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Course Outline
Introduction to Generative AI on Alibaba Cloud for Government
- Definition of generative AI and its applications in government operations
- Overview of Alibaba Cloud's generative AI services and their key capabilities for government use
- Detailed explanation of Qwen models, Model Studio, and typical business scenarios relevant to public sector entities
- Identifying opportunities, risks, and realistic outcomes for enterprise-level deployment in government agencies
Getting Started with the Alibaba Cloud Environment for Government
- Preparing an Alibaba Cloud account and required services for government operations
- Accessing Model Studio and working with model APIs to support public sector initiatives
- Making a first generative AI request and reviewing the response for government-specific use cases
- Understanding basic parameters, token usage, and output behavior in a government context
Prompt Design and Workflow Basics for Government
- Writing effective prompts for chat, summarization, and content generation tailored to government needs
- Utilizing instructions, examples, and output formatting to enhance results in public sector applications
- Testing and refining prompts for consistency and quality in government workflows
- Avoiding common prompt design mistakes that may impact government operations
Building Applications with Qwen Models for Government
- Integrating Qwen models into applications or workflows to support public sector tasks
- Designing simple assistants and business task automation flows for government use
- Exploring practical text and multimodal use cases relevant to government agencies
- Reviewing example use cases such as customer support, knowledge assistance, and content drafting in a government context
Creating a Retrieval-Based AI Solution for Government
- Understanding retrieval-augmented generation in practical terms for government operations
- Preparing documents and knowledge sources to enhance the accuracy of responses in public sector applications
- Connecting enterprise content to a generative AI workflow to support government initiatives
- Evaluating response relevance, accuracy, and limitations for government use
Deployment, Security, and Cost Management for Government
- Exploring deployment options for generative AI applications on Alibaba Cloud tailored to government needs
- Implementing basic security, access control, and governance practices to ensure compliance with government standards
- Monitoring usage, managing cost, and setting practical safeguards for government operations
- Troubleshooting common issues and planning next steps after the course to support ongoing government initiatives
Requirements
- A foundational understanding of cloud computing concepts
- Some experience with web applications, application programming interfaces (APIs), or cloud services
- Basic programming skills
Audience
- Developers interested in building generative artificial intelligence (AI) applications on Alibaba Cloud for government and enterprise use
- Solution architects investigating AI services to address business requirements
- Technical team leads and information technology (IT) professionals assessing the adoption of enterprise AI solutions
7 Hours
Testimonials (2)
1. Structured prompts and related technique to have it like this 2. working with practical examples - prompts already well prepared 3. Learned how to create an AI agent
Cosmina Naznean - Curs Public
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