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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

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