Open Data Science, San Francisco

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Join Denis Magda on his talk about "In-Memory Computing Essentials for Data Scientists".

 

Attendees will be introduced to the fundamental capabilities of in-memory computing platforms that boost high-loaded applications, research projects, risk analysis and fraud detections tasks by storing and processing massive amount of data in memory and on disk across a cluster of machines.

These capabilities and benefits will be demonstrated with the usage of Apache Ignite which is the in-memory computing platform

that is durable, strongly consistent, and highly available with powerful SQL, key-value and processing APIs. 

By the end of the workshop the attendees will learn how to:

  • Deploy a distributed Apache Ignite cluster.
  • Preload data into the cluster deciding how much RAM is to be available for storage needs.
  • Create custom calculations and algorithms and utilize cluster’s resources for their execution.
  • Solve optimizations problems by simulating the process of biological evolution.
  • Apply machine learning algorithms supported by Apache Ignite. 
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