DataOps Methodology

DataOps is defined by Gartner as “a collaborative data management practice focused on improving the communication, integration and automation of data flows between data managers and consumers across an organization. Much like DevOps, DataOps is not a rigid dogma, but a principles-based practice influencing how data can be provided and updated to meet the need of the organization’s data consumers.”The DataOps Methodology is designed to enable an organization to utilize a repeatable process to build and deploy analytics and data pipelines. By following data governance and model management practices they can deliver high-quality enterprise data to enable AI. Successful implementation of this methodology allows an organization to know, trust and use data to drive value.

In the DataOps Methodology course you will learn about best practices for defining a repeatable and business-oriented framework to provide delivery of trusted data. This course is part of the Data Engineering Specialization which provides learners with the foundational skills required to be a Data Engineer.

• Understand the process to establish a repeatable process that delivers rigor and repeatability

• Articulate the business value of any data sprint by capturing the KPI's the sprint will deliver

• Understand how to enable the organization's business, development and operations to continuously design, deliver and validate new data demands

Syllabus

Syllabus - What you will learn from this course
Week 1
Establish DataOps - Prepare for operation
Week 2
Establish DataOps – Optimize for operation
Week 3
Iterate DataOps - Know your data
Week 4
Iterate DataOps – Trust your data
Week 5
Iterate DataOps – Use your data
Week 6
Improve DataOps
Week 7
Summary & Final Exam

FAQ

When will I have access to the lectures and assignments?

Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:

What will I get if I purchase the Certificate?

When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

Is financial aid available?

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Reviews

Great over view and good breakdown of the concepts

Really enjoyed this, explains all the proccesses really well