Global Certificate in Cloud AI Solution Deployment
-- ViewingNowThe Global Certificate in Cloud AI Solution Deployment is a comprehensive course designed to meet the surging industry demand for AI and cloud professionals. This certificate equips learners with essential skills to design, deploy, and manage cloud-based AI solutions using leading platforms like Google Cloud, Microsoft Azure, and Amazon Web Services.
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⢠Cloud Fundamentals: Understanding cloud computing concepts, types of clouds (public, private, hybrid), and popular cloud service providers (AWS, Azure, GCP).
⢠Artificial Intelligence (AI) Overview: Introduction to AI, machine learning, and deep learning; use cases and applications of AI in business and society.
⢠Cloud AI Services: Exploring AI offerings from major cloud service providers, including AWS SageMaker, Azure Machine Learning, and Google Cloud AI Platform.
⢠Designing Cloud AI Solutions: Best practices for designing and deploying AI solutions on the cloud, including data preparation, model selection, and deployment options.
⢠Security and Compliance in Cloud AI: Ensuring security, privacy, and compliance when deploying AI solutions on the cloud; understanding regulatory requirements and industry best practices.
⢠Cloud AI Solution Deployment: Hands-on experience with deploying cloud AI solutions, including containerization, orchestration, and monitoring.
⢠Cloud AI Optimization: Techniques for optimizing cloud AI solutions, including cost optimization, model optimization, and performance tuning.
⢠Cloud AI Governance: Establishing governance policies and procedures for cloud AI solutions, including model governance, data governance, and ethical considerations.
⢠Cloud AI Case Studies: Real-world examples of successful cloud AI deployments, including challenges, solutions, and outcomes.
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