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Duration 14 hours
Course Outline
Introduction to Advanced Chatbot Customization
- Recap of fundamental chatbot functionalities
- Exploration of advanced customization possibilities
- Configuration of the development environment
Custom Coding for Chatbots
- Development of custom functions and scripts
- Expansion of chatbot capabilities via custom code
- Debugging and validation of custom code
Integration of External APIs and Services
- Linking chatbots to external data sources
- Leveraging APIs to augment chatbot functionality
- Management of API authentication and security protocols
Advanced Natural Language Processing Techniques
- Application of entity extraction and sentiment analysis
- Creation of proprietary NLP models
- Enhancement of language comprehension and generation
Performance Optimization and Scaling
- Strategies for optimizing chatbot performance
- Management of high-volume user interactions
- Scaling chatbots for enterprise-grade environments
Security and Privacy in Chatbot Development
- Protection of data security and user privacy
- Implementation of secure communication protocols
- Adherence to data protection regulations
Real-World Applications and Case Studies
- Analysis of advanced chatbot implementation examples
- Examination of success stories and key takeaways
- Discussion of future trends and emerging opportunities in chatbot technology
Conclusion and Recommended Next Steps
Requirements
- Proficiency in core programming languages (e.g., Python, JavaScript)
- Familiarity with AI and machine learning fundamentals
- Foundational knowledge of chatbot platforms (e.g., Dialogflow, Azure Bot Service)
Target Audience
- Software Developers
- AI Specialists
- Technical Professionals
Testimonials (3)
Comprehensiveness about the backround; how to do a prompt.
Olaf Kannt - Helios Klinikum Krefeld
Course - Generative AI and Prompt Engineering in Healthcare
the tips and recommended prompts that we can take away from this training
Lee Mei Lin - ST Engineering IHQ Pte Ltd
Course - InVideo AI: Creating Engaging Short-Form Videos
use of proper and effective prompt