Undergraduate Certificate in Cloud Data Architecture
-- ViewingNowThe Undergraduate Certificate in Cloud Data Architecture is a vital course designed to meet the growing industry demand for cloud data experts. This certification equips learners with essential skills in cloud data architecture, preparing them for various career advancement opportunities.
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⢠Cloud Data Architecture Fundamentals: Introduction to cloud computing, data architecture, and their intersection. Key cloud providers and services, data storage and management options.
⢠Data Modeling for Cloud Data Architecture: Relational and NoSQL data modeling techniques, data warehousing, dimensional modeling, and data lake design.
⢠Cloud Data Services: In-depth review of cloud data services like Amazon Redshift, Google BigQuery, Azure Synapse, and others. Hands-on experience with data processing and analytics.
⢠Data Security and Compliance in the Cloud: Security principles, data encryption, access control, and compliance requirements for cloud data architecture.
⢠Data Integration and APIs: Data integration patterns, ETL/ELT processes, API design for data access, and cloud-based integration services.
⢠Cloud Data Governance: Data governance principles, data quality, metadata management, and data lineage in cloud data architecture.
⢠Big Data Processing in the Cloud: Big data frameworks, distributed computing, and cloud-based big data processing with tools like Apache Hadoop, Spark, and Flink.
⢠Machine Learning on Cloud Data Platforms: Machine learning concepts, cloud-based machine learning platforms, and applying machine learning to cloud data architecture.
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