Advanced Conversational AI - 2 days Training Course
Conversational AI encompasses technologies that allow computers to simulate and participate in human-like interactions. These systems leverage advanced natural language processing (NLP), machine learning, and AI algorithms to comprehend, process, and respond to user inputs in a conversational format.
This instructor-led, live training (available online or onsite) is designed for advanced-level Conversational AI developers seeking practical experience with the sophisticated skills required to develop, manage, and optimize complex conversational AI projects.
Upon completion of this training, participants will be able to:
- Design and develop advanced conversational AI solutions.
- Implement adaptive learning for conversation models.
- Integrate AI models with various enterprise-level systems.
- Optimize and manage AI projects effectively.
Format of the Course
- Interactive lecture and discussion.
- Numerous exercises and practice sessions.
- Hands-on implementation in a live-lab environment.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
Course Outline
Introduction
- Overview of conversational AI systems
- Evolution and components of modern conversational systems
Designing Advanced Conversational Flows
- Creating dynamic, context-aware dialogues
- Handling complex user intents and entities
- Building and testing adaptive conversation scenarios
Advanced NLP Techniques
- Pre-training and fine-tuning large language models
- Implementing named entity recognition (NER) and sentiment analysis
Backend Integration and Data Handling
- Connecting bots to enterprise-level data sources and APIs
- Using databases and cloud services for data storage and retrieval
Adaptive Learning for Conversational AI
- Implementing user feedback loops and learning mechanisms to improve interactions
- Building adaptive learning features and evaluating their performance
Summary and Next Steps
Requirements
- Fundamental understanding of conversational AI and NLP models
- Experience with programming languages such as Python
- Basic knowledge of API integration and cloud services
Audience
- AI project managers
- Conversational AI developers
- Senior software engineers
Open Training Courses require 5+ participants.
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