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
- Defining AI agents
- Categorizing chatbots: Rule-based versus AI-driven models
- Industrial applications of chatbots across various sectors
Fundamentals of Natural Language Processing (NLP)
- An overview of NLP and its significance in chatbot development
- Key techniques such as tokenization, stemming, and lemmatization
- Recognizing intents and entities in user input
Planning Your Chatbot
- Establishing the purpose and scope of your chatbot project
- Designing structured conversational flows
- Developing training datasets to drive chatbot responses
Building Your First Chatbot
- Configuring the development environment
- Constructing a basic chatbot using Python and Flask
- Integrating fundamental NLP features to manage conversations
Optimizing Chatbot Performance
- Incorporating fallback strategies and error-handling protocols
- Enhancing response quality through external API integrations
- Conducting thorough testing and debugging sessions
Deploying Your Chatbot
- Hosting the chatbot on a local server infrastructure
- Connecting the chatbot to popular messaging platforms
- Ensuring system scalability and high performance
Ethical Considerations and Best Practices
- Safeguarding user data privacy and security standards
- Designing chatbots that are inclusive and free from bias
- Maintaining transparency in all AI-driven interactions
Advanced Chatbot Features
- Leveraging machine learning to refine conversational quality
- Implementing sentiment analysis capabilities
- Introducing advanced frameworks such as Rasa
Conclusion and Future Directions
Requirements
- Foundational programming knowledge
- Working familiarity with Python syntax
- A strong desire to acquire knowledge in AI technologies
Target Audience
- Beginners in the field of AI
- Developers and programmers
- Enthusiasts interested in exploring chatbots and AI agents
14 Hours
