Professional Certificate in Cloud Based AI Applications
-- ViewingNowThe Professional Certificate in Cloud Based AI Applications is a comprehensive course designed to equip learners with essential skills for developing and deploying AI applications in the cloud. This course is crucial in today's digital age, where businesses increasingly rely on AI and cloud technologies to drive innovation and growth.
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โข Cloud Fundamentals: Understanding cloud computing concepts, cloud service models (IaaS, PaaS, SaaS), and cloud deployment models (Public, Private, Hybrid, Multi).
โข Artificial Intelligence (AI) Basics: Introduction to AI, machine learning, deep learning, and neural networks.
โข Cloud-based AI Services: Overview of AI services provided by major cloud platforms (AWS, Azure, GCP), including machine learning platforms, natural language processing, computer vision, and recommendation systems.
โข Designing and Building Cloud-based AI Applications: Hands-on experience in designing, building, and deploying AI applications on cloud platforms.
โข AI Ethics and Regulations: Understanding ethical considerations, regulations, and guidelines for AI applications in the cloud.
โข AI Data Management on Cloud: Data management strategies for AI applications, including data ingestion, processing, storage, and security on cloud platforms.
โข Cloud-based AI Scalability and Performance Optimization: Techniques for scaling and optimizing AI applications on cloud platforms, including load balancing, auto-scaling, and containerization.
โข Cloud-based AI Security and Privacy: Best practices for securing and maintaining privacy in AI applications on cloud platforms, including data encryption, access control, and compliance with data protection regulations.
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