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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