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Data Mesh Architecture: Concept, Main Principles, and Implementation

Altexsoft

In the last few decades, we’ve seen a lot of architectural approaches to building data pipelines , changing one another and promising better and easier ways of deriving insights from information. There have been relational databases, data warehouses, data lakes, and even a combination of the latter two. What data mesh IS.

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2018: A Year in Review for Storage Systems.

Hu's Place - HitachiVantara

2018 was a very busy year for Hitachi Vantara. 2018 saw competitive storage vendors follow suit by announcing their intent to consolidate 3 to 5 disparate storage systems just to have a common storage system for the midrange. 2019 will provide even more proof points. So look for their evaluation in Gartner's 2019 reports.

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5 data integration trends that will define the future of ETL in 2018

Abhishek Tiwari

There are several emerging data trends that will define the future of ETL in 2018. A common theme across all these trends is to remove the complexity by simplifying data management as a whole. Unified data management architecture. A solution like Delta makes ETL unnecessary for the data warehousing.

Trends 49
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5 tips for excelling at self-service analytics

CIO

Understand the importance of timeliness and quality of the data on which important decisions are being made. Hemlock launched a self-service analytics initiative in 2018 using Tibco’s Spotfire platform, which is currently being used by all functions of the business. That’s a great place to start.”

Analytics 340
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How companies around the world apply machine learning

O'Reilly Media - Data

This year’s sessions on Data Engineering and Architecture showcases streaming and real-time applications, along with the data platforms used at several leading companies. So much so that a new breed of workers, machine learning engineers , was recently forecasted to be the fastest growing, emerging job in 2018.

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6 trends framing the state of AI and ML

O'Reilly Media - Ideas

Deep learning cooled slightly in 2019, slipping 10% relative to 2018, but deep learning still accounted for 22% of all AI/ML usage. PyTorch looks like a contender: it posted triple-digit growth in usage share rates in both 2018 and 2019. Although TensorFlow grew by just 3%, it, too, garnered 22% share of AI/ML usage in 2019.

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Data Virtualization: Process, Components, Benefits, and Available Tools

Altexsoft

To break data silos and speed up access to all enterprise information, organizations can opt for an advanced data integration technique known as data virtualization. This post is a perfect place to learn about this approach, its architecture components, differences, benefits, tools, and more. What is data virtualization?