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Course Outline
Introduction to the Alibaba AI Ecosystem
- An overview of Alibaba’s AI tools and service offerings
- Key components including Qwen, Quark, and Alibaba Cloud AI services
- Real-world industry applications and case studies
Initiating Work with Qwen and Quark
- Discovering Qwen: Understanding Natural Language Processing (NLP) capabilities
- Discovering Quark: Developing intelligent agents
- Live demonstration: Executing simple NLP tasks and automation workflows
Leveraging Alibaba Cloud AI Services
- Configuring an Alibaba Cloud account
- Gaining access to AI and data analysis tools
- Performing basic data processing and visualization tasks
Developing Basic AI Applications
- Integrating Qwen into existing business processes
- Designing automation workflows using Quark
- Utilizing pre-built AI solutions available on Alibaba Cloud
Examining Real-World Scenarios
- Automating customer service interactions with Qwen
- Enabling data-driven decision-making through Alibaba Cloud AI
- Creating prototypes based on AI-driven insights
Practical Exercises and Hands-On Practice
- Hands-on session: Building a basic chatbot with Qwen
- Hands-on session: Establishing a data analysis pipeline with Alibaba Cloud
- Case study analysis: Applying AI tools for customer sentiment analysis
Conclusion and Recommended Next Steps
Requirements
- A foundational understanding of AI concepts
- Familiarity with cloud-based platforms
Target Audience
- Business analysts
- IT professionals
- AI enthusiasts
7 Hours