Schița de curs

Introduction to Generative AI on Alibaba Cloud

  • What generative AI is and how organizations use it
  • Overview of Alibaba Cloud generative AI services and key capabilities
  • Understanding Qwen models, Model Studio, and typical business scenarios
  • Identifying opportunities, risks, and realistic outcomes for enterprise use

Getting Started with the Alibaba Cloud Environment

  • Preparing the Alibaba Cloud account and required services
  • Accessing Model Studio and working with model APIs
  • Making a first generative AI request and reviewing the response
  • Understanding basic parameters, token usage, and output behavior

Prompt Design and Workflow Basics

  • Writing effective prompts for chat, summarization, and content generation
  • Using instructions, examples, and output formatting for better results
  • Testing and refining prompts for consistency and quality
  • Avoiding common prompt design mistakes

Building Applications with Qwen Models

  • Calling Qwen models from an application or workflow
  • Designing simple assistants and business task automation flows
  • Exploring text and multimodal use cases at a practical level
  • Reviewing example use cases 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 better answers
  • Connecting 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
  • Basic security, access control, and governance practices
  • Monitoring usage, managing cost, and setting practical safeguards
  • Troubleshooting common issues and planning next steps after the course

Cerințe

  • Basic understanding of cloud computing concepts
  • Some experience with web applications, APIs, or cloud services
  • Basic programming experience

Audience

  • Developers who want to build generative AI applications on Alibaba Cloud
  • Solution architects exploring AI services for business use cases
  • Technical team leads and IT professionals evaluating enterprise AI adoption
 7 Ore

Numărul de participanți


Pret per participant

Mărturii (1)

Cursuri viitoare

Categorii înrudite