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The Challenge of Data Quality and Availability—And Why It’s Holding Back AI and Analytics

Striim

But theyre only as good as the data they rely on. If the underlying data is incomplete, inconsistent, or delayed, even the most advanced AI models and business intelligence systems will produce unreliable insights. Heres why: AI Models Require Clean Data: Machine learning models are only as good as their training data.

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A Guide to Data Pipelines (And How to Design One From Scratch)

Striim

Data pipelines are the backbone of your business’s data architecture. Implementing a robust and scalable pipeline ensures you can effectively manage, analyze, and organize your growing data. We’ll answer the question, “What are data pipelines?” Table of Contents What are Data Pipelines?

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Complete Guide to Data Transformation: Basics to Advanced

Ascend.io

Data Aggregation Data aggregation is a powerful technique that involves compiling data from various sources to provide a comprehensive view. This process is crucial for generating summary statistics, such as averages, sums, and counts, which are essential for business intelligence and analytics.

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What is a Data Pipeline (and 7 Must-Have Features of Modern Data Pipelines)

Striim

A well-executed data pipeline can make or break your company’s ability to leverage real-time insights and stay competitive. Thriving in today’s world requires building modern data pipelines that make moving data and extracting valuable insights quick and simple. What is a Data Pipeline?

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Combining The Simplicity Of Spreadsheets With The Power Of Modern Data Infrastructure At Canvas

Data Engineering Podcast

Push information about data freshness and quality to your business intelligence, automatically scale up and down your warehouse based on usage patterns, and let the bots answer those questions in Slack so that the humans can focus on delivering real value. Unstruk is the DataOps platform for your unstructured data.

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Making The Total Cost Of Ownership For External Data Manageable With Crux

Data Engineering Podcast

Push information about data freshness and quality to your business intelligence, automatically scale up and down your warehouse based on usage patterns, and let the bots answer those questions in Slack so that the humans can focus on delivering real value. Tired of deploying bad data? Tired of deploying bad data?

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Low Friction Data Governance With Immuta

Data Engineering Podcast

Fortunately, there’s hope: in the same way that New Relic, DataDog, and other Application Performance Management solutions ensure reliable software and keep application downtime at bay, Monte Carlo solves the costly problem of broken data pipelines. The first 25 will receive a free, limited edition Monte Carlo hat!