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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

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