Course Outline
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
Requirements
- 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
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from £1900 online delivery, based on a group of 2 delegates, £600 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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Public Training
Please see our public courses
Testimonials (2)
1. Structured prompts and related technique to have it like this 2. working with practical examples - prompts already well prepared 3. Learned how to create an AI agent
Cosmina Naznean - Curs Public
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