- Proficiency in a programming language (e.g., Python)
- Familiarity with AI and natural language processing concepts
Audience
- Developers
- Software engineers
- AI enthusiasts
ChatGPT (GPT-4) is an advanced AI-based language model developed by OpenAI. It provides developers with powerful natural language processing capabilities for building conversational agents, chatbots, virtual assistants, and more.
This instructor-led, live training (online or onsite) is aimed at developers who wish to harness the power of ChatGPT (GPT-4) in their applications. Participants will gain practical knowledge and hands-on experience in integrating ChatGPT into their projects.
By the end of this training, participants will be able to:
- Understand the architecture and working principles of ChatGPT.
- Utilize the ChatGPT API to interact with the model programmatically.
- Develop conversational agents and chatbots using ChatGPT.
- Explore new features and functionalities offered by GPT-4 to enhance their applications.
- Customize and fine-tune ChatGPT for specific applications.
Format of the Course
- Interactive lectures and discussions.
- Hands-on exercises and coding sessions.
- Q&A sessions for clarifications and problem-solving.
- Live project implementation and demonstrations.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
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
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