Course Overview:

Course Title: ChatGPT Essentials

Course Duration: 4 Weeks (1 Month)

Course Description: This one-month program is designed for individuals aiming to gain essential skills in utilizing and understanding ChatGPT, a powerful language model developed by OpenAI. Participants will explore core concepts, use cases, and practical applications of ChatGPT. Through hands-on labs, real-world scenarios, and detailed tutorials, participants will develop proficiency in leveraging ChatGPT for various tasks.

Detailed Course Outline:

Week 1: Introduction to ChatGPT and Natural Language Processing (NLP)

• Understanding ChatGPT

  • Overview of ChatGPT architecture and capabilities
  • Differentiating fine-tuned and base models

• Introduction to Natural Language Processing (NLP)

  • Basics of NLP and its applications
  • Preprocessing text data for NLP tasks

Week 2: Using ChatGPT API and Customizing Responses

• Utilizing the ChatGPT API

  • Setting up and making requests to the OpenAI API
  • Understanding API response formats

• Customizing Responses

  • Modifying temperature and other parameters
  • Controlling the style and tone of generated text

Week 3: Fine-tuning ChatGPT and Handling Specialized Tasks

• Fine-tuning ChatGPT for Specific Use Cases

  • Overview of fine-tuning process
  • Fine-tuning for custom domains or industries

• Handling Specialized Tasks with ChatGPT

  • Using ChatGPT for specific tasks (e.g., summarization, code generation)
  • Best practices for task-specific adaptations

Week 4: Ethical Considerations, Limitations, and Future Trends

• Ethical Use of ChatGPT

  • Understanding ethical considerations in AI and chatbot usage
  • Mitigating biases and promoting responsible AI practices

• Limitations of ChatGPT

  • Recognizing the limitations and potential challenges
  • Strategies for addressing model limitations

• Future Trends in Conversational AI

  • Exploring advancements in conversational AI
  • Emerging trends and potential applications

Evaluation and Assessment:

• Weekly practical exercises, mid-term assessments, and a final project will be used to assess participants' understanding and application of ChatGPT skills.