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Course Outline
Introduction to Generative AI on Alibaba Cloud
- An exploration of generative AI and its application within organisations
- A comprehensive overview of Alibaba Cloud's generative AI services and key capabilities
- Familiarisation with Qwen models, Model Studio, and typical business scenarios
- Identification of opportunities, risks, and realistic outcomes for enterprise implementation
Getting Started with the Alibaba Cloud Environment
- Setting up the Alibaba Cloud account and necessary services
- Navigating Model Studio and interacting with model APIs
- Executing a initial generative AI request and analysing the response
- Comprehending fundamental parameters, token consumption, and output behaviour
Prompt Design and Workflow Basics
- Authoring effective prompts for chat, summarisation, and content generation
- Utilising 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 automation flows for business tasks
- Exploring text and multimodal use cases practically
- Reviewing example scenarios 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 for improved accuracy
- Linking 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
- Fundamental 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
- Prior experience with web applications, APIs, or cloud services
- Basic programming proficiency
Audience
- Developers aiming to construct generative AI applications on Alibaba Cloud
- Solution architects investigating AI services for business applications
- Technical team leads and IT professionals assessing enterprise AI adoption
7 Hours
Testimonials (1)
the tips and recommended prompts that we can take away from this training
