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Course Outline
Introduction to Generative AI on Alibaba Cloud
- Explaining what generative AI is and how organisations utilise it
- Overview of Alibaba Cloud’s generative AI services and key capabilities
- Understanding Qwen models, Model Studio, and typical business scenarios
- Identifying opportunities, risks, and realistic outcomes for enterprise use
Getting Started with the Alibaba Cloud Environment
- Preparing the Alibaba Cloud account and required services
- Accessing Model Studio and working with model APIs
- Making a first generative AI request and reviewing the response
- Understanding basic parameters, token usage, and output behaviour
Prompt Design and Workflow Basics
- Writing effective prompts for chat, summarisation, and content generation
- Using instructions, examples, and output formatting to achieve better results
- Testing and refining prompts for consistency and quality
- Avoiding common mistakes in prompt design
Building Applications with Qwen Models
- Invoking Qwen models from an application or workflow
- Designing simple assistants and business task automation flows
- Exploring text and multimodal use cases at a practical level
- Reviewing example use cases such as 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 answers
- Connecting enterprise content to a generative AI workflow
- Evaluating response relevance, accuracy, and limitations
Deployment, Security, and Cost Management
- Deployment options for generative AI applications on Alibaba Cloud
- Basic security, access control, and governance practices
- Monitoring usage, managing costs, and setting practical safeguards
- Troubleshooting common issues and planning next steps after the course
Requirements
- Fundamental understanding of cloud computing concepts
- Some experience with web applications, APIs, or cloud services
- Basic programming proficiency
Audience
- Developers aiming to build generative AI applications on Alibaba Cloud
- Solution architects exploring AI services for business applications
- Technical team leaders and IT professionals evaluating enterprise AI adoption
7 Hours
Testimonials (1)
the tips and recommended prompts that we can take away from this training
