Global Certificate in Retrofit: Cloud-Native AI
-- ViewingNowThe Global Certificate in Retrofit: Cloud-Native AI is a comprehensive course designed to meet the surging industry demand for AI professionals. This certificate program emphasizes retrofitting existing systems with cloud-native AI, a critical skill in today's rapidly evolving digital landscape.
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⢠Cloud-Native AI Fundamentals: Overview of cloud-native AI, its benefits, and key components
⢠Designing Cloud-Native AI Architectures: Microservices, containers, Kubernetes, and serverless architectures
⢠AI Model Training on the Cloud: Distributed computing, data parallelism, and model parallelism
⢠AI Model Serving on the Cloud: Scaling, resiliency, and efficient resource management
⢠Data Management for Cloud-Native AI: Data storage, data processing, and data security
⢠AI Ethics and Bias Prevention: Responsible AI practices, ethical considerations, and mitigating bias
⢠AI Governance and Compliance: Regulations, standards, and best practices for AI governance
⢠Cloud-Native AI Tools and Frameworks: TensorFlow, PyTorch, and other popular AI frameworks
⢠Cloud-Native AI Deployment and Maintenance: Continuous integration, continuous delivery, and monitoring
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