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Course Outline
Introduction to Virtual Assistants
- Overview of virtual assistant technologies and applications
- Introduction to conversational AI and its significance
ChatGPT Basics
- Understanding ChatGPT and its underlying architecture
- Exploring different versions and configurations of ChatGPT
Building Conversational Flows
- Designing conversational flows for virtual assistants
- Implementing user input handling and system responses
Natural Language Understanding (NLU) with ChatGPT
- Leveraging NLU techniques to extract intent and entities
- Training ChatGPT for intent recognition and entity extraction
Personalization and User Context
- Enhancing virtual assistants with personalized responses
- Managing user context and maintaining conversational context
Fine-tuning ChatGPT Models
- Techniques for fine-tuning ChatGPT models for virtual assistant tasks
- Leveraging domain-specific data for better performance
Best Practices and Optimization
- Optimizing virtual assistants for efficiency and scalability
- Handling common challenges and mitigating biases in virtual assistants
Ethics and Responsible AI
- Ensuring ethical and responsible use of ChatGPT in virtual assistants
- Addressing privacy concerns and data protection in virtual assistant applications
Real-world Use Cases
- Examining successful virtual assistant implementations
- Case studies and examples from various industries
Summary and Next Steps
- Recap of key concepts and takeaways from the course
- Resources and recommendations for further learning and exploration
Requirements
- Basic computer experience
- Familiarity with virtual assistant concepts and technologies
Audience
- Virtual assistant developers
- Chatbot developers
- AI enthusiasts
Testimonials
Abhay is an industry expert by all measure. His depth of experience is evident in the range of topics he speaks of.
Dewey - Cindy M. Soriano, Phoenix Publishing House Inc.
What I enjoyed the most about the training was Abhy's impressive knowledge and expertise. It greatly enriched the learning experience and provided valuable insights into the subject matter. Inspirational!
John - Cindy M. Soriano, Phoenix Publishing House Inc.
When we were doing the practicing. The facilitator did a lot of engaging with the audience
Gugu Duma - Anusha Iyer, Hollard Insure
It was perfect for the target audience, I like the interactiveness and the way in which we could do the exercises ourselves.
Gerhard - Anusha Iyer, Hollard Insure
hands on practical and the ability to play around
Marc - Anusha Iyer, Hollard Insure
The trainer made the content and exercises really simple, and to bring across the power of AI, specifically ChatGPT and how to get the maximum value out of it was really awesome experience
Vernon - Anusha Iyer, Hollard Insure
The nature of the presentation, which maintained interest throughout
Anusha Iyer, Hollard Insure
Practical applications of ChatGPT
Cindy M. Soriano, Phoenix Publishing House Inc.
Interactive. Very current and relevant
Anusha - Anusha Iyer, Hollard Insure
Learning that all AI technologies should not be used in isolation but should be used together to get true benefits.
Anusha Iyer, Hollard Insure
Practical examples
Viren , Hollard Insure
bulding the case of an integration of chatgpt for HR purpose
Clélia - Hugues Deroubaix, Proximus
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