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Course Outline

Introduction to Alibaba Cloud AI Services

  • Overview of Alibaba Cloud’s AI portfolio
  • Initializing the Alibaba Cloud environment
  • Exploring Alibaba Cloud SDKs and APIs

Developing AI Applications on Alibaba Cloud

  • Creating intelligent applications using cloud-based services
  • Incorporating AI models into existing cloud workflows
  • Setting up authentication and security protocols for AI services

Computer Vision and Image Processing

  • Image classification and object detection techniques
  • Facial recognition and biometric applications
  • Case study: Implementing smart surveillance with Alibaba Cloud

Natural Language Processing via Alibaba Cloud

  • Text analysis and sentiment detection methods
  • Developing chatbots and language models
  • Deploying speech-to-text and text-to-speech capabilities

Data Processing and Predictive Analytics

  • Utilizing data lakes and machine learning models
  • Predictive maintenance and anomaly detection strategies
  • Real-time data processing using Alibaba Cloud DataWorks

Monitoring and Managing AI Workloads

  • Performance monitoring and optimization
  • Managing AI models and updating services
  • Maintaining data security and regulatory compliance

Case Studies and Best Practices

  • Real-world examples of Alibaba Cloud AI implementation
  • Insights from lessons learned and success stories
  • Formulating an AI strategy with Alibaba Cloud

Recap and Future Directions

Requirements

  • Foundational understanding of cloud computing
  • Prior experience in AI development
  • Proficiency in programming languages, particularly Python

Target Audience

  • Cloud engineers
  • AI developers
  • Data scientists
 14 Hours

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