Reading Time: 5 minute A K-12 technology director in a mid-sized district is preparing to present next year’s technology budget to the school board. Half the Chromebook fleet is five years old and starting to break down. The global memory shortage has pushed replacement costs up to 15%-20%. ESSER funding expired several months ago. The…
Like driverless cars and home automation, artificial intelligence is no longer a futuristic concept — it is a transformative force that is reshaping industries and redefining the way we work. The potential rewards are huge. According to IDC, “investment in AI solutions and services is projected to generate a cumulative global impact of $22.3 trillion…
Understanding Software Versioning: SemVer vs. SemVer CalVer When managing software projects, choosing the right versioning strategy is critical to maintaining stability, communicating changes effectively, and aligning with developer and user needs. Two of the most widely used versioning schemes are Semantic Version (SemVer) And Calendar Versioning (CalVer). Understanding the differences between the two can help…
So, you’ve created a survey in Google Forms, SurveyMonkey, or Qualtrics. Big! But now the big question arises: how do you actually get people to respond? Here are the three best platforms where you can find participants for your online surveys. 1. Productive – Built for Researchers Prolific is one of the most trusted platforms…
Reading Time: 5 minute The field of higher education recruitment used to be academic degrees. Reputation. The network you will build over four years. Technology is in the background; it’s in the IT department’s budget and rarely comes up in admissions conversations. That no longer happens. The infrastructure behind the classroom has become part of…
Breakthrough Opening: Symfony AI & Symfony 8 The conference began with a keynote from Fabien Potencier which is always one of the highlights of the event. This time, he surprised the audience by bringing it out Symfony 8 live on stage. This release is a shared ritual with the entire audience, and is carried out…
If you’ve ever created a survey using likert scale (“Strongly disagree” → “Strongly agree”), you might get a pile of questions that all seem related—but you’re not sure how they fit together. That’s where it is factor analysis enter. This is a statistical method that helps you uncover the hidden structure behind your survey items—essentially…
Reading Time: 6 minute For CIOs and IT leaders, the decision to modernize infrastructure is rarely “cloud versus on-premise.” These are portfolio decisions shaped by risk, regulatory obligations, performance requirements, and the need to maintain continuity of mission-critical workloads. That’s why many organizations are considering hybrid colocation. When part of a broader hybrid or multi-cloud…
Previous article >> find here You’ll quickly end up with duplicate configurations, messy services, and conditional logic that’s hard to maintain. This article picks up right where we left off. We will build Custom Builder — a special class that encapsulates all configuration and logic for a specific PDF type. Ultimately, your controller will be…
Structural Equation Modeling (SEM) is an advanced statistical technique that allows you to test complex relationship between variables. This is more than just simple regression by pooling measurement model (how do you measure the concept) with structural model (how the concepts are related). In SPSS, SEM is usually run using AMO add-on (Moment Structure Analysis).…
