Generative AI with Alibaba Cloud Training Course
This practical course focuses on building and utilizing AI solutions through Alibaba Cloud services.
The instructor-led, live training (available online or onsite) is designed for developers, architects, and technical professionals who aim to leverage Alibaba Cloud to create, test, and deploy generative AI applications tailored to business needs.
Upon completing this training, participants will be able to:
- Gain an understanding of the core generative AI services offered by Alibaba Cloud.
- Develop prompts and application workflows using Qwen models and Model Studio.
- Construct a straightforward retrieval-based AI solution leveraging enterprise content.
- Deploy and manage generative AI solutions while prioritizing security, governance, and cost efficiency.
Course Format
- Interactive lectures and discussions.
- Extensive exercises and practice sessions.
- Hands-on implementation within a live-lab environment.
Customization Options
- To request customized training for this course, please get in touch to arrange it.
Course Outline
Introduction to Generative AI on Alibaba Cloud
- What generative AI is and how organizations apply it
- Overview of Alibaba Cloud's 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
- Setting up the Alibaba Cloud account and required services
- Accessing Model Studio and working with model APIs
- Making an initial 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 to improve 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
- Fundamental knowledge of cloud computing concepts
- Prior experience with web applications, APIs, or cloud services
- Basic programming proficiency
Audience
- Developers looking to build generative AI applications on Alibaba Cloud
- Solution architects exploring AI services for business applications
- Technical team leaders and IT professionals assessing enterprise AI adoption
Open Training Courses require 5+ participants.
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