Text analytics: Words, Numbers, and Vectors

Humans understand words; machines work with numbers. In the world of text analytics, we must somehow convert our human words into numbers a computer can understand. Of course, it is not enough to assign each word some sort of key value. One number cannot encompass the meaning and application of a word any more than […]
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Using a Desktop Browser to Connect to Jupyter on Jetson Nano Edge Device

Tunneling to Jupyter Jupyter is a terrific development environment, but I can’t have some bloated hogbeast browser taking up a lot of RAM when I fine-tuning machine-learning code on an edge device like the NVidia Jetson Nano. The solution is actually pretty easy. Move the browser side of the Jupyter equation to a desktop. There […]
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Parallel or Perish – An Overview

I’m pleased to begin the first of a series of blogs on parallel processing, a topic which is no longer optional in the world of machine learning and AI. In this introductory note, we’ll take an overview of the field which, for better or for worse, is becoming more complex every day. Today we are […]
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Microsoft’s New Role-Based Azure Certifications – What You Need to Know

An ever-increasing number of IT professionals today choose to get certified to continue to grow their expertise. They can get certified in technologies they are already very proficient, and also get certified in technologies they are transitioning to. Getting a Microsoft certification offers multiple benefits to both the individual and his/her organization. These benefits include: […]
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Do you need artificial intelligence and machine learning expertise in house?

Developing artificial intelligence expertise is a challenge. There’s a huge global demand for practitioners with the right skills and knowledge and a lack of people who can actually deliver what’s needed. It’s difficult because many of the most talented engineers are being hired by the planet’s leading tech companies on salaries that simply aren’t realistic for many […]
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