In this article, I will explain What is N Queens Problem. Basically, the N Queens Problem is a classic problem in computer science and mathematics. It involves placing N chess queens on an NxN chessboard such that no two queens threaten each other. In other words, no two queens can be placed on the same row, column, or diagonal. In […]
In the following article on Beyond Virtualization: Unleashing the Power of Docker Containers, I will explain Docker Containers. Docker containers have revolutionized the way applications are deployed and managed. Here are some key benefits that demonstrate the power of Docker containers. Portability: Docker containers are lightweight and self-contained, which makes them highly portable. This means that applications can be easily […]
In this article, I will explain the Metrics that Prometheus Uses. Prometheus is an open-source monitoring and alerting system that collects and stores time-series data from various sources. It provides a flexible query language, PromQL, for querying and analyzing metrics, and also supports various metric types. The following list shows some of the metrics that Prometheus uses. Counter: A counter […]
In this article on What are the Metrics that CloudWatch Uses, we will discuss the metrics used by AWS CloudWatch. Amazon CloudWatch is a monitoring and observability service provided by Amazon Web Services (AWS) that collects and stores metrics, logs, and events from AWS resources and applications. The following list shows some of the metrics that CloudWatch uses. CPU Utilization: […]
In this article, we will discuss Performance Monitoring Tools for Docker. There are several performance monitoring tools available for Docker, which allow you to monitor and optimize the performance of your Docker containers and applications. Here are some of the popular tools: Docker Stats: Docker Stats is a built-in tool that provides real-time metrics for CPU usage, memory usage, and […]
The following article explains Advanced Git Concepts like Gitignore, Git Hooks, Git Stash, and Git Rebase. gitignore Create a new Git repository or navigate to an existing one. Create a file named “.gitignore” in the root directory of your project. Open the “.gitignore” file in a text editor. Add patterns to the file to specify which files or directories should […]
The following article explains Git Best Practices. Brief Introduction to Git Best Practices Committing Frequently One of the best practices in Git is to commit frequently. Instead of making large, sweeping changes and committing them all at once, it is recommended to make small, logical changes and commit them separately. In fact, this practice has several benefits. Granularity: By committing […]
The following article on How Does Amazon EBS Differs From S3 Storage highlights important differences between EBS and S3 in AWS. Amazon Elastic Block Store (EBS) and Amazon Simple Storage Service (S3) are both storage services provided by Amazon Web Services (AWS), but they have distinct characteristics and use cases. The following list shows the key differences between Amazon EBS […]
In this article, I will explain CNNs for Image Recognition. Convolutional Neural Networks (CNNs) are a popular type of neural network for image recognition tasks. They are effective at automatically learning and extracting relevant features from raw image data without the need for manual feature engineering. In a typical CNN architecture for image recognition, the input image is passed through […]
In this article, I will explain How to Use CNNs in Computer Vision. Convolutional Neural Networks (CNNs) are commonly used in computer vision for various tasks such as image classification, object detection, and semantic segmentation. Here are some steps to follow when using CNNs in computer vision: Prepare the dataset: Collect and preprocess the dataset by resizing the images, normalizing […]