Executive Development Programme in Data Pipeline Automation Frameworks
-- ViewingNowThe Executive Development Programme in Data Pipeline Automation Frameworks is a certificate course designed to empower professionals with the latest tools and techniques in data pipeline automation. This programme is crucial in today's data-driven world, where the ability to automate data workflows is a key skill in many industries.
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โข Introduction to Data Pipeline Automation Frameworks: Understanding data pipeline concepts, automation framework benefits, and key components.
โข Data Orchestration Tools: Exploring tools like Apache Airflow, Luigi, and AWS Step Functions, focusing on their features, use cases, and setup.
โข Data Integration Best Practices: Designing and implementing data integration patterns, ETL/ELT processes, and data quality checks.
โข Data Pipeline Monitoring & Alerting: Implementing monitoring strategies, alerting mechanisms, and logging best practices.
โข Data Security & Compliance: Securing data pipelines, addressing compliance requirements, and implementing encryption and access control policies.
โข Data Governance & Metadata Management: Managing metadata, lineage, and data dictionaries in data pipelines.
โข Cloud Data Pipeline Automation: Building data pipelines in cloud environments (AWS, Azure, GCP) using native services and serverless architectures.
โข DevOps for Data Pipelines: Implementing CI/CD practices, version control, and infrastructure as code for data pipelines.
โข Containerization & Orchestration: Using containers (Docker, Kubernetes) for data pipeline components and managing containerized services.
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