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Automated Testing in Data Engineering: An Imperative for Quality and Efficiency

DZone

This holds true for the critical field of data engineering as well. As organizations gather and process astronomical volumes of data, manual testing is no longer feasible or reliable. Automated testing methodologies are now imperative to deliver speed, accuracy, and integrity.

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Spice up your Analytics: Amazon QuickSight Now Generally Available in N. Virginia, Oregon, and Ireland.

All Things Distributed

Today, I am very happy to announce that QuickSight is now generally available in the N. When we announced QuickSight last year, we set out to help all customers—regardless of their technical skills—make sense out of their ever-growing data. Put simply, data is not always readily available and accessible to organizational end users.

Analytics 152
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Ready-to-go sample data pipelines with Dataflow

The Netflix TechBlog

Optionally, this step can use the Write-Audit-Publish pattern to ensure that data is correct before it is made available to the rest of the company. Having a well-documented starting point removes some of the struggle that comes with starting from scratch and considerably speeds up the first iteration of the development cycle.

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How Data Inspires Building a Scalable, Resilient and Secure Cloud Infrastructure At Netflix

The Netflix TechBlog

While our engineering teams have and continue to build solutions to lighten this cognitive load (better guardrails, improved tooling, …), data and its derived products are critical elements to understanding, optimizing and abstracting our infrastructure. In the Efficiency space, our data teams focus on transparency and optimization.

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Reimagining Experimentation Analysis at Netflix

The Netflix TechBlog

This enables us to optimize their experience at speed. Our data scientists faced numerous challenges in our previous infrastructure. Complex business logic was embedded directly into the ETL pipelines by data engineers. In order to replicate results, scientists had to delve deep into the data, code, and documentation.

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Hyper Scale VPC Flow Logs enrichment to provide Network Insight

The Netflix TechBlog

Network Availability: The expected continued growth of our ecosystem makes it difficult to understand our network bottlenecks and potential limits we may be reaching. Spark could look up and retrieve the data in the s3 files that the Mouthful represented.

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Top 20 Websites For Online Automation Testing Courses and Certifications

Testsigma

This article presents a list of some of the best available online Automation Testing courses and certifications you can consider. Some of the best courses available on Udemy are: API Automation RPA Automation Appium – Mobile Automation Testing. There are detailed courses available for learning automation testing.

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