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Course Outline
Introduction to ChatGPT
- Overview of ChatGPT and its capabilities
- Understanding the advancements in GPT-4 architecture
Working with ChatGPT API
- Accessing the ChatGPT API
- Making API requests and handling responses
- Exploring API parameters and options
Building Conversational Agents
- Designing the conversational flow of your agent
- Integrating ChatGPT into your application
- Handling user input and generating model responses
Leveraging Enhanced Capabilities of GPT-4
- Harnessing GPT-4's improved performance for natural language understanding and generation
- Utilizing advanced features such as multi-modal learning and context awareness
Customizing ChatGPT
- Fine-tuning ChatGPT for specific domains or tasks
- Dataset preparation for fine-tuning
- Techniques for improving model performance and accuracy
Scaling and Deployment Considerations
- Managing high volumes of user interactions
- Handling concurrency and optimizing performance
- Deploying ChatGPT in production environments
Best Practices and Ethical Considerations
- Ensuring responsible and ethical use of ChatGPT
- Addressing biases and ethical concerns in AI applications
- Keeping up with the latest developments and trends in AI
Future Developments and Trends
- Exploring the future directions of language models beyond GPT-4
- Insights into ongoing research and upcoming advancements in AI
Summary and Next Steps
Requirements
- Proficiency in a programming language (e.g., Python)
- Familiarity with AI and natural language processing concepts
Audience
- Developers
- Software engineers
- AI enthusiasts
Testimonials
Abhay is an industry expert by all measure. His depth of experience is evident in the range of topics he speaks of.
Dewey - Cindy M. Soriano, Phoenix Publishing House Inc.
What I enjoyed the most about the training was Abhy's impressive knowledge and expertise. It greatly enriched the learning experience and provided valuable insights into the subject matter. Inspirational!
John - Cindy M. Soriano, Phoenix Publishing House Inc.
When we were doing the practicing. The facilitator did a lot of engaging with the audience
Gugu Duma - Anusha Iyer, Hollard Insure
It was perfect for the target audience, I like the interactiveness and the way in which we could do the exercises ourselves.
Gerhard - Anusha Iyer, Hollard Insure
hands on practical and the ability to play around
Marc - Anusha Iyer, Hollard Insure
The trainer made the content and exercises really simple, and to bring across the power of AI, specifically ChatGPT and how to get the maximum value out of it was really awesome experience
Vernon - Anusha Iyer, Hollard Insure
The nature of the presentation, which maintained interest throughout
Anusha Iyer, Hollard Insure
Practical applications of ChatGPT
Cindy M. Soriano, Phoenix Publishing House Inc.
Interactive. Very current and relevant
Anusha - Anusha Iyer, Hollard Insure
Learning that all AI technologies should not be used in isolation but should be used together to get true benefits.
Anusha Iyer, Hollard Insure
Practical examples
Viren , Hollard Insure
bulding the case of an integration of chatgpt for HR purpose
Clélia - Hugues Deroubaix, Proximus
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