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Anomaly detection in streaming time series data with online learning using Amazon Managed Service for Apache Flink

AWS Machine Learning Blog

In this post, we demonstrate how to build a robust real-time anomaly detection solution for streaming time series data using Amazon Managed Service for Apache Flink and other AWS managed services. It offers an AWS CloudFormation template for straightforward deployment in an AWS account. anomalyScore":0.0,"detectionPeriodStartTime":"2024-08-29

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Bundesliga Match Facts Shot Speed – Who fires the hardest shots in the Bundesliga?

AWS Machine Learning Blog

Let’s look at some examples from the current season (2023–2024) The following videos show examples of measured shots that achieved top-speed values. m How it’s implemented In our quest to accurately determine shot speed during live matches, we’ve implemented a cutting-edge solution using Amazon Managed Streaming for Apache Kafka (Amazon MSK).

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11 Open-Source Data Engineering Tools Every Pro Should Use

ODSC - Open Data Science

Apache Kafka For data engineers dealing with real-time data, Apache Kafka is a game-changer. At the Data Engineering Summit on April 24th, co-located with ODSC East 2024 , you’ll be at the forefront of all the major changes coming before it hits. So get your pass today, and keep yourself ahead of the curve.

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7 Best Machine Learning Workflow and Pipeline Orchestration Tools 2024

DagsHub

Also, while it is not a streaming solution, we can still use it for such a purpose if combined with systems such as Apache Kafka. Integration: It can work alongside other workflow orchestration tools (Airflow cluster or AWS SageMaker Pipelines, etc.) Miscellaneous Workflows are created as directed acyclic graphs (DAGs).

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Discover the Most Important Fundamentals of Data Engineering

Pickl AI

billion by 2031, growing at a CAGR of 25.55% during the forecast period from 2024 to 2031. million in 2024 and is projected to grow at a CAGR of 26.8% billion in 2024 to USD 774.00 during the forecast period from 2024 to 2032. The global data warehouse as a service market was valued at USD 9.06 from 2025 to 2030.