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Chatgpt

Chatgpt

Curriculum

12 Sections
20 Lessons
10 Weeks

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ChatGPT Course Instructions and Curriculum
Welcome to the ChatGPT course at Apex Academy! This course is designed to provide you with a comprehensive understanding of ChatGPT and its applications in natural language processing (NLP) and conversational AI. Below is an overview of the course instructions and curriculum to guide you through your learning journey.
0
Course Structure
The ChatGPT course is structured into 10 modules, each covering essential topics related to ChatGPT development and deployment. Here’s a breakdown of the curriculum:
0
Introduction to Natural Language Processing (NLP)
2
- 1.1
  Overview of NLP and its applications.
- 1.2
  Introduction to ChatGPT and its capabilities.
Getting Started with ChatGPT
2
- 2.1
  Setting up your development environment.
- 2.2
  Interacting with pre-trained ChatGPT models.
Fine-Tuning ChatGPT
2
- 3.1
  Understanding transfer learning and fine-tuning.
- 3.2
  Fine-tuning ChatGPT for specific tasks or domains.
Model Evaluation and Metrics
2
- 4.1
  Evaluating the performance of ChatGPT models.
- 4.2
  Common metrics used in NLP evaluation.
Chatbot Integration
2
- 5.1
  Integrating ChatGPT into chatbot applications.
- 5.2
  Handling user interactions and context.
Ethical Considerations in ChatGPT Development
2
- 6.1
  Understanding ethical implications of AI and NLP.
- 6.2
  Mitigating biases and ensuring responsible AI usage.
Advanced ChatGPT Techniques
2
- 7.1
  Exploring advanced techniques for improving ChatGPT performance.
- 7.2
  Handling multi-turn conversations and dialogue management.
Real-World Use Cases
2
- 8.1
  Case studies and examples of ChatGPT applications in various industries.
- 8.2
  Best practices for deploying ChatGPT in production environments.
Hands-On Projects
2
- 9.1
  Engage in practical projects to apply ChatGPT concepts and techniques.
- 9.2
  Build and deploy custom chatbots and conversational AI systems.
Final Project
2
- 10.1
  Apply all the skills and knowledge acquired throughout the course.
- 10.2
  Develop a comprehensive ChatGPT-based project and present it for evaluation.

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Engage in practical projects to apply ChatGPT concepts and techniques.

Apply all the skills and knowledge acquired throughout the course.

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