Contents
Of your course.
module 1
How to use Chat GPT?
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Introduction to ChatGPT
This class talks about what is ChatGPT and how does it work. It will help gain a solid understanding of the input-output format, crucial for interacting effectively with this AI.
Crafting Effective Prompts
Learn the art of formulating clear, specific questions for AI, how to provide the necessary context and constraints for more accurate responses and strategies for handling ambiguous queries.
Controlling Output with System Messages
Understand system messages and their roles, discover how structuring these messages can shape AI responses, and learn techniques to control the flow of conversation effectively using system messages.
Managing Model Behavior and Bias
Learn the skill to identify and address biases in language models, customize model behaviour through precise instructions, and employ strategies to mitigate harmful or untruthful responses, ensuring ethical and accurate AI interactions.
Enhancing Responses with User Instructions
Learn how to specify the desired response format from AI, techniques for requesting clarification or elaboration to deepen understanding, and methods for providing explicit guidance to shape the AI's generated responses accurately.
Iterative Feedback and Fine-tuning
Master the process of collecting feedback on model outputs, understand the principles of iterative improvement through reinforcement learning, and gain insights into fine-tuning models for enhanced performance in specific domains or tasks.
Best Practices and Future Developments
Understand the ethical considerations and responsible use of ChatGPT, learn practical tips for optimizing the performance, and get a glimpse into the most recent advancements and exciting upcoming features in the realm of conversational AI.
Setting Up and Accessing ChatGPT
Master accessing ChatGPT via the OpenAI API, including how to obtain and manage their API keys effectively. This lesson will also help to equip the knowledge of the tools needed to integrate AI capabilities into your projects seamlessly.