Resources

Many teens are fond of technology in all its manifestation. As they grow up, their interest becomes rather professional, and many of them decide to become certified coders to create all those games, software, apps, websites, and so on. This is a very prospective area, which will always be in high demand. Yet, the path […]

EM Algorithm is the short form of Expectation-Maximization Algorithm, a methodology for algorithm construction. It can be seen as an unsupervised clustering method on mixture models. Unsupervised Machine Learning is a type of Machine Learning. To get to know more about it, check out this link. The EM algorithm follows an iterative approach, which tries

In the domain of Machine Learning, there is a boom in Transfer Learning. Let us understand Transfer learning and understand what is all this hype about. Understanding Transfer Learning Gathering new data for a completely new task and training a new model from scratch can be challenging a lot of times. Transfer Learning is a

Computer Vision and Object Detection or Recognition systems use Bounding Boxes or rectangles to identify an object in an image or video frame. Bounding boxes appear in the boundary of an object distinguishing it from other things, which can be useful for performing object tracking in sequential video frames. Let me explain with a simple

OCR stands for optical character recognition and is used to obtain text from image formats. OCR is often used to retrieve data from scanned documents. You must have gone through various applications to obtain text from PDFs and images. All these applications internally use optical character recognition. While the data present in the scanned documents

Introduction Kubernetes has emerged as the standard for container orchestration, enabling organizations to manage and scale their containerized applications efficiently. However, with the increased adoption of Kubernetes comes the need for robust security measures to protect sensitive data, prevent unauthorized access, and ensure the overall integrity of the deployment. Kubernetes’s dynamic and distributed nature introduces

ChatGPT, powered by OpenAI’s GPT-3 and GPT-4 models, has gained immense popularity as a versatile language model capable of assisting users in various tasks. Although it cannot write complete applications or solve complex coding problems, it excels at generating code foundations, routines, tasks, and subroutines. Trained on a vast database of text, including code snippets