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Apache Kafka is a popular distributed streaming platform that allows you to process and store huge volumes of data in real-time. Thanks to this, it has become an important component of many modern data pipelines. With Kafka being so critical to your infrastructure, it's important to keep a close eye...
Scott Robinson
Django is one of today's most widely-used Python web frameworks. For now, we will not focus on the technical definition of a web framework - the guide includes a section dedicated to explaining what frameworks are and what they do - but rather consider the literal meaning of the word,...
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One key aspect of ensuring a well-managed and maintained Kafka cluster is monitoring the number of messages in a topic. By keeping an eye on the message count, you can ensure your system is operating smoothly and detect potential issues. There are a number of ways to get the message...
At the heart of Kafka's architecture are its consumers, which read and process data from Kafka topics. Essentially, consumers are client applications or services that subscribe to one or more topics, which then fetch and process the messages published to these topics. You'll likely find that it's important to list...
In the world of distributed data streaming platforms, Apache Kafka has become the go-to choice for many developers and data engineers. It is a powerful tool that enables efficient handling of large volumes of data, making it an important component in modern data-driven applications. If you're working with Kafka, chances...
This guide is the third and final part of three guides about Support Vector Machines (SVMs). In this guide, we will keep working with the forged bank notes use case, have a quick recap about the general idea behind SVMs, understand what is the kernel trick, and implement different types...
Cássia Sampaio
This guide is the second part of three guides about Support Vector Machines (SVMs). In this guide, we will keep working on the forged bank notes use case, understand what SVM parameters are already being set by Scikit-Learn, what are C and Gamma hyperparameters, and how to tune them using...
If you've stumbled upon this article, chances are you've already been working with Apache Kafka, the open-source distributed streaming platform that has gained significant popularity for its ability to handle large-scale, real-time data processing. In this article, we'll dive into the nitty-gritty of managing and monitoring Kafka topics. Topics are...
This guide is the first part of three guides about Support Vector Machines (SVMs). In this series, we will work on a forged bank notes use case, learn about the simple SVM, then about SVM hyperparameters and, finally, learn a concept called the kernel trick and explore other types of...
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