The evolution of a data platform
Designing a data platform is no easy task, particularly when there are new technologies, techniques, and approaches appearing every week. At Cox Auto UK we have been on a journey from manually deployed Hadoop clusters to a full platform as a service setup using Azure Databricks. This journey hasn’t always been smooth however and we’ve learned some things along the way! In this talk, we will examine how we have made design choices while evolving our platform, our decision to open source some of our work, and what our past, present, and future look like.
James Fielder, Senior Data Engineer @ Cox Automotive
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DataOps Unleashed is always free and open for all to attend.
Unleashed 2022 was held live, virtually on February 2nd, 2022.
What is DataOps Unleashed?
DataOps Unleashed is the official DataOps peer-to-peer community.
It's a time for everyone, from DataOps, CloudOps, AIOps, MLOps, to other technology professionals, to gather virtually to share the latest trends and best practices for running, managing, and monitoring data pipelines and data-intensive analytics workloads.
Sessions include talks by DataOps professionals at leading organizations, detailing how they’re establishing data predictability, increasing reliability, and reducing costs.
New to DataOps?
DataOps is a holistic approach to the creation, deployment, monitoring, management, and optimization of data-driven applications. It describes the culture and rules of engagement that allow data teams to deliver and maintain high-quality, on-time data products, often powered by AI and machine learning, in an agile and cost-effective way.
DataOps defines how data teams work and also affects data consumers and those whose work causes new data to be created and used within the organization. Their work enables the entire organization to access data efficiently for data-driven decision-making and for the creation and delivery of data-driven applications.
Organizations with well-developed DataOps strategies, governance, and processes can expedite the delivery of data-driven workflows and results faster and better than others.
Who comes to DataOps Unleashed?
DataOps professionals and experts including data administrators, data architects, data engineers, data analysts, AI/ML professionals, and data technology leadership.
Join us for sessions on:
- Data pipelines
- Data orchestration
- Data team composition
- Data architecture
- Data quality
- Data governance
- Data observability
- Data operations
- Data optimization
- Data cost governance
- Data migrations
- Data modernization
Want to speak at the next session?
Send us a note to firstname.lastname@example.org or submit a talk proposal here: dataopsunleashed.com/cfp