Module 1 Introduction to NLP, OpenAI and ChatGPT
- Overview of NLP and its applications
- Emergence of Chat GPT
- GPT Architecture
- Introduction to ChatGPT and its capabilities
- Working of ChatGPT and its applications
- Introduction to OpenAI and Overview of OpenAI's GPT models (e.g., GPT-2 and GPT-3 )
- Setting up the development environment and API credentials
Module 2 Question-Answering Systems with ChatGPT
- Understanding the principles of question-answering systems
- Building a simple question-answering system with ChatGPT-3
- Evaluating and improving the performance of the system
Module 3 Building a Chatbot with ChatGPT
- Designing a conversational flow and dialogue management
- Integrating ChatGPT with a chatbot framework
- Fine-tuning the language model for better performance
Module 4 Advanced NLP Techniques with ChatGPT
- Sentiment analysis and opinion mining
- Language translation and multilingual models
- Text summarization and content generation
- Essay, script and novel writing
- Content creation for social media posts
- Content creation for YouTube videos and business purposes
Module 5 ChatGPT for Students and Jobseekers
- Interview Preparation with the mock tests
- Slideshow Presentation in minutes
- Resume Creation for specific job requirements
Module 6 Advanced level of Coding with ChatGPT
- Live Coding for various programming languages like Python, JavaScript, HTML, MATLAB
- Debugging the code and generates the output quicker
- Converting the code from one programming language to another
Module 7 Integration on ChatGPT
- Integrating ChatGPT with Sheets
- Integrating ChatGPT with Outlook
- Integrating ChatGPT with Pdf
Module 8 Beyond ChatGPT- Other OpenAI Tools
- DALL-E 2 for generating more realistic arts
- Whisper AI to convert spoken language into written text
- Codex for converting natural language into code
- Playground for content creation with updated data
Module 9 Web Application Development using ChatGPT
- Setting up web development architecture and backend server
- Setting up the database
- Setting up a React-based client-side application
- Writing user API requests to Mongo DB with Express and React
- Fetching and updating the database with Mongo DB API and routing with Express
- Routing to React-based client-side application
- Debugging and client-side coding
Module 10 Research Trends and Future Directions
- The latest research and developments in NLP
- The ethical and societal implications of NLP and AI
- Building a roadmap for future projects and learning
Cart