Introduction to DataOps - Workshop

Garima Bajpai

This  3 hour workshop will introduce attendees to the concepts of DataOps.

This workshop will introduce attendees to the concepts of DataOps.The workshop will approach DataOps thru two perspectives:(1) Data Science and AI/ML adoption(2) DevOps Adoption.The workshop will walk thru use cases and adoption examples and success stories for both perspectives. The workshop will leverage the technique of Value Stream Mapping to show how to identify the inefficiencies and bottlenecks in a Data pipeline across the enterprise and leverage the right DataOps practices to mitigate the inefficiencies.The workshop will also focus on the necessary cultural and organizational changes needed to adopt the right data culture in an enterprise to be able to adoptDataOps at scale and extract the full business value from the data in the organization.In an enterprise, there are three sets of stakeholders engaged with data.1. There are Data Owners: people who create and own the data because they own the application generating data; customers use that application and data is created/ gathered, or the data is coming from sources such as telemetry data from the application or a log data from the applica5on running in production.2. There are Data Managers. These are the database administrators whose job is to manage the data, store it, and secure it. And the IT teams that manage the systems and infrastructure that manage the data.3. There are Data Consumers. These are the data scien5sts, the AI and ML experts, and the developers and testers who need the data to be able to do their job.DataOps is a set of approaches, across process improvement, technology adop5on, and cultural and organizational change, to allow these three sets of stakeholders to work with, manage and share data across the enterprise in an agile and secure manner.For more events, combo ticket for various workshops, please check out DevOps Summit, Canada https://www.capitalcarbonconsulting.com/summit-registration/

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Introduction to DataOps - Workshop

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Introduction to DataOps - Workshop

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