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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
Testimonials (1)
I liked that trainer had a lot of knowledge and shared it with us