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Duration 7 hours
Course Outline
Overview of the Alibaba AI Ecosystem
- General survey of Alibaba's AI capabilities and service offerings
- Core components including Qwen, Quark, and Alibaba Cloud AI services
- Examination of industry-specific applications and case studies
Initial Steps with Qwen and Quark
- Introduction to Qwen: Exploring Natural Language Processing (NLP) features
- Introduction to Quark: Creating intelligent agents
- Live demonstration: Executing basic NLP tasks and automation routines
Utilizing Alibaba Cloud AI Services
- Configuring an Alibaba Cloud account
- Gaining access to AI and data analytics tools
- Performing foundational data processing and visualization tasks
Constructing Basic AI Applications
- Connecting Qwen with internal business processes
- Developing automated workflows using Quark
- Adopting pre-existing AI solutions provided by Alibaba Cloud
Investigating Practical Applications
- Automating customer service interactions with Qwen
- Enabling data-informed decision-making via Alibaba Cloud AI
- Building prototypes based on AI-generated insights
Practical Exercises and Applied Learning
- Practical task: Deploying a basic chatbot utilizing Qwen
- Practical task: Configuring a data analysis pipeline on Alibaba Cloud
- Case study: Applying AI tools for customer sentiment analysis
Concluding Summary and Path Forward
Requirements
- Fundamental knowledge of AI principles
- General familiarity with cloud computing platforms
Target Audience
- Business analysts
- IT specialists
- Enthusiasts of artificial intelligence