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Course Outline

Introduction to Generative AI on Alibaba Cloud

  • Definition of generative AI and its organizational applications.
  • Overview of Alibaba Cloud's generative AI services and key capabilities.
  • Familiarization with Qwen models, Model Studio, and common business scenarios.
  • Identification of opportunities, risks, and realistic outcomes for enterprise usage.

Getting Started with the Alibaba Cloud Environment

  • Setting up the Alibaba Cloud account and necessary services.
  • Navigating Model Studio and working with model APIs.
  • Executing an initial generative AI request and analyzing the response.
  • Comprehending basic parameters, token usage, and output behavior.

Prompt Design and Workflow Basics

  • Crafting effective prompts for chat, summarization, and content generation.
  • Leveraging instructions, examples, and output formatting for improved results.
  • Testing and refining prompts to ensure 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 practical text and multimodal use cases.
  • Reviewing example scenarios such as support, knowledge assistance, and content drafting.

Creating a Retrieval-Based AI Solution

  • Grasping retrieval-augmented generation in practical terms.
  • Preparing documents and knowledge sources for accurate responses.
  • Linking enterprise content to generative AI workflows.
  • Evaluating response relevance, accuracy, and limitations.

Deployment, Security, and Cost Management

  • Exploring deployment options for generative AI on Alibaba Cloud.
  • Implementing basic security, access control, and governance practices.
  • Monitoring usage, managing costs, and establishing practical safeguards.
  • Troubleshooting common issues and planning post-course next steps.

Requirements

  • Fundamental knowledge of cloud computing concepts.
  • Experience with web applications, APIs, or cloud services is beneficial.
  • Basic programming skills required.

Audience

  • Developers aiming to build generative AI applications on Alibaba Cloud.
  • Solution architects investigating AI services for business scenarios.
  • Technical team leads and IT professionals assessing enterprise AI adoption.
 7 Hours

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