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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.
  • Insights into Qwen models, Model Studio, and common business scenarios.
  • Identification of opportunities, risks, and realistic outcomes for enterprise adoption.

Getting Started with the Alibaba Cloud Environment

  • Setting up the Alibaba Cloud account and necessary services.
  • Accessing Model Studio and interacting with model APIs.
  • Executing a initial generative AI request and analyzing the response.
  • Understanding basic parameters, token consumption, and output behaviors.

Prompt Design and Workflow Fundamentals

  • Crafting effective prompts for chat, summarization, and content generation.
  • Utilizing instructions, examples, and output formatting to enhance results.
  • Testing and refining prompts for consistency and quality assurance.
  • 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 customer support, knowledge assistance, and content drafting.

Creating a Retrieval-Based AI Solution

  • Understanding retrieval-augmented generation in practical contexts.
  • 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 Management

  • Exploring deployment options for generative AI applications on Alibaba Cloud.
  • Implementing fundamental 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.
  • Prior experience with web applications, APIs, or cloud services.
  • Basic programming proficiency.

Audience

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

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