Chatbots for Developers Training Course
Chatbots, also known as chatterbots or conversational agents, are software applications that utilize artificial intelligence (AI) to interact and communicate with users through text, voice, or text-to-speech. These tools enable organizations to provide automated services for customers, employees, and site visitors at a minimal cost.
This instructor-led, live training (online or onsite) is designed for developers who wish to install, set up, and manage chatbot-building platforms and code-based frameworks to create and deploy chatbot services. The training aims to equip participants with the skills necessary to design, build, evaluate, and test chatbot services that can provide automated chat or voice support interfaces for their users.
Format of the Course
- Interactive lecture and discussion.
- Extensive exercises and practice sessions.
- Hands-on implementation in a live-lab environment.
Course Customization Options
- To request a customized training for government or other specific needs, please contact us to arrange.
Course Outline
Introduction
Overview of Chatbots and Artificial Intelligence (AI)
Understanding Chatbot Architecture and Natural Language Processing (NLP) for Government
Exploring Applications for Chatbots and Chatbot Types in Public Sector Operations
Understanding Customer Goals and Needs for Government Services
Designing Chatbot Scripts and Flow for Effective Citizen Engagement
Building Chatbots Using Code-Based Frameworks for Government Use
Exploring Existing Platforms for Building Chatbots for Government Agencies
Setting Up a Developer Environment for Chatbots in the Public Sector
Working with Training Data for NLP Models in Government Applications
Pre-Processing Incoming Data for Enhanced Accuracy and Reliability
Designing a Text Classifier Model to Improve Service Delivery
Working with Entities, Intents, and Contexts for Precise Communication
Working with Server Integration and Data Syncing for Efficient Operations
Creating a Simple Text-Based Chatbot for Government Services
Creating a Simple Voice-Based Chatbot to Enhance Accessibility
Using Speech Recognition Technology to Improve Citizen Interaction
Evaluating and Testing Chatbots to Ensure Reliability and Effectiveness for Government
Troubleshooting Common Issues in Chatbot Development for Government Use
Summary and Conclusion: Advancing Public Sector Efficiency through Chatbot Technology
Requirements
- Proficiency in application development and programming languages
- Familiarity with artificial intelligence (AI) and natural language processing (NLP) principles
Audience
- Developers for government
Runs with a minimum of 4 + people. For 1-to-1 or private group training, request a quote.
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The detail in which the instructor explained all the concepts.
Privolin Naidoo - Vodacom
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This instructor-led, live training (available online or on-site) is designed for beginner to intermediate level product managers, full-stack developers, and integration engineers who wish to design, integrate, and deploy conversational assistants using Mistral connectors and integrations for government applications.
By the end of this training, participants will be able to:
- Integrate Mistral conversational models with enterprise and SaaS connectors for seamless communication.
- Implement retrieval-augmented generation (RAG) to ensure responses are well-grounded and contextually relevant.
- Design user experience (UX) patterns for both internal and external chat assistants, enhancing usability and efficiency.
- Deploy conversational assistants into product workflows for practical and real-world use cases, ensuring they meet the needs of government operations.
Format of the Course
- Interactive lecture and discussion to foster understanding and engagement.
- Hands-on integration exercises to apply concepts in a practical setting.
- Live-lab development of conversational assistants to reinforce learning through real-world scenarios.
Course Customization Options
- To request a customized training for this course, tailored specifically to government needs, please contact us to arrange.