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Thought Leadership

Data Engineering Machine Learning Thought Leadership

Delta-rs, Apache Arrow, Polars, WASM: Is Rust the Future of Analytics?

Oz Katz

This post is a recap of a talk I gave at this year’s Data + AI Summit about why I believe the Rust Programming Language and related novel technologies such as WebAssembly will play a large part in the data ecosystem in the coming years. The talk covers: The “present” of analytics (from my perspective, …

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Thought Leadership

MLOps Is Overfitting: Here’s Why

Einat Orr, PhD

VC surveys show that the MLOps category has significantly expanded in the past few years, with hundreds of companies defining themselves as part of this dynamically evolving niche.  MLOps systems provide the infrastructure allowing ML practitioners to manage the lifecycle of their work from development to production in a robust and reproducible manner. An MLOps …

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Data Engineering Thought Leadership

Year in Review: Thanks A-LOTL for an Outstanding 2022

Adi Polak

2022 has been an incredible year, in the same way that roller coasters are thrilling. Our industry has seen many shifts and rapid changes – which we experienced together. In 2022, we witnessed how data engineering teams became increasingly central to any data-driven organization. And the growth of more significant roles of Analytics Engineers, ML …

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Thought Leadership

4 New Year Resolutions for Data Engineering Leaders and How You Can Achieve Them

Michal Wosk

Introduction As 2022 is about to end, many engineering leaders use this time to reflect on the year that has passed and start planning ahead on the year upcoming. Data engineering teams are usually swamped with tasks and requirements, which are many times also accompanied by failures and issues that require immediate attention. Therefore using …

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Data Engineering Thought Leadership

4 Ways to Reduce Cloud Data Storage Costs

Oz Katz

In the past year, words like recession, business slowdown and monetary cuttings are being heard more and more often. Not just in the economic press and in the media, these discussions are very much heard also in almost all companies – within boardrooms, in management meetings and when engaging with potential investors and customers. As …

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Data Engineering Thought Leadership

Top Data Engineering Conferences & Events You Don’t Want to Miss in the Fall of 2022!

The lakeFS team

As the Covid-19 pandemic loosens its grip on the world, we’re all eager to start travelling and meeting in person again. The great news is that in persone conferences are back, so it’s time to make up for lost time! Attending conferences is a great way to learn, network, and engage with like-minded people.  Not …

Top Data Engineering Conferences & Events You Don’t Want to Miss in the Fall of 2022! Read More »

Data Engineering Thought Leadership

Data Manageability: The revolution that is turning Data Trust into the New North Star

Einat Orr, PhD

A few weeks ago, I was looking at a dashboard in our internal BI system. It’s a simple system. Redash over PostgreSQL that has just a few hundreds of thousands of rows.  I noticed a change in one of my favourite metrics that calculates the number of new installations since the beginning of the quarter. …

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