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How Much Do We Trust Our Models? Machine learning has found its way into our everyday life in the form of personal assistants like Siri who recognize our desires most of the time. In fact, machine learning has proven to work so well that models are introduced to more and more critical applications. Autonomous driving heavily relies on computer vision based on Deep Neural Networks. Recent EU copyri
Introduction All right, we’re gonna try and compare tools. Why try? When we talk about continuous integration (CI) and continuous deployment (CD), a myriad of tools is available, and each of them has a slightly different scope. Jenkins for example has been around for years and offers great pluggability, leading to a highly customizable CI/CD experience―you can build almost anything (both in a good
Spark Streaming Use Case Spark Streaming is used for a variety of use cases at the mentioned client. This blog post focusses on one streaming application, which processes about 70 mio. transactions per day on weekdays. The transactions arrive in batched messages, where each message contains about 200 transactions. During opening hours of the retail stores, about 1700 transactions per second are pr
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