Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Course Outline
Introduction to AI Agents and Chatbots
- Definition of AI agents
- Categories of chatbots: Rule-based versus AI-driven
- Industrial applications of chatbots
Foundations of Natural Language Processing (NLP)
- Overview of NLP and its significance in chatbot development
- Tokenization, stemming, and lemmatization
- Identifying intents and entities
Planning Your Chatbot
- Establishing the purpose and scope of the chatbot
- Structuring conversational flows
- Generating training datasets for chatbot responses
Building Your First Chatbot
- Configuring the development environment
- Creating a basic chatbot using Python and Flask
- Implementing essential NLP features for dialogue
Enhancing Chatbot Performance
- Incorporating fallback and error-handling protocols
- Enriching responses through external APIs
- Testing and debugging the chatbot
Deploying Your Chatbot
- Hosting the chatbot on a local server
- Integrating the chatbot with messaging platforms
- Optimising for scalability and performance
Ethical Considerations and Best Practices
- Safeguarding user data privacy and security
- Designing inclusive and unbiased chatbots
- Maintaining transparency in AI interactions
Exploring Advanced Chatbot Features
- Utilising machine learning for superior conversations
- Integrating sentiment analysis
- Overview of advanced frameworks such as Rasa
Summary and Future Steps
Requirements
- Fundamental understanding of programming concepts
- Proficiency with Python syntax
- A strong desire to explore AI technologies
Audience
- Beginners in AI
- Programmers
- Enthusiasts interested in chatbots and AI agents
14 Hours
