distributed systems

This image promotes Science Thursday "Design Principles of Distributed Systems with Dask and PySpark" with Holden Karau, the Former (long story) Princess of the Covariance Matrix.

Design Principles of Distributed Systems

Holden Karau joins Matt Rocklin & Hugo Bowne-Anderson to discuss the design of Dask, how it compares to PySpark, and why these tradeoffs were chosen. There are many different distributed systems solving what at first glance might seem like “the same problem.” Here we’ll talk about the skeletons in the respective closets of our different …

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Distributed Data Science for IT Professionals

Scaling Data Science is a Team Sport An increasing number of organizations need to scale data science to larger datasets and larger models. However, deploying distributed data science frameworks in secure enterprise environments can be surprisingly challenging because we need to simultaneously satisfy multiple sets of stakeholders within the organization: data scientists, IT, and management. …

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