Data Science
Data Engineering and DataOps Foundation
Data Engineering and DataOps Foundation is a comprehensive 2-day course focused on giving participants a solid understanding of key data engineering and DataOps concepts. The course explains the role of the data engineering, differentiating it from data science, and exploring key data concepts and real-world use cases. Participants will delve into techniques for data ingestion, data transformation, data warehousing and more with hands-on exercises at every step in the data lifecycle. The course covers DevOps principles for data management, including metrics, KPIs, and continuous integration and continuous deployment (CI/CD) for data pipelines. Upon completion, participants will be well-prepared to contribute effectively to data-driven organizations, utilizing their newfound expertise in data engineering and DataOps principles and tools.
Duration
2 Days
AUDIENCE
Developers, Data Engineers, IT Professionals, Analysts, Data Scientists, DevOps Professionals, MLOps Professionals.
Prerequisites
Basic understanding of data concepts and familiarity with the Linux command line.
Upon completing Data Engineering and DataOps Foundation, participants will be able to:
- Understand the importance of data engineering and DataOps
- Work with popular data ops tools and techniques
- Develop real-world data projects
- Contribute effectively to data-driven organizations
Day 1
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- Introduction to Data Engineering
- Data Ingestion and Storage
- Data Transformation and Processing
- Data Storage and Warehousing
Day 2
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- Introduction to DataOps
- Continuous Integration and Continuous Deployment (CI/CD) for Data
- Data Quality and Monitoring
- Data Governance and Compliance
Is there a discount available for current students?
UMBC students and alumni, as well as students who have previously taken a public training course with UMBC Training Centers are eligible for a 10% discount, capped at $250. Please provide a copy of your UMBC student ID or an unofficial transcript or the name of the UMBC Training Centers course you have completed. Asynchronous courses are excluded from this offer.
What is the cancellation and refund policy?
Student will receive a refund of paid registration fees only if UMBC Training Centers receives a notice of cancellation at least 10 business days prior to the class start date for classes or the exam date for exams.