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 …
Tag: certifications
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 …
GRU – Gated Recurrent Units
Gated Recurrent Units (GRUs) are a type of recurrent neural network (RNN) architecture designed to address some of the limitations of traditional RNNs, particularly in handling sequential data. Introduced by Kyunghyun Cho and his colleagues in 2014, GRUs have gained popularity in various applications within artificial intelligence (AI), especially in natural language processing, time series Read More …
CNN – Convolutional Neural Networks
Convolutional Neural Networks (CNNs) were inspired by the way the human visual cortex works, CNNs are a specialized type of neural network particularly adept at analyzing and understanding images. They are the engine behind many impressive AI applications, from recognizing faces in photos to powering autonomous vehicles. Traditional neural networks, while powerful, can struggle with Read More …
AZ 900 – Part II – Architecture & Security I
Microsoft Azure is a comprehensive cloud computing platform that provides a wide range of services, including computing power, storage, networking, databases, analytics, and more. Understanding its global infrastructure involves several key concepts: Regions and Availability Zones Regions: Azure is divided into geographic regions, which are clusters of data centers located in specific areas around the Read More …
AZ 900 – Part I – Microsoft Azure Cloud Concepts
Microsoft Azure Cloud Concepts Cloud Service Models Types of Cloud Computing Benefits of the Cloud Fundamental characteristics of cloud computing Cloud computing offers convenient, on-demand access to your computing resources online. This has facilitated the move to remote work and supports collaboration wherever you are located. For IT teams, cloud services also make technological provisioning Read More …