChatGPT for different tasks
- Monitoring and troubleshooting ChatGPT
- Ethical, security and privacy considerations when using ChatGPT
- The future of generative AI
You will have access to this practical e-learning course for one year. At the end of the course, you will receive the Essentials of Generative AI, Prompt Engineering & ChatGPT certificate.
Course overview
1) Introduction to Generative AI
2) Getting started with generative AI
3) Prompt Engineering
4) Fine-tuning ChatGPT
5) OpenAI Playground app
6) Advanced ChatGPT
Learning outcomes
- Acquire a solid foundation in generative AI models, covering core principles and different models.
- Understand the concept of explainable AI, grasp its meaning and distinguish between different approaches to achieve explainability in AI systems.
- Use effective techniques to improve the performance and regulate the behavior of generative AI models.
- Develop comprehensive understanding of ChatGPT, including operational mechanisms, notable features and limitations.
- Explore a variety of applications and scenarios where ChatGPT can be used effectively.
- Master fine-tuning techniques to adapt and optimize ChatGPT models.
- Recognize ethical challenges of generative AI models to ensure responsible data use, mitigate bias, and prevent misuse.
- Understand the transformative potential of generative AI across industries and explore prominent tools.
- Gain insights on the future of generative AI, challenges and necessary steps to unlock its full potential
Topics covered
- Generative AI and landscape
- Explainable AI
- Conversational AI
- Prompt technology
- Designing and generating effective prompts
- Big language models
- ChatGPT and its applications
- Fine-tuning ChatGPT
- Ethical considerations in generative AI models
- Responsible data use and privacy
- The future of generative AI
- AI technology for innovation
Delivery Method: Live online classroom (3 days) *Please ask us for detailed future dates
You will have access to the learning platform & class recordings for one year. If you miss a class, you can watch class recordings which also counts as attendance.
At the end of the course, you will receive the Essentials of Generative AI, Prompt Engineering & ChatGPT certificate of completion.
Upcoming start dates
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