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Week - 1
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Introduction to Cloud Computing and Overview of Big Data Concepts |
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Week - 2
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Cloud Service Models: Infrastructure as a Service (IaaS), Platform as a Service (PaaS), Software as a Service (SaaS) |
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Week - 3
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Cloud Deployment Models |
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Week - 4
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Major Cloud Computing Platforms: AWS, Azure, GCP |
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Week - 5
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Cloud Storage Solutions for Big Data |
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Week - 6
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Introduction to Distributed Computing Frameworks |
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Week - 7
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Hadoop: Architecture and Components |
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Week - 8
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Hadoop MapReduce Programming |
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Week - 9
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Spark: Introduction and Core Concepts |
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Week - 10
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Spark RDDs (Resilient Distributed Datasets) |
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Week - 11
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Data Analytics in the Cloud |
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Week - 12
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Machine Learning in the Cloud |
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Week - 13
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Security and Privacy in Cloud Computing |
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Week - 14
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Real-World Case Studies and Project Work |