Remove what-is-api-definition-types-specifications-documentation
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Migrating From Elasticsearch 7.17 to Elasticsearch 8.x: Pitfalls and Learnings

Zalando Engineering

What this article is about What kind of changes we had to make to the codebase How we did the actual upgrade What challenges we faced How we did the data transfer How the data was kept in sync What this article is not A step-by-step guide on how to upgrade Elasticsearch (read on to find out why).

Scala 86
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The Rise of the Data Engineer

Maxime Beauchemin

I joined Facebook in 2011 as a business intelligence engineer. By the time I left in 2013, I was a data engineer. We were data engineers! Data Engineering? At the same time, data engineering was the slightly younger sibling, but it was going through something similar. I wasn’t promoted or assigned to this new role.

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New Snowflake Features Released in May–July 2023

Snowflake

At Snowflake Summit, we announced a wave of product innovations: Snowpark ML Modeling API, Snowflake Native App Framework, Dynamic Tables and more. Read our Summit recap blog for highlights across industries or watch Summit sessions now on-demand. What remains challenging is how streaming data is brought together with batch data.

Scala 52
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Why teach MLOps to your Data Science Teams?

DareData

These practices and methodologies are commonly known as MLOps, short for Machine Learning Operations and they bridge the gap between data science and software engineering, ensuring the pillars of experimentation: reproducibility, performance, scalability and monitorization. But that is not all!

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SQL and Complex Queries Are Needed for Real-Time Analytics

Rockset

We'll be publishing more posts in the series in the near future, so subscribe to our blog so you don't miss them! That changed when NoSQL databases such as key-value and document stores came on the scene. Limitations of NoSQL SQL supports complex queries because it is a very expressive, mature language.

SQL 52
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7 Lessons From GoCardless’ Implementation of Data Contracts

Monte Carlo

Data contracts have since became one of the most discussed topics in data engineering. For posterity, we have preserved Barr’s forward that examines what was then a very nascent trend, but we have also added an updated data contract FAQ as an addendum. Forward: A Data Engineering Movement Afoot? Or is it a passing fad?

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Crafting Effective Microservices in Python

Zalando Engineering

TL;DR: The API-first approach combined with Connexion are powerful tools to create effective microservices. The use of API-first brings the benefit of creating APIs that fulfil the expectations of your clients. Besides that, using Connexion will help you develop APIs in Python in a smooth manner.

Python 40