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In any computer system, the Operating System (OS) is the most important system software that creates an interface between a computer user and the computer hardware, and also manages all the system resources. The operating system is a software that performs all the necessary basic functions like file management, memory management, process management, input and output handling, and controlling of peripheral devices, such as disk drives and printers. The operating system is entirely responsible for creating a user interface and providing a platform to work all other software applications. However, like any other software of a computer system, the operating ... Read More
Introduction Artificial intelligence (AI) has emerged as a disruptive force across several industries, revolutionizing the way people work, communicate, and live. AI has enormous potential to advance undetectable outcomes, improve diagnoses, and accelerate treatment procedures in the realm of healthcare. In this article, we examine the subject of whether artificial intelligence may make doctors more effective. We seek to get a thorough knowledge of the role AI may play in establishing enduring periods of restorative healing by examining the relevance of AI in healthcare, acknowledging the value of human talent, and attending to the drawbacks and difficulties associated with AI ... Read More
Introduction Gradient descent could be a broadly utilized optimization algorithm in machine learning, empowering models to play down the taken−a−toll work and learn from information productively. Two common varieties of gradient descent are Batch Gradient Descent (BGD) and Stochastic Gradient Descent (SGD). Whereas both calculations point to imperatively overhauling demonstrate parameters based on the angles, they contrast in their approaches to taking care of information and merging. This article gives an in−depth comparison of BGD and SGD, highlighting their contrasts, preferences, utilize cases, and trade−offs. What is Batch Gradient Descent? It calculates the normal slope overall preparing ... Read More
A computer system that is specially designed to work and respond the external events in a timely and predictable fashion is referred to as a real-time system. Read this tutorial to learn the basic model of a real-time system. But before that let’s have a look into the basics of a real-time system. What is a Real-Time System? A computer system that is capable of responding to external events in a timely and predictable fashion is referred to as a real-time system. Real-time systems are commonly used in various applications, such as industrial automation, robotics, automotives, medical instruments, scientific and ... Read More
In MATLAB, for removing NaN value from a matrix, the following two functions are most widely used. remmissing () isnan () Now let us understand the removal of NaN value from a matrix in MATLAB using these two functions with the help of example programs. Removing NaN Values Using the isnan () Function In MATLAB, we can use the "isnan()" function to find the NaN values in a matrix and then can be used to remove them using logical indexing. The "isnan ()" function returns a value TRUE (logic 1) for NaN elements and FALSE (logic 0) for ... Read More
Introduction In the area of machine learning, there exists a groundbreaking technology that has redefined gaming and visual content rendering. Deep Learning Super Sampling (DLSS) is an innovative technique designed to enhance image quality by leveraging artificial intelligence algorithms. This article aims to dive into the intricacies of DLSS, shedding light on its significance, mechanics, and enthralling potential. One remarkable application is Deep Learning Super Sampling, a cutting−edge technique that uses advanced algorithms to enhance image quality and improve visual fidelity in real−time rendering. Deep Learning Super Sampling Traditional anti−aliasing techniques have long been employed to reduce jagged ... Read More
MATLAB is a programming environment developed for scientists and engineers to design and analyze system, perform data analysis, create visualizations, and more. MATLAB stands for Matrix Laboratory, it is a programming and interactive platform developed by MathWorks to provide a variety of tools for programming mathematical functions and operations, data analysis, etc. MATLAB is extensively used in different field of science, engineering, finance, economics, and more. Read this article to understand the process of finding the exact string in a cell array in MATLAB. What is a Cell Array in MATLAB? In MATLAB, a cell array is a data structure ... Read More
Introduction In the realm of data analysis and machine learning, accurate grouping of similar entities is crucial for efficient decision−making processes. While traditional clustering algorithms have certain limitations, CURE (Clustering Using Representatives) offers a unique approach that shines with its creative methodology. In this article, we will dive into a detailed exploration of the CURE algorithm, providing a clear understanding along with an illustrative diagram example. As technology advances and big data proliferates across industries, harnessing the power of algorithms like CURE is essential in extracting valuable knowledge from complex datasets for improved decision−making processes and discovery of hidden patterns ... Read More
Introduction Clustering could be a crucial method in machine learning utilized to bunch comparative information focuses together based on their inalienable designs and likenesses. Two commonly utilized clustering approaches are Hierarchical Clustering and Non−Hierarchical Clustering. Hierarchical Clustering makes a progressive structure of clusters by dynamically consolidating or dividing clusters based on their closeness or divergence. This comes about in a tree−like structure known as a dendrogram, which gives bits of knowledge into the various levelled connections between clusters. On the other hand, NonHierarchical Clustering straightforwardly allows information focused on clusters without considering various levelled structures. Understanding the contrasts and characteristics ... Read More
MATLAB is a programming environment developed for scientists and engineers to design and analyze system, perform data analysis, create visualizations, and more. MATLAB stands for Matrix Laboratory, it is a programming and interactive platform developed by MathWorks to provide a variety of tools for programming mathematical functions and operations, data analysis, etc. MATLAB is extensively used in different field of science, engineering, finance, economics, and more. Read this tutorial to learn the different methods of finding the closest value in an array in MATLAB. But before that let's get an idea about Array in MATLAB. What is an Array in ... Read More