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 and role of AI agents
- Chatbot typology: Rule-based versus AI-driven
- Industry applications of chatbots
Foundations of Natural Language Processing (NLP)
- Overview of NLP and its function in chatbots
- Tokenization, stemming, and lemmatization
- Comprehending intents and entities
Planning Your Chatbot
- Establishing the purpose and scope of the chatbot
- Architecting conversational flows
- Compiling training datasets for chatbot responses
Developing Your First Chatbot
- Configuring the development environment
- Constructing a basic chatbot with Python and Flask
- Integrating foundational NLP capabilities for dialogue
Optimizing Chatbot Performance
- Implementing 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
- Ensuring scalability and optimal performance
Ethical Considerations and Best Practices
- Safeguarding user data privacy and security
- Designing inclusive and unbiased chatbots
- Maintaining transparency in AI interactions
Advanced Chatbot Features
- Leveraging machine learning for enhanced conversations
- Incorporating sentiment analysis
- Overview of advanced frameworks such as Rasa
Summary and Next Steps
Requirements
- Foundational understanding of programming
- Adequacy with Python syntax
- Enthusiasm for exploring AI technologies
Target Audience
- Novices in AI
- Programmers
- Enthusiasts exploring chatbots and AI agents
14 Hours
