Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Course Outline
Introduction to Chatbot Development for Government
- Overview of chatbots and their applications in public sector workflows
- Introduction to Google AutoML for chatbot development for government
- Understanding the components of a chatbot within a governmental context
Getting Started with Google Cloud Platform and AutoML
- Setting up a Google Cloud Platform account for government use
- Navigating the Google Cloud Console to manage resources efficiently
- Accessing Google AutoML and understanding its features tailored for government applications
Data Preparation for Chatbot Training
- Collecting and preprocessing training data in compliance with public sector standards
- Labeling data for chatbot intents and entities to ensure accuracy and relevance
- Exploring data visualization tools within Google Cloud Platform to enhance data understanding
Training Custom Chatbot Models with AutoML
- Creating a new AutoML project for chatbot development aligned with government objectives
- Uploading and importing training data into AutoML, ensuring it meets security and governance requirements
- Configuring training settings and parameters to optimize performance for government use cases
Evaluating and Iterating Chatbot Models
- Interpreting evaluation metrics for chatbot performance in a public sector environment
- Iterating on model improvements based on evaluation results to enhance accuracy and reliability
- Fine-tuning chatbot models to better meet the needs of government stakeholders
Deployment and Integration of Chatbots
- Deploying chatbots to various platforms and channels within government operations
- Integrating chatbots with websites, messaging apps, and other interfaces used by government agencies
- Testing chatbot interactions and user experiences in real-world scenarios to ensure effectiveness
Monitoring and Optimizing Chatbot Performance
- Setting up monitoring and logging for deployed chatbots to maintain accountability and transparency
- Analyzing usage data and user feedback to continuously improve chatbot performance in government settings
- Implementing continuous optimization strategies to ensure long-term success and alignment with public sector goals
Summary and Next Steps for Government
Requirements
- Basic understanding of artificial intelligence concepts
- Familiarity with the Google Cloud Platform (recommended but not required)
Audience
- Non-technical professionals for government and private sectors
- Business leaders for government and industry
- Tech enthusiasts for government and public sector organizations
14 Hours
Testimonials (1)
Engagement, Extended Knowledge
