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Course Outline
Introduction to Generative AI on Alibaba Cloud
- An exploration of what generative AI entails and how organizations utilize it
- An overview of Alibaba Cloud's generative AI services and key capabilities
- A look at Qwen models, Model Studio, and typical business scenarios
- Identifying opportunities, risks, and realistic outcomes for enterprise adoption
Getting Started with the Alibaba Cloud Environment
- Setting up an Alibaba Cloud account and necessary services
- Accessing Model Studio and interacting with model APIs
- Executing a first generative AI request and reviewing the response
- Gaining insight into basic parameters, token usage, and output behavior
Prompt Design and Workflow Basics
- Crafting effective prompts for chat, summarization, and content generation
- Utilizing instructions, examples, and output formatting to enhance results
- Testing and refining prompts for consistency and quality
- Avoiding common pitfalls in prompt design
Building Applications with Qwen Models
- Integrating Qwen models into applications or workflows
- Designing simple assistants and automating business task flows
- Exploring text and multimodal use cases at a practical level
- Reviewing example scenarios such as customer support, knowledge assistance, and content drafting
Creating a Retrieval-Based AI Solution
- Understanding retrieval-augmented generation in practical terms
- Preparing documents and knowledge sources to improve answer quality
- Integrating enterprise content into a generative AI workflow
- Evaluating response relevance, accuracy, and limitations
Deployment, Security, and Cost Management
- Exploring deployment options for generative AI applications on Alibaba Cloud
- Implementing basic security, access control, and governance practices
- Monitoring usage, managing costs, and establishing practical safeguards
- Troubleshooting common issues and planning next steps post-course
Requirements
- Fundamental understanding of cloud computing concepts
- Some prior experience with web applications, APIs, or cloud services
- Basic programming knowledge
Audience
- Developers interested in building generative AI applications on Alibaba Cloud
- Solution architects investigating AI services for business applications
- Technical team leaders and IT professionals assessing enterprise AI adoption
7 Hours
Testimonials (1)
the tips and recommended prompts that we can take away from this training
