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Course Outline

Introduction to the Alibaba Artificial Intelligence Ecosystem

  • Overview of available artificial intelligence tools and services
  • Core components: Qwen, Quark, and Alibaba Cloud AI offerings
  • Industry applications and illustrative case studies

Initial Engagement with Qwen and Quark

  • Overview of Qwen: Capabilities in Natural Language Processing (NLP)
  • Overview of Quark: Framework for developing intelligent agents
  • Demonstration: Execution of fundamental NLP tasks and automated workflows

Utilization of Alibaba Cloud AI Services

  • Establishment of an Alibaba Cloud account
  • Access to artificial intelligence and data analytics platforms for government operations
  • Fundamental data processing and visualization techniques

Development of Basic AI Applications

  • Integration of Qwen into existing operational processes
  • Construction of automated workflows utilizing Quark
  • Deployment of pre-built artificial intelligence solutions from Alibaba Cloud for government agencies

Examination of Real-World Applications

  • Automation of customer service interactions using Qwen
  • Facilitation of data-driven decision-making through Alibaba Cloud AI
  • Development of prototype solutions based on artificial intelligence insights

Practical Exercise and Hands-On Training

  • Practical Implementation: Construction of a basic chatbot using Qwen
  • Practical Implementation: Configuration of a data analysis pipeline via Alibaba Cloud
  • Case Study: Application of artificial intelligence tools for customer sentiment analysis

Summary and Future Directions

Requirements

  • Foundational knowledge of artificial intelligence principles
  • Working experience with cloud infrastructure environments

Intended Audience

  • Business analysis personnel
  • Information technology practitioners
  • Professionals engaged in AI innovation for government initiatives
 7 Hours

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