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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
Testimonials (1)
the tips and recommended prompts that we can take away from this training
