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
- What are AI agents?
- Types of chatbots: Rule-based vs AI-driven
- Applications of chatbots in various industries
Basics of Natural Language Processing (NLP)
- Overview of NLP and its role in chatbots
- Tokenization, stemming, and lemmatization
- Understanding intents and entities
Planning Your Chatbot
- Defining the purpose and scope of your chatbot
- Designing conversational flows
- Creating training datasets for chatbot responses
Developing Your First Chatbot
- Setting up the development environment
- Building a simple chatbot using Python and Flask
- Implementing basic NLP features for conversation
Improving Chatbot Performance
- Adding fallback and error-handling mechanisms
- Enhancing responses with external APIs
- Testing and debugging your chatbot
Deploying Your Chatbot
- Hosting your chatbot on a local server
- Integrating the chatbot with messaging platforms
- Ensuring scalability and performance
Ethical Considerations and Best Practices
- Ensuring user data privacy and security
- Designing inclusive and unbiased chatbots
- Maintaining transparency in AI interactions
Exploring Advanced Chatbot Features
- Using machine learning for improved conversations
- Incorporating sentiment analysis
- Overview of advanced frameworks like Rasa
Summary and Next Steps
Requirements
- Basic knowledge of programming
- Familiarity with Python syntax
- Eagerness to learn about AI technologies
Audience
- AI beginners
- Programers
- Enthusiasts exploring chatbots and AI agents
14 Hours
Testimonials (1)
Trainer responding to questions on the fly.
