Advanced Conversational AI - 2 days Training Course
Conversational AI encompasses technologies that empower computers to simulate and participate in human-like dialogues. These systems leverage advanced natural language processing (NLP), machine learning, and AI algorithms to comprehend, process, and respond to user inputs conversationally.
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 capable of:
- Designing and developing advanced conversational AI solutions.
- Implementing adaptive learning for conversation models.
- Integrating AI models with various enterprise-level systems.
- Effectively optimizing and managing AI projects.
Course Format
- Interactive lectures and discussions.
- Extensive exercises and practice sessions.
- Hands-on implementation in a live-lab environment.
Course Customization Options
- To request customized training for this course, please contact us to make arrangements.
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
- Utilizing 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
Need help picking the right course?
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Advanced Conversational AI - 2 days Training Course - Enquiry
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