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Patterns for a Successful Cloud Native Transformation
Featuring Pini Reznik
The way an organisation leads cloud native transformation can differ from one company to another. In this talk, Pini Reznik will discuss how culture can help you lead a successful cloud native transformation.cloud cloudnative transofrmation architecture
Taming the Long Tail of Industrial ML Applications
Featuring Savin Goyal
Data Science usage at Netflix goes much beyond our eponymous recommendation systems. It touches almost all aspects of our business - from optimizing content delivery and informing buying decisions to fighting fraud. Our unique culture affords our data scientists extraordinary freedom of choice in...machine-learning-ai
Data Mesh; A principled introduction
Featuring Zhamak Dehghani
Data Mesh is an alternative architecture and organizational structure for managing analytical data. Its objective is enabling access to high quality data for analytical and machine learning use cases - at scale.
In this talk, Zhamak will introduce the principles underpinning Data Mesh and...data-engineering
Scaling the Machine Learning Platform at DoorDash
Featuring Hien Luu
DoorDash’s mission is to grow and empower local economies. DoorDash’s business is a 3-sided marketplace composed of Dashers, consumers, and merchants.
As DoorDash's business grows, it is essential to establish a centralized ML platform to accelerate the ML development process and to power the...machine-learning
Foundations of Data Teams
Featuring Jesse Anderson
Successful data projects are built on solid foundations. What happens when we’re misled or unaware of what a solid foundation for data teams means? When a data team is missing or understaffed, the entire project is at risk of failure.
This talk will cover the importance of a solid foundation and...data-science
Islands in the Stream - What country music can teach us about event driven systems
Featuring Simon Aubury
Event driven systems are all the rage. It's with good reason we're witnessing a transformation with businesses adopting event driven systems. Building systems around an event-driven architecture is powerful pattern for creating awesome data intensive applications.But before we sail away...data-engineering