Generative AI with Alibaba Cloud Training Course
Generative AI with Alibaba Cloud is a hands-on course focused on developing and implementing AI solutions using Alibaba Cloud services.
This instructor-led live training, available either 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 for business needs.
Upon completion of this training, participants will be capable of:
- Grasping the fundamental generative AI services offered by Alibaba Cloud.
- Constructing prompts and application workflows utilizing Qwen models and Model Studio.
- Developing a basic retrieval-based AI solution leveraging enterprise data.
- Deploying and managing generative AI solutions while prioritizing security, governance, and cost-efficiency.
Course Delivery Format
- Interactive lectures and discussions.
- Extensive exercises and practical practice.
- Hands-on implementation within a live lab environment.
Course Customization Options
- To arrange customized training for this course, please get in touch with us.
Course Outline
Introduction to Generative AI on Alibaba Cloud
- Exploring what generative AI entails and how organizations utilize it
- An overview of Alibaba Cloud's generative AI services and their key capabilities
- Understanding Qwen models, Model Studio, and common business scenarios
- Identifying opportunities, risks, and realistic outcomes for enterprise applications
Getting Started with the Alibaba Cloud Environment
- Setting up the Alibaba Cloud account and necessary services
- Accessing Model Studio and working with model APIs
- Executing a first generative AI request and analyzing the response
- Comprehending basic parameters, token consumption, and output behavior
Prompt Design and Workflow Basics
- Writing effective prompts for chat, summarization, and content generation
- Using instructions, examples, and output formatting to enhance 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 text and multimodal use cases practically
- Reviewing example use cases such as customer 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
- Linking 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
- Fundamentals of security, access control, and governance practices
- Monitoring usage, managing costs, and establishing practical safeguards
- Troubleshooting common issues and planning next steps post-course
Requirements
- A foundational understanding of cloud computing concepts
- Some familiarity with web applications, APIs, or cloud services
- Basic programming experience
Target Audience
- Developers keen on building generative AI applications on Alibaba Cloud
- Solution architects exploring AI services for specific business use cases
- Technical team leads and IT professionals assessing enterprise AI adoption
Need help picking the right course?
southafrica@nobleprog.co.za or +27 (0)10 005 5793
Generative AI with Alibaba Cloud Training Course - Enquiry
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