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Articles on Trending Technologies
Technical articles with clear explanations and examples
Difference between Bayesian Machine Learning and Deep Learning
Most individuals outside the artificial intelligence field probably think that Deep Learning and Machine Learning are the same. However, such is not the situation. Modeling statistics using Bayes' Theorem is the paradigm of Bayesian ML. Deep learning is a discipline of machine learning, a multi-layered artificial neural network. Even a simple neural network can approximate the truth, but a more elaborate network with concealed layers can greatly enhance precision. Everyone interested in learning more about AI should start by familiarizing themselves with the terminology used in the subject. These neural networks "learn" from extensive datasets to mimic human brain ...
Read MoreHow to Find Files in Linux With the Find Command?
Introduction When it comes to working with files in Linux, there are a number of commands that can be used to help manage them. One such command is the "find" command. As the name suggests, this command is used to search for files within a directory and its subdirectories. The find command is a powerful tool that can help you locate any file on your system with ease. The Find command works by searching through directories and displaying all files and directories that match the specified criteria. The syntax of the find command includes specifying the directory to ...
Read MoreHow to Find Apache Document Root in Linux?
Introduction Apache Document Root is a folder where all the files that are accessible via the webserver are stored. It is the main directory that contains all the website's files, including HTML, CSS, PHP, JavaScript and other files. The document root serves as a starting point or base location for all website resources when requested by clients through their browsers. When a user requests access to a website via a browser request, Apache server searches for the requested resource in its document root directory. If it is found, then Apache server sends back the requested file content to ...
Read MoreHow to Find and Install Software Applications in Fedora Linux?
Introduction Fedora Linux is a popular distribution of the Linux operating system that is known for its cutting-edge features, frequent updates, and robust security. It is developed by the community-supported Fedora Project, which is sponsored by Red Hat Inc., one of the world's leading providers of open-source technology solutions. One of the key aspects of using Fedora Linux is software installation. Unlike other operating systems, which often rely on centralized app stores or paid software packages, Fedora uses a package management system to allow users to install and update software applications from official repositories and third-party sources. This package ...
Read MoreHow to Find All Failed SSH login Attempts in Linux?
Introduction As a Linux system administrator, one of your most important tasks is to ensure the security of your system. One way to do this is by monitoring failed SSH login attempts. Every time a user attempts to log in via SSH, whether successful or not, it is recorded in the system logs. By analyzing these logs, you can identify any unauthorized access attempts and take action to prevent them. Failed login attempts can be an indicator of several security issues such as brute-force attacks by hackers attempting to guess passwords or compromised user accounts. Monitoring failed SSH login ...
Read MoreHow to File a Software Bug to Fedora?
Introduction If you are a software user or developer, you have likely encountered a software bug at some point. A software bug is an error or flaw in a computer program that causes it to produce unintended or incorrect results. These bugs can range from minor nuisances to major issues that cause programs to crash, and they can occur in any software application regardless of its complexity. Fedora is a popular open-source operating system that is used by millions of people around the world. It is known for its stability, security, and cutting-edge features, making it a favorite among ...
Read MoreFuture of Machine Learning in Finance
Machine learning is silent, continual progress. Machine Learning (ML) is a branch of AI that analyses data to make predictions, provide suggestions, and enhance performance over time. It does this by training neural networks, which are complicated mathematical structures, on massive datasets. This capability to increase precision and velocity in human decision-making and productivity has the potential to revolutionize the financial services sector and is already doing so. Machine learning has advanced to the point where a new term, "deep learning, " has been coined to describe it. In 1930, the first neural networks were presented, designed to mimic the ...
Read MoreHow to Extract or Unzip tar.gz Files from Linux Command Line?
Introduction Tar.gz files, also known as "tarballs, " are a type of file format that is commonly used in Linux and other Unix-based operating systems. A tarball is essentially a compressed archive that contains one or more files or directories. These files are typically compressed using the gzip compression algorithm, resulting in a smaller file size than their uncompressed counterparts. The purpose of using tarballs is to make it easier to transfer large amounts of data between different systems and to store backups of important data. In addition, they allow you to compress multiple files into a single archive, ...
Read More10 Things to know about Machine Learning
Artificial intelligence's subfield, "machine learning", is gaining ground in corporate settings. A computer analyzes the data for patterns that may be utilized to draw conclusions or make forecasts. Here we'll look at ten things about machine learning. A few of the many phases in machine learning include preparing the data, training and testing the model, avoiding overfitting and underfitting, tweaking the hyperparameters, deploying the model, and continuing to learn. Types of Machine Learning There are three distinct approaches to machine learning: supervised, unsupervised, and reinforcement. When training a model using supervised learning, the predicted outcome or prediction for each sample ...
Read MoreHow can calculus be used in Machine Learning?
Calculus is a branch of mathematics that deals with the study of continuous change. It is an essential tool in machine learning (ML) which is used to optimize algorithms and model functions. Machine learning is all about using algorithms to help machines learn from data and improve their performance without needing to program every single step explicitly. In this article, we will learn about how calculus can be used in machine learning. Calculus in Machine Learning Calculus plays a very important role in machine learning, forming the mathematical basis for numerous algorithms and models. There are two branches of ...
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