Advanced Conversational AI - 2 days Training Course
Conversational AI comprises technologies that enable computational systems to simulate and engage in human-like dialogue. These systems utilize advanced natural language processing (NLP), machine learning, and artificial intelligence algorithms to interpret, process, and generate responsive communication for government applications.
This instructor-led, live training session (delivered online or onsite) is designed for advanced-level Conversational AI developers seeking to acquire practical proficiency in the sophisticated skills required for developing, administering, and optimizing complex conversational AI initiatives for government.
Upon completion of this training, participants will be equipped to:
- Architect and implement advanced conversational AI solutions.
- Deploy adaptive learning mechanisms for conversational models.
- Integrate AI models with diverse enterprise-level systems.
- Efficiently optimize and oversee AI project lifecycles.
Instructional Format
- Interactive presentations and facilitated discussions.
- Extensive exercises and practical application.
- Live-lab environments for hands-on implementation.
Customization Options
- Interested parties may contact the provider to arrange customized training for government needs.
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
- Foundational understanding of conversational AI and NLP models
- Proficiency in programming languages such as Python
- Basic proficiency in API integration and cloud service architectures
Target Audience
- AI Project Managers
- Conversational AI Developers
- Senior Software Engineers
Runs with a minimum of 4 + people. For 1-to-1 or private group training, request a quote.
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