Professional Certificate in Cloud-AI Systems Integration
-- ViewingNowThe Professional Certificate in Cloud-AI Systems Integration is a comprehensive course designed to meet the surging industry demand for experts who can seamlessly integrate AI technologies with cloud systems. As businesses continue to adopt cloud technologies and AI capabilities, there is an increasing need for professionals who can effectively bridge the gap between these two domains.
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โข Cloud Fundamentals: Understanding cloud computing, cloud service models (IaaS, PaaS, SaaS), and cloud deployment models (Public, Private, Hybrid, Multi-cloud).
โข Artificial Intelligence (AI) & Machine Learning (ML) Overview: Basics of AI and ML, including supervised, unsupervised, and reinforcement learning.
โข Cloud-based AI Services: Overview of AI services provided by popular cloud platforms like AWS, Azure, and Google Cloud.
โข Designing Cloud-AI Systems: Best practices for designing cloud-based AI systems, including data ingestion, processing, and model training.
โข AI Model Deployment on Cloud: Deploying AI models on cloud platforms, managing models, and scaling them for production use.
โข Cloud-AI Systems Integration: Integrating AI services into existing cloud applications, and ensuring smooth communication between different cloud and AI components.
โข Security & Compliance in Cloud-AI Systems: Understanding security risks, compliance requirements, and implementing best practices for securing cloud-based AI systems.
โข Monitoring & Optimization of Cloud-AI Systems: Monitoring the performance of cloud-based AI systems, and optimizing them for cost, performance, and scalability.
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