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Course Outline

Introduction to Generative AI on Alibaba Cloud

  • Definition of generative AI and its application in organisations.
  • Overview of Alibaba Cloud's generative AI services and primary capabilities.
  • Insight into Qwen models, Model Studio, and common business scenarios.
  • Identification of opportunities, risks, and achievable outcomes for enterprise usage.

Getting Started with the Alibaba Cloud Environment

  • Setting up an Alibaba Cloud account and activating necessary services.
  • Navigating Model Studio and interacting with model APIs.
  • Submitting a initial generative AI request and analysing the response.
  • Understanding key parameters, token consumption, and output behaviour.

Prompt Design and Workflow Basics

  • Formulating effective prompts for chat interactions, summarisation, and content generation.
  • Utilising instructions, examples, and output formatting to enhance 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 basic assistants and automation flows for business tasks.
  • Exploring text and multimodal use cases at a practical level.
  • Reviewing example scenarios such as customer support, knowledge assistance, and content drafting.

Creating a Retrieval-Based AI Solution

  • Comprehending retrieval-augmented generation in practical terms.
  • Preparing documents and knowledge sources to improve response quality.
  • Integrating enterprise content into a generative AI workflow.
  • Evaluating the relevance, accuracy, and limitations of responses.

Deployment, Security, and Cost Management

  • Exploring deployment options for generative AI applications on Alibaba Cloud.
  • Implementing fundamental security measures, access control, and governance practices.
  • Monitoring usage, managing expenses, and establishing practical safeguards.
  • Troubleshooting common issues and planning subsequent steps after the course.

Requirements

  • Fundamental understanding of cloud computing concepts.
  • Some familiarity with web applications, APIs, or cloud services.
  • Bearable programming experience.

Audience

  • Developers keen on constructing 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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