Generative AI with Alibaba Cloud Training Course
This hands-on course focuses on constructing and utilizing AI solutions through Alibaba Cloud services.
Designed for developers, architects, and technical professionals aiming to leverage Alibaba Cloud to create, test, and deploy generative AI applications for business scenarios, this instructor-led live training is available both online and onsite.
Upon completion of this training, participants will be equipped to:
- Grasp the fundamental generative AI services offered by Alibaba Cloud.
- Develop prompts and application workflows utilizing Qwen models and Model Studio.
- Construct a basic retrieval-based AI solution using enterprise data.
- Deploy and oversee generative AI solutions while prioritizing security, governance, and cost-efficiency.
Course Format
- Engaging lectures and discussions.
- Extensive exercises and practical practice.
- Live-lab environment implementation for hands-on experience.
Customization Options
- To arrange tailored training for this course, please reach out to us.
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
- Insights into 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
- Fundamental understanding of cloud computing concepts
- Some familiarity with web applications, APIs, or cloud services
- Basic programming proficiency
Audience
- Developers interested in building generative AI applications on Alibaba Cloud
- Solution architects investigating AI services for business scenarios
- Technical team leaders and IT professionals assessing enterprise AI adoption
Open Training Courses require 5+ participants.
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