Generative AI with Alibaba Cloud Training Course
Generative AI with Alibaba Cloud is a hands-on course designed to teach participants how to build and utilize AI solutions using Alibaba Cloud services.
This instructor-led, live training (available online or onsite) targets developers, architects, and technical professionals who want to leverage Alibaba Cloud to create, test, and deploy generative AI applications for business needs.
Upon completion of this training, participants will be able to:
- Grasp the core generative AI services offered by Alibaba Cloud.
- Develop prompts and application workflows using Qwen models and Model Studio.
- Construct a basic retrieval-based AI solution utilizing enterprise content.
- Deploy and manage generative AI solutions while addressing security, governance, and cost considerations.
Course Format
- Interactive lectures and discussions.
- Numerous exercises and practical activities.
- Hands-on implementation in a live-lab environment.
Course Customization Options
- To request customized training for this course, please contact us to arrange it.
Course Outline
Introduction to Generative AI on Alibaba Cloud
- Understanding what generative AI is and how organizations utilize it
- Overview of Alibaba Cloud's generative AI services and key capabilities
- Exploring 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 necessary 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 mistakes in prompt design
Building Applications with Qwen Models
- Integrating Qwen models into applications or workflows
- Designing simple assistants and automating business task flows
- Exploring practical text and multimodal use cases
- 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 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 costs, and implementing practical safeguards
- Troubleshooting common issues and planning next steps after the course
Requirements
- Fundamental understanding of cloud computing concepts
- Some experience with web applications, APIs, or cloud services
- Basic programming knowledge
Audience
- Developers aiming 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
Open Training Courses require 5+ participants.
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