Course Outline

Introduction to AI and Generative AI for Government

  • Overview of AI fundamentals and its impact on technological advancements
  • Examination of the basics of Generative AI and its practical applications

Deployment of Azure OpenAI Service for Government

  • Establishing an Azure OpenAI account for government use
  • Reviewing Azure OpenAI quotas, pricing, and policies applicable to government entities

Working with Azure OpenAI Studio for Government

  • Navigating the Azure OpenAI Studio interface tailored for government users
  • Deploying and managing Large Language Models (LLMs) in a government context

Integrating AI Models into Applications for Government

  • Utilizing the Playground for testing models in government projects
  • Accessing and deploying models via Postman and Python APIs for government applications
  • Introduction to ChatGPT and Prompt Engineering techniques for government use

Advanced AI Techniques for Government

  • Fine-tuning AI models for specialized government tasks
  • Generating images with DALL-E studio for government projects
  • Understanding and deploying text embeddings in a government context
  • Mastering Prompt Engineering to enhance model interaction for government applications

AI Model Combinations for Government

  • Combining text, image, and audio models to create robust government applications
  • Translating and generating text from audio using Whisper AI for government use

Securing and Optimizing AI Implementations for Government

  • Implementing security measures to protect AI-powered chatbots in government systems
  • Using content filters to ensure data integrity in government applications

Project: Development of AI-Powered Solutions for Government

  • Designing a web application that leverages Azure OpenAI models for government use
  • Integrating diverse AI functionalities into a cohesive system for government operations

Summary and Next Steps for Government

Requirements

  • A comprehensive understanding of cloud computing platforms for government use
  • Practical experience with Python programming
  • No prior artificial intelligence experience required

Audience

  • Artificial intelligence developers for government projects
  • Individuals interested in artificial intelligence and its applications for government
 14 Hours

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