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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

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