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Introduction Machine learning has been a hot topic in the IT industry for the past ten years due to Google's continued dominance in its development and application. From improving search engine results to developing self-driving cars, Google has been leveraging the power of ML to address difficult problems and enhance user experiences. In this article, we'll take a closer look at some of Google's best machine learning (ML) products and how they affect our daily lives. What are the Machine Learning Applications by Google? Google Search One of the most widely used online tools is Google's search engine, and machine ... Read More
Introduction Due to its capacity to recognise spatial characteristics in images, convolutional neural networks (CNNs) have been extensively used in image classification applications. A well-liked open-source machine learning package called PyTorch offers assistance in creating and honing neural networks, including CNNs. In this article, we'll go over how to use PyTorch to create a CNN-based image classifier. Dataset Let's first talk about the dataset before getting into the specifics of the implementation. The CIFAR-10 dataset, which has 60, 000 32x32 color images divided into 10 classes with 6, 000 images each, will be the one we use for this course. ... Read More
Introduction In several industries, including healthcare, banking, transportation, and others, machine learning (ML) has become a potent tool for addressing a variety of issues. The scientific method, however, has been the foundation of scientific investigation for generations. ML and the scientific method have a close association despite the two appearing to be extremely distinct from one another. This article will explore this connection and look at how the two can cooperate to further scientific understanding. What is The Scientific Method? The scientific method is a methodical way to look into occurrences and produce new knowledge. There are several steps involved, ... Read More
Introduction Mobile applications have undergone a revolution, thanks to machine learning, becoming smarter, more individualised, and more effective. There are several ways that machine learning is used in mobile apps, from audio and image recognition to natural language processing and predictive analytics. Today's world is undergoing rapid change, and technology is developing at an unheard-of rate every day. Machine learning, a subset of artificial intelligence that really has fundamentally changed how we use technology in our daily lives, has been one of the most fundamental technological advancements in recent years. Mobile applications are a area wherein machine learning has significantly ... Read More
YUM (Yellowdog Updater, Modified) and Aptitude are two popular package managers for managing software packages on the Linux operating system. YUM (Yellowdog Updater, Modified) is a Linux package management application that is mainly used on the Red Hat, CentOS, and Fedora distributions. Aptitude is package management software for the Linux systems Debian and Ubuntu. Read this article to find out more about YUM and Aptitude and how they are different from each other. What is YUM? YUM (Yellowdog Updater, Modified) is a Linux package management application that is mainly used on the Red Hat, CentOS, and Fedora distributions. It is ... Read More
Xfce and GNOME are two popular desktop environments for Linux and other open-source operating systems. While both provide a graphical user interface (GUI) to interact with the system, there are numerous variations between Xfce and GNOME in terms of design philosophy, user interface, resource utilization, and customization choices. Read this article to find out more about Xfce and GNOME and how they are different from each other. What is Xfce? Xfce is a small, open-source desktop environment popular on Linux and other Unix-like operating systems. It is designed to be fast, effective, and simple to use, making it a good ... Read More
Intel's Xeon and Core 2 Duo CPU families are similar, although they're used for different purposes. Core 2 Duo CPUs are designed for consumer-level computers like laptops and desktops, whereas Xeon processors are designed for high-performance workstations, servers, and data centers. Read this article to find out more about Xeon and Core 2 Duo and how they are different from each other. What are Xeon Processors? Intel's Xeon processor family is specifically developed for use in high-performance workstations, servers, and data centers. For enterprise-level computing, Xeon processors are designed to deliver high levels of performance, dependability, and security. The multi-core ... Read More
VLAN (virtual local area network) and subnet are two different computer networking concepts. A VLAN is a logical group of connected devices on the same physical network, whereas a subnet is a logical division of an IP network that allows devices to communicate with one another. Read this article to find out more about VLAN and Subnet and how they are different from each other. What is VLAN? A VLAN (virtual local area network) is a logical grouping of network devices that are connected to the same physical network but appear to be on different physical networks. In other words, ... Read More
UMTS (Universal Mobile Telecommunications System) and HSDPA (High-Speed Downlink Packet Access) are cellular communication systems. UMTS is a 3G technology that was released in the early 2000s, whereas HSDPA is a UMTS upgrade that was released later in 2005. Read this article to find out more about UMTS and HSDPA and how they are different from each other. What is UMTS? The Universal Mobile Telecommunications System (UMTS) is a 3G (third-generation) cellular technology that was introduced in the early 2000s. UMTS is designed to deliver faster data transfer rates and greater network efficiency than its predecessor, GSM (Global System for ... Read More
Canonical's Ubuntu is a popular open-source Linux operating system. It is available in two flavors: Ubuntu Desktop and Ubuntu Server. While both versions use many of the same underlying technologies, their intended use cases and target audiences are different. Read this article to find out more about Ubuntu Desktop and Server and how they are different from each other. What is Ubuntu Desktop? Ubuntu Desktop is a free and open-source Linux operating system for personal computers and workstations. It includes a graphical user interface (GUI) that allows users to interact with the operating system through the use of a mouse ... Read More