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 Duration 7 hours

Course Outline

Introduction to the Alibaba AI Ecosystem

  • A look at Alibaba's AI tools and services
  • Core elements: Qwen, Quark, and Alibaba Cloud AI services
  • Industry-specific applications and case studies

Starting with Qwen and Quark

  • Introduction to Qwen: Its Natural Language Processing (NLP) strengths
  • Introduction to Quark: Creating intelligent agents
  • Live demo: Simple NLP tasks and automation workflows

Utilizing Alibaba Cloud AI Services

  • Configuring an Alibaba Cloud account
  • Accessing AI and data analysis utilities
  • Fundamental data processing and visualization techniques

Creating Basic AI Applications

  • Integrating Qwen into business processes
  • Developing automation workflows using Quark
  • Taking advantage of pre-built AI solutions from Alibaba Cloud

Investigating Real-World Applications

  • Automating customer service with Qwen
  • Facilitating data-driven decisions with Alibaba Cloud AI
  • Building prototypes based on AI-driven insights

Practical Exercises and Hands-On Labs

  • Practical session: Building a basic chatbot with Qwen
  • Practical session: Establishing a data analysis pipeline on Alibaba Cloud
  • Case study: Applying AI tools for customer sentiment analysis

Recap and Future Directions

Requirements

  • Foundational knowledge of AI concepts
  • Basic familiarity with cloud computing platforms

Target Audience

  • Business analysts
  • IT professionals
  • AI enthusiasts

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