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AI vs. Machine Learning vs. Deep Learning vs. Neural Networks: What's the Difference?

The continuous debate around artificial intelligence (AI) has led to a lot of confusion. There are many terms around it that appear to be similar, but when you take a closer look at them, that perception is not entirely accurate. For that reason, here we take our best shot and oppose AI vs. machine learning vs. deep learning vs. neural networks to set them apart once and for all. In short, we’ll look at how they all relate to each other, and what makes them different in their particular way.

Alan Nance on the Importance of an Experience Optimization Framework

As the world continues on an accelerated course towards digital transformation, organizations have been placing an increased emphasis on the concept of experience. This is especially true within the world of IT service management, where being able to provide positive service experiences to customers and stakeholders is absolutely paramount.

6 Best Practices to Create a Data Center Naming Convention

Naming conventions for assets have a rich, engaging, and often hilarious history. While recently organizations have switched to standardized and more informative naming conventions based on location and function, earlier (and even now) IT departments have had a lot of fun naming assets for their data centers and servers. IT departments have often showcased their inner geek by using names of Star Wars or Star Trek characters for their assets.

5 Reasons Why You Need a Software Asset Management Team

In most organizations, software asset management (SAM) is not given much importance since IT professionals don’t emphasize its relevance. It could be influenced by the fact the responsibilities of a SAM team are often delegated to other employees. But with the rising of software procurement costs, distributed workforces, and the rapid growth of the SaaS industry, we are starting to see software asset management less as a nice-to-have and more as an essential business component.

How to Make Sure You're Prepared for a Software Audit

That big software audit you’ve been dreading? Yeah, it’s coming, it’s real, and it’s sooner than you think. But why, oh why, do we even have to face these in-depth software inspections in the first place? How hard can it be for them to just take your word that every software license on your system is perfectly up-to-date? As you probably know, that’s not how things work with audit management.

Mauricio Corona on the Potential of AI in ITSM

It seems like everywhere you look these days you find a thinkpiece to grimly warn us of the dangers of artificial intelligence. But if you talk to anybody with an interest in the way technology interacts with human life – particularly in the world of service management – and instead of the grim pessimism of dystopian fiction, you’ll find sheer enthusiasm. There is tremendous potential for AI in ITSM.

SCP Port: Secure Copy Protocol Definition & Examples

The SCP port has proven to be a very useful tool for SysAdmins. In short, the Secure Copy Protocol (SCP) is a method for securely transferring computer files between a local host and a remote host, or between two remote hosts. It is based on the Secure Shell (SSH) protocol. In other words, SCP servers help you transfer files to and from servers, computers, and other networking devices using a secure SSH tunnel.

Lars Rossen on What to Expect From IT4IT 3.0

IT4IT was created as a framework for IT service management, and has established itself as an alternative — or perhaps complementary? — standard to the widely acclaimed ITIL. But since it's been around for a decade now, it's about to change. Lars Rossen — one of the creators of the first version of the IT4IT Reference Architecture, which formed the basis for the standard — told us first-hand what to expect from IT4IT 3.0 on Episode 9 of Ticket Volume podcast.

What is a Neural Network (and How Does it Train Itself)?

You’ve probably heard about neural networks being hailed as the next big step in technological advancements in artificial intelligence (AI). Beyond its often exaggerated depiction in fiction and media, neural networks have slowly but steadily become an invaluable asset in the IT world. It is under constant research in data science and computer science.

DevOps vs. Agile: Key Differences and Similarities

DevOps has made a hugely positive impact on the way organizations operate. In essence, it’s a way for different project stages and teams to work. Truth be told, when it comes to integrating various aspects of the IT R&D chain, it’s a godsend. On the other hand, Agile is about emphasizing continuous delivery in software development with a focus on iterative, incremental, and evolutionary development. Today, we’ll learn about DevOps vs.