Category: Technology
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Deep Learning: is this the Evolution of Artificial Intelligence?
1. What is Deep Learning? Deep Learning (DL) is a subset of machine learning that focuses on algorithms inspired by the structure and function of the human brain, specifically artificial neural networks. Unlike traditional machine learning, which often requires manual feature extraction, deep learning automatically learns representations of data through multiple layers of processing. This…
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Demystifying Machine Learning: How Machines Learn and Evolve
1. Introduction to Machine Learning Machine Learning (ML) is a subset of Artificial Intelligence (AI) that allows systems to learn from data, identify patterns, and make decisions without being explicitly programmed. Unlike traditional software where rules are manually written, machine learning enables computers to improve their performance on tasks “through experience”. From recommending your favorite…
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Exploring Artificial Intelligence: Understanding Its Power and Potential
1. Introduction to AI Artificial Intelligence (AI) refers to the ability of machines to perform tasks that traditionally require human intelligence. This concept is not just the stuff of science fiction. Nowadays it’s an integral part of our daily lives, from personal assistants like Siri (Apple fan or Gemini Google) to self-driving cars. AI technology…
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Virtualization 2: Cluster and Pool
Definitions Let’s start with the definitions Virtual Machine Cluster I will speak more in detail about the VMware environment but the following informations are the same for all the types of hypervisors. Benefits A virtual machine cluster in VMware is a group of ESXi hosts that run a common virtualization platform and share the same…
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Virtualization 1: from 0 to 0.1
Virtualization is the act of creating a virtual object. You could create a version of something at the same abstraction level as the real one, such as hardware, operating systems, storage devices, or network resources. You will be able then to use those objects as a real one without feeling the differences. It allows you…
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Agile Methodology 1.0
Agile is a management methodology, developed mainly in the software development environment. Why was it created? The old management systems, Waterfall in particular, no longer met the needs of new types of projects. As often happens, over time, things change and the same happens with Project Management, which by definition must vary, and must be…