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Exploring the Power of Outlier Detection in Regression Analysis
Imagine you have a magical tool called studentized residuals that helps you explore the secrets hidden in data. These residuals are like detectives who investigate the influence and odd behaviors of individual data points. They compare the actual values of something you're trying to predict with the values your model predicts, and then they measure how different they are. By using a special formula, they make sure the measurements are fair, no matter what model or dataset you're using...
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Publish to MSK Kafka using AWS Lambda Python
Apache Kafka is a distributed streaming platform designed to handle real-time data streams efficiently. It uses a publish-subscribe model, where producers publish messages to topics, and consumers subscribe to those topics to receive the messages. Amazon MSK simplifies the deployment and management of Kafka clusters on AWS, providing a fully managed and scalable solution. You can use AWS lambda in python to publish to MSK topic...
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Fix SonarQube Error of Public Writable Directories in AWS lambda python
In AWS Lambda functions, it's common to use temporary directories for tasks like generating temporary files, storing intermediate data, or processing data securely. However, improperly managing publicly writable directories can lead to security vulnerabilities. In this article, we'll explore how to address this issue and ensure safe usage of temporary directories in AWS Lambda functions using Python's tempfile module...
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