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Course Outline
Introduction to Advanced Chatbot Customization
- Review of basic chatbot functionalities
- Overview of advanced customization options
- Setting up the development environment
Custom Coding for Chatbots
- Writing custom functions and scripts
- Extending chatbot capabilities with custom code
- Debugging and testing custom code
Integrating External APIs and Services
- Connecting chatbots to external data sources
- Using APIs to enhance chatbot functionality
- Managing API authentication and security
Advanced Natural Language Processing Techniques
- Implementing entity extraction and sentiment analysis
- Creating custom NLP models
- Improving language understanding and generation
Performance Optimization and Scaling
- Techniques for optimizing chatbot performance
- Handling high volumes of user interactions
- Scaling chatbots for enterprise environments
Security and Privacy in Chatbot Development
- Ensuring data security and privacy
- Implementing secure communication protocols
- Compliance with data protection regulations
Real-World Applications and Case Studies
- Examples of advanced chatbot implementations
- Success stories and lessons learned
- Future trends and opportunities in chatbot technology
Summary and Next Steps
Requirements
- Proficiency in programming languages (e.g., Python, JavaScript)
- Experience with AI and machine learning concepts
- Basic knowledge of chatbot platforms (e.g., Dialogflow, Azure Bot Service)
Audience
- Developers
- AI specialists
- Tech professionals
14 Hours
Testimonials (1)
Subject perfectly mastered by the trainer, answering all of our questions.
Cedric - TEVA Sante
Course - Advanced AI Concepts with Perplexity
Machine Translated