Docker containers has moved beyond a buzzword to become a cornerstone of modern infrastructure and software deployment. At its core, Docker addresses long-standing challenges in application portability, dependency management, and environmental consistency, offering a totally new way to approach to how we build, ship, and run software. Historically, the phrase “it works on my machine” Read More …
Category: Learn IT
This is all of the posts dedicated to sharing the IT knowledge I have accumulated through the years and through all of the positions, companies, and projects. As I say, I am not the sharpest tool in the shed, but my shed and tool collection is a lot larger than the average bear, Boo Boo.
ICMP – Internet Control Message Protocol
The Internet Control Message Protocol (ICMP) is a fundamental protocol used in the Internet Protocol (IP) suite. It is primarily designed for network devices to communicate error messages and operational information regarding the status of the network. While ICMP is not used for transmitting data like TCP (Transmission Control Protocol) or UDP (User Datagram Protocol), Read More …
Decision Trees in Artificial Intelligence
Decision trees are a popular and intuitive method used in artificial intelligence (AI) for classification and regression tasks. They represent a model in the form of a tree-like structure, where each internal node corresponds to a decision based on an input feature, each branch represents the outcome of that decision, and each leaf node signifies Read More …
SVM – Support Vector Machines
Support Vector Machines (SVMs) are a powerful supervised learning algorithm used in artificial intelligence (AI) for classification and regression tasks. Developed in the 1990s by Vladimir Vapnik and his colleagues, SVMs are particularly effective in high-dimensional spaces and are known for their robustness in handling both linear and non-linear data. How SVMs Work The primary Read More …
Generative AI
While “Generative AI” isn’t an acronym, it’s a fundamental concept in the field. Think of it like this: traditional AI often focuses on analyzing existing data – identifying patterns, classifying information, or making predictions based on what it has already seen. Generative AI, on the other hand, goes a step further; it learns the underlying Read More …
Linear Regression in Artificial Intelligence
Linear regression is a fundamental statistical method used in artificial intelligence (AI) and machine learning for modeling the relationship between a dependent variable and one or more independent variables. It is particularly useful for predictive analytics, where the goal is to forecast outcomes based on input data. At its core, linear regression aims to find the Read More …
Neural Networks: The Foundation of Deep Learning
The quest to replicate the remarkable learning capabilities of the human brain has long been a central theme in the field of Artificial Intelligence (AI). Neural networks, inspired by the structure and function of biological nervous systems, represent a significant step towards achieving this goal. Their evolution, culminating in the powerful techniques of deep learning, Read More …
Notes – continuous integration and continuous delivery (CI/CD) platform
A Continuous Integration and Continuous Delivery (CI/CD) platform is a suite of tools and services that automate the software development lifecycle, from code integration to deployment. It provides a structured and automated way to build, test, and release software. Here’s a breakdown: Core Functionality: Version Control Integration: CI/CD platforms integrate with version control systems like Read More …
AZ 900 – Part III – Microsoft Entra ID
Microsoft Entra ID Overview What is Microsoft Entra ID? Microsoft Entra ID, formerly known as Azure Active Directory (Azure AD), is a cloud-based identity and access management service provided by Microsoft. It enables organizations to manage user identities and access to resources securely. Key Features of Microsoft Entra ID Identity Management: User Lifecycle Management: Entra ID Read More …
GPU – Graphics Processing Units
Graphics Processing Units (GPUs) have become a cornerstone of modern computing, particularly in the field of artificial intelligence (AI). Originally designed to accelerate the rendering of images and graphics in video games and applications, GPUs have evolved into powerful parallel processors capable of handling the massive computational demands of AI workloads. This article explores the Read More …