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Migrate from Amazon Kinesis Data Analytics for SQL to Amazon Managed Service for Apache Flink and Amazon Managed Service for Apache Flink Studio

AWS Big Data

Amazon Kinesis Data Analytics for SQL is a data stream processing engine that helps you run your own SQL code against streaming sources to perform time series analytics, feed real-time dashboards, and create real-time metrics. AWS has made the decision to discontinue Kinesis Data Analytics for SQL, effective January 27, 2026.

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Amazon CloudWatch metrics for Amazon OpenSearch Service storage and shard skew health

AWS Big Data

In this post, we explore how to deploy Amazon CloudWatch metrics using an AWS CloudFormation template to monitor an OpenSearch Service domain’s storage and shard skew. This allows write access to CloudWatch metrics and access to the CloudWatch log group and OpenSearch APIs. An OpenSearch Service domain. Choose Next.

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The Top 20 Data Visualization Books That Should Be On Your Bookshelf

datapine

Now that you’re sold on the power of data analytics in addition to data-driven BI, it’s time to take your journey a step further by exploring how to effectively communicate vital metrics and insights in a concise, inspiring, and accessible format through the power of visualization. back on every dollar spent. click for book source**.

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TBM helps CIOs translate tech spending to business outcomes

CIO Business Intelligence

TBM alternatives Logistics provider KUOG has been using TBM since its inception in 2016, says CEO and president Roy Rucker Sr. Frameworks that provide visibility into our IT spending and its business impact allow us to make more informed, strategic decisions.

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Build and manage your modern data stack using dbt and AWS Glue through dbt-glue, the new “trusted” dbt adapter

AWS Big Data

The gold model joins the technical logs with billing data and organizes the metrics per business unit. Use the following query to explore the metrics created by the dbt project: SELECT cm.avg_cost_per_minute , cm.avg_cost_per_distance , pm.avg_cost_per_passenger , cm.year , cm.month , cm.type FROM "dbt_glue_demo_nyc_metrics"."

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13 Essential Data Visualization Techniques, Concepts & Methods To Improve Your Business – Fast

datapine

While pie charts have received a bad rep in recent years, we feel that they form a useful visualization tool that serves up important metrics in an easy-to-follow format. Retail analytics tools allow you to visualize relevant metrics in interactive bar charts such as the one displayed below. c) Pie charts. d) Gauge charts.

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Data Literacy for Responsible AI: Algorithmic Bias

DataRobot

For example, in 2016 ProPublica discovered algorithmic bias in COMPAS (Correctional Offender Management Profiling for Alternative Sanctions), a proprietary algorithm used to predict the likelihood that an individual accused of a crime would reoffend.

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