Advanced Conversational AI - 2 days Training Course
Conversational AI refers to technologies that enable computers to simulate and engage in human-like conversations. These systems utilize advanced natural language processing (NLP), machine learning, and artificial intelligence (AI) algorithms to understand, process, and respond to user inputs in a conversational manner.
This instructor-led, live training (online or onsite) is aimed at advanced-level Conversational AI developers who wish to gain practical experience with the advanced skills necessary for developing, managing, and optimizing sophisticated conversational AI projects for government.
By the end of this training, participants will be able to:
- Design and develop advanced conversational AI solutions for government.
- Implement adaptive learning for conversation models in public sector applications.
- Integrate AI models with various enterprise-level systems used in government operations.
- Optimize and manage AI projects effectively within the context of government workflows.
Format of the Course
- Interactive lecture and discussion focused on government use cases.
- Extensive exercises and practice tailored for government applications.
- Hands-on implementation in a live-lab environment simulating government scenarios.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
Course Outline
Introduction
- Overview of conversational AI systems for government
- Evolution and components of modern conversational systems for government
Designing Advanced Conversational Flows
- Creating dynamic, context-aware dialogues for government use
- Managing complex user intents and entities in a governmental setting
- Building and testing adaptive conversation scenarios to meet public sector needs
Advanced NLP Techniques
- Pre-training and fine-tuning large language models for government applications
- Implementing named entity recognition (NER) and sentiment analysis for government data
Backend Integration and Data Handling
- Connecting bots to enterprise-level data sources and APIs for government operations
- Utilizing databases and cloud services for secure data storage and retrieval in the public sector
Adaptive Learning for Conversational AI
- Implementing user feedback loops and learning mechanisms to enhance interactions for government users
- Developing adaptive learning features and evaluating their performance within governmental workflows
Summary and Next Steps
Requirements
- A foundational understanding of conversational artificial intelligence (AI) and natural language processing (NLP) models
- Experience with programming languages such as Python
- Basic knowledge of API integration and cloud services for government applications
Audience
- AI project managers for government initiatives
- Conversational AI developers for government projects
- Senior software engineers in the public sector
Runs with a minimum of 4 + people. For 1-to-1 or private group training, request a quote.
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Testimonials (1)
The detail in which the instructor explained all the concepts.
Privolin Naidoo - Vodacom
Course - Microsoft Bot Framework Composer
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