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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 such as Python or JavaScript.
  • Experience with AI and machine learning concepts.
  • Basic knowledge of chatbot platforms, including Dialogflow and Azure Bot Service.

Target Audience

  • Developers.
  • AI specialists.
  • Tech professionals.
 14 Hours

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