Open Data Science, San Francisco

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.