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Duration 14 hours
Course Outline
Introduction to Advanced Chatbot Customization
- Recap of fundamental chatbot functionalities.
- Exploration of advanced customization pathways.
- Configuration of the development environment.
Custom Coding for Chatbots
- Development of custom functions and scripting.
- Expanding chatbot capabilities through custom code.
- Debugging and testing custom-coded components.
Integrating External APIs and Services
- Linking chatbots to external data sources.
- Utilizing APIs to augment chatbot functionality.
- Administration of API authentication and security measures.
Advanced Natural Language Processing Techniques
- Deployment of entity extraction and sentiment analysis.
- Construction of custom NLP models.
- Refinement of language understanding and generation capabilities.
Performance Optimization and Scaling
- Strategies for optimizing chatbot speed and efficiency.
- Managing high volumes of concurrent user interactions.
- Scaling chatbot infrastructure for enterprise-level operations.
Security and Privacy in Chatbot Development
- Safeguarding data security and user privacy.
- Implementation of secure communication protocols.
- Adherence to data protection regulations and compliance standards.
Real-World Applications and Case Studies
- Examination of advanced chatbot implementation examples.
- Analysis of success stories and key takeaways.
- Forecasting future trends and emerging opportunities in chatbot technology.
Summary and Next Steps
Requirements
- Strong proficiency in programming languages such as Python and JavaScript.
- Familiarity with AI and machine learning principles.
- Foundational knowledge of chatbot platforms, including Dialogflow and Azure Bot Service.
Target Audience
- Developers seeking advanced skills.
- AI specialists.
- Technology professionals.
