Course Outline
Introduction to Generative AI and Azure OpenAI for Government
- Overview of the evolving landscape of artificial intelligence (AI) and generative AI for government applications
- Detailed overview of Azure OpenAI services designed to support public sector needs
- Step-by-step guide to setting up an Azure account and configuring the OpenAI service for government use
Working with Azure OpenAI Studio and Playground for Government
- Navigating the features of Azure OpenAI Studio for efficient development and testing
- Experimenting with various models in the OpenAI Playground to explore potential applications for government
- Understanding the capabilities and limitations of different AI models to inform strategic decision-making
Integrating OpenAI with Java for Government Applications
- Setting up a robust Java development environment tailored for government projects
- Accessing Azure OpenAI services through Java to leverage advanced AI capabilities
- Building and testing AI features in Java applications to enhance public sector operations
- Introduction to ChatGPT and its integration with Java for government use cases
- Techniques for effective prompt engineering to optimize AI interactions in government contexts
Deploying AI Models as Web Applications for Government
- Creating web applications using Java to support government initiatives
- Embedding AI functionalities into web applications to improve service delivery and user experience
- Best practices for deploying and scaling AI-powered web applications in the public sector
Image Generation with DALL-E for Government Use
- Introduction to DALL-E and its capabilities for generating images relevant to government operations
- Using DALL-E studio to create custom images for government projects
- Generating images from Java code to support visual data representation in public sector applications
Text Embeddings and Semantic Search for Government
- Understanding the principles of text embeddings and their relevance to government data analysis
- Implementing embedding models in Java to enhance text-based government applications
- Building semantic search features to improve information retrieval for government users
Voice Processing with Whisper AI for Government
- Basics of audio processing using AI technologies tailored for public sector needs
- Using Whisper AI for speech-to-text conversion to support accessible and efficient government services
- Audio translation and multilingual support to enhance communication in diverse government settings
Advanced AI Model Integration for Government Applications
- Combining text and audio models to create comprehensive AI solutions for government
- Personalizing AI interactions using user data to improve citizen engagement
- Implementing keyword and vector search techniques to enhance data retrieval in government systems
- Enhancing AI interactions with ChatGPT and advanced prompt engineering for government use cases
Security and Fine-Tuning for Government AI Applications
- Best practices for securing AI-powered applications to protect sensitive government data
- Techniques for fine-tuning models to meet specific government requirements
- Using content filters to ensure the quality and appropriateness of AI-generated content in public sector contexts
Practical Sessions for Government AI Development
- Hands-on labs with real-world government scenarios to apply learned concepts
- Collaborative projects and peer reviews to foster a community of practice in government AI development
- Capstone project: Building an AI-powered Java application for a government use case
Summary and Next Steps for Government AI Initiatives
Requirements
- An understanding of Java programming for government applications
- Experience with RESTful APIs and web services in a public sector context
- Familiarity with cloud computing concepts relevant to government systems
Audience
- Java developers for government projects
- Software engineers working in the public sector
- Cloud enthusiasts interested in government technology solutions
Testimonials (3)
Trainers can answer all questions and accept any queries
Dewi Anggryni - PT Dentsu International Indonesia
Course - Copilot for Finance and Accounting Professionals
Going over the various use cases and application of AI was helpful. I enjoyed the walkthrough of the various AI Agents.
Axel Schulz - CANARIE Inc
Course - Microsoft 365 Copilot: AI Productivity Across Word, Excel, PowerPoint, Outlook, and Teams
I liked that trainer had a lot of knowledge and shared it with us