WHY IT MATTERS: Digital Transformation
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WHY IT MATTERS: Digital Transformation

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Gartner Critical Capabilities for #Analytics and Business Intelligence #BI Platforms has good insights + is #NotAQuadrant + scoring needs to be adapted to your reality

From www.gartner.com - May 9, 2022 2:51 PM

The 2022 edition of the Critical Capabilities for Analytics and Business Intelligence Platforms has the same 12 capabilities as the 2021 edition. However, the underlying questionnaire used to evaluate all 20 vendors was expanded, adding nine new subcriteria for a total of 79 questions.

Farid Mheir's insight:

WHY IT MATTERS: love reports like these as they 1) provide a quick overview of most common solution 2) provide analysis based on use cases and not a quadrant with one "winner" 3) can be scored according to your reality which may change the ranking (based on your existing tech, skills available, costs, etc.)

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AWS Data Lakes: Architecture Examples and Diagrams #referenceArchitecture via @upSolver #AWS #BI

AWS Data Lakes: Architecture Examples and Diagrams #referenceArchitecture via @upSolver #AWS #BI | WHY IT MATTERS: Digital Transformation | Scoop.it
From www.upsolver.com - January 12, 2022 8:48 AM

This frequently-updated page contains real-life examples and diagrams from Upsolver customers who are using AWS data lakes. While the Upsolver platform itself is a key component in all of these architectures, we hope even non-customers can learn from these examples when it comes to the use cases, considerations, and design patterns that go into a typical cloud data lake.

Farid Mheir's insight:

WHY IT MATTERS: you don't see this often these days. A useful compilation of data lake reference architectures - of coursed biased by software vendor upsolver and AWS, but still very useful - with links to the original engineering blogs. Bravo!

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ChikkTinny's comment, January 12, 2022 11:17 PM
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Key elements to understand Data Cleaning with useful insights for an often difficult task to automate - best case remains to have clean data at the source #AI #bigData #eCommerce #businessIntelligence

Key elements to understand Data Cleaning with useful insights for an often difficult task to automate - best case remains to have clean data at the source #AI #bigData #eCommerce #businessIntelligence | WHY IT MATTERS: Digital Transformation | Scoop.it
From www.mygreatlearning.com - January 11, 2022 8:46 AM

Data cleaning is a massive part of data pre-processing and model building for machine learning algorithms so it's something you can never miss.

Farid Mheir's insight:

WHY IT MATTERS: data is essential for AI but also all kinds of business intelligence and analytics in the "traditional" world of eCommerce for example. The post brings up some of the elements to consider when planning to cleanse data. Not a trivial task to perform automatically.

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