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Course Outline
Introduction to Generative AI on Alibaba Cloud
- Defining generative AI and exploring its organizational applications
- An overview of Alibaba Cloud’s generative AI services and their primary capabilities
- Exploring Qwen models, Model Studio, and common business scenarios
- Identifying opportunities, risks, and realistic outcomes for enterprise deployment
Setting Up the Alibaba Cloud Environment
- Configuring Alibaba Cloud accounts and essential services
- Accessing Model Studio and interacting with model APIs
- Executing a first generative AI request and analyzing the response
- Understanding fundamental parameters, token consumption, and output behavior
Foundations of Prompt Design and Workflow
- Crafting effective prompts for chat, summarization, and content generation
- Leveraging instructions, examples, and output formatting to enhance results
- Testing and iterating on prompts to ensure consistency and quality
- Mitigating frequent prompt design errors
Developing Applications with Qwen Models
- Integrating Qwen models into applications or workflows
- Designing simple assistants and automated business task flows
- Exploring practical text and multimodal use cases
- Reviewing example scenarios such as customer support, knowledge assistance, and content drafting
Building a Retrieval-Based AI Solution
- Understanding retrieval-augmented generation in practical terms
- Preparing documents and knowledge sources to improve answer quality
- Linking enterprise content to generative AI workflows
- Evaluating response relevance, accuracy, and inherent limitations
Deployment, Security, and Cost Control
- Reviewing deployment options for generative AI applications on Alibaba Cloud
- Implementing basic security, access control, and governance protocols
- Monitoring usage, controlling costs, and establishing practical safeguards
- Troubleshooting common issues and planning post-course next steps
Requirements
- A fundamental grasp of cloud computing principles
- Practical experience with web applications, APIs, or cloud services
- Entry-level programming proficiency
Target Audience
- Developers aiming to create generative AI applications on Alibaba Cloud
- Solution architects investigating AI services for business applications
- Technical team leaders and IT specialists assessing the adoption of enterprise AI
7 Hours
Testimonials (1)
the tips and recommended prompts that we can take away from this training