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Data Engineering Roadmap, Learning Path,& Career Track 2025

ProjectPro

However, with so many tools and technologies available, it can be challenging to know where to start. Data Engineering refers to creating practical designs for systems that can extract, keep, and inspect data at a large scale. Ability to demonstrate expertise in database management systems. What is Data Engineering?

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What is Apache Iceberg: Features, Architecture & Use Cases

ProjectPro

Introduced by Facebook in 2009, it brought structure to chaos and allowed SQL access to Hadoop data. As organizations scaled in terms of data volume, number of users, and concurrent applications, cracks in the Hive format-based storage systems began to show. For a long time, the answer was the Apache Hive table format.

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25 TensorFlow Projects Ideas for Beginners to Practice in 2025

ProjectPro

Although there are entire applications based on it, ironically, creating your own Optical Character Recognition system isn’t all too hard. The well-loved Twitter is no stranger to these ranking systems. Kingsoft WPS, built with TensorFlow, is one of the tools in the market which has all these functionalities. Million by 2025.

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A case for QLC SSDs in the data center

Engineering at Meta

QLC technology addresses these challenges by forming a middle tier between HDDs and TLC SSDs. QLC flash as a technology has been around since 2009. Pure Storages DFMs can allow scaling up to 600TB with the same NAND package technology. As discussed above, our QLC systems are very high in density.

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The Roots of Today's Modern Backend Engineering Practices

The Pragmatic Engineer

If you had a continuous deployment system up and running around 2010, you were ahead of the pack: but today it’s considered strange if your team would not have this for things like web applications.  Joshua is currently VP of Product & Strategy at VMware, a cloud computing and virtualization technology company.

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Going from Developer to CEO: Chronosphere

The Pragmatic Engineer

In 2009, the tech scene in Australia was not as vibrant as it is today: Atlassian was still small and Canva didn’t exist. Microsoft In 2009, not many US tech companies were hiring, as the sector was still recovering from the 2008 crash. With my team, we built the basics of what is now called AWS Systems Manager.

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Bun: lessons from disrupting a tech ecosystem

The Pragmatic Engineer

In 2009, it was revolutionary and the majority of the JavaScript backend development community moved to this ecosystem. Technological innovation rarely happens in a vacuum; it builds on previous technologies. In the case of the Node ecosystem, Node is the innovator.