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Real-time artificial intelligence and event processing  

IBM Big Data Hub

By leveraging AI for real-time event processing, businesses can connect the dots between disparate events to detect and respond to new trends, threats and opportunities. AI and event processing: a two-way street An event-driven architecture is essential for accelerating the speed of business.

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Build event-driven architectures with Amazon MSK and Amazon EventBridge

AWS Big Data

Based on immutable facts (events), event-driven architectures (EDAs) allow businesses to gain deeper insights into their customers’ behavior, unlocking more accurate and faster decision-making processes that lead to better customer experiences. In almost any case, choosing an event broker should not be a binary decision.

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Perform Amazon Kinesis load testing with Locust

AWS Big Data

Building a streaming data solution requires thorough testing at the scale it will operate in a production environment. However, generating a continuous stream of test data requires a custom process or script to run continuously. In our testing with the largest recommended instance (c7g.16xlarge),

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Build an ETL process for Amazon Redshift using Amazon S3 Event Notifications and AWS Step Functions

AWS Big Data

Amazon S3 Event Notifications is an Amazon S3 feature that you can enable in order to receive notifications when specific events occur in your S3 bucket. Solution overview The workflow is composed of the following steps: A Lambda function is triggered by an S3 event whenever a source file arrives at the S3 bucket.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing. Save your seat and register today!

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Is Your Business Prepared to Recover from a Cyber Event?

CIO Business Intelligence

The question is: are you prepared to recover from a cyber event? As cyber threats increase in frequency and sophistication, most businesses will eventually fall prey to a cyber event, despite their best efforts. Simply put, organizations must prepare to recover from a cyber event before it occurs.

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Build event-driven data pipelines using AWS Controllers for Kubernetes and Amazon EMR on EKS

AWS Big Data

An event-driven architecture is a software design pattern in which decoupled applications can asynchronously publish and subscribe to events via an event broker. Another option is to use AWS Step Functions , which is a serverless workflow service that integrates with EMR on EKS and EventBridge to build event-driven workflows.