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Upon successful completion of this course, students will gain the competence to grasp cloud computing infrastructures, service (IaaS, PaaS, SaaS), and deployment models to design big data storage and management solutions on leading platforms like AWS, Azure, and GCP; they will be able to execute cloud-based distributed data processing workflows using the Hadoop ecosystem and frameworks like Apache Spark; develop big data analytics and machine learning applications with serverless computing and cloud data warehouses; and establish scalable cloud architectures that ensure cost and performance optimization by analyzing data privacy, identity management, and cloud security principles through real-world case studies. |