AI Articles

We’re curious people by nature. And we love to teach others what we’ve learned. So explore our blog to gain fresh insights from our expertise in areas ranging from culture to AI.

SEP Wins TechPoint’s 2024 Innovation Service Partner of the Year Mira Award

SEP Recognized as Indiana’s Top Innovation Service Partner, Winning TechPoint’s Prestigious Mira Award Westfield, Indiana - SEP has been named the Innovation Service Partner of the Year by TechPoint at the 25th annual Mira Awards. The Mira Awards, Indiana’s largest…
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(Machine) Learning By Doing

We’ve discussed several applications of machine learning before. We teach a machine a concept from stored data so that it can: Identify problems with engines from telemetry data Identify digits from handwriting Identify sticky notes on a board Identify the winning team in DotA from team compositions The common thrust is that, using supervised learning, […]
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Record Deduplication

I have a relative that frequently has medical problems. This despite the fact that he’s a healthy young man. His problem is that he has too many names. He’s James-Robert, but depending on whom you ask, you’ll hear him called: Jim Bob Robert James Jim-Bob He has five names at least, and that’s before considering […]
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Is AI Worth The Hype?

Image courtesy of Jeremykemp at English Wikipedia / CC BY-SA Is Artificial Intelligence worth the hype? In Everyday AI Problems, my colleague Jordan Thayer said the following: When someone asks me “What can AI do for me?”, I often suspect the answer is “Not much” because it’s the wrong question. If someone asks me “Is […]
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How Visualizations Lead To Advances in Artificial Intelligence

Heuristic search is a subfield of artificial intelligence.  It is the study of algorithms meant for general problem solving. The problems solved with heuristic search come from a variety of domains, including: Aligning genetic sequences Planning routes between two cities Scheduling elevators in a building Scheduling work orders in a machine shop These varried domains […]
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Death Stranding: A Playground of Algorithms

Taken by Sergey Galyonkin from Raleigh, USA – E3 2018 Death Stranding was a surreal experience for several reasons. First, the game has a werid story line that’s a little hard to follow at times; exactly what you’d expect from the game’s director Hideo Kojima. Secondly, I’m still not used to seeing recognizable famous people […]
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What is NLP used for?

Natural language processing (NLP) describes the interaction between human language and computers.More specifically, natural language processing is the computer understanding, analysis, manipulation, and/or generation of natural language. It’s a component of text mining that performs a special kind of linguistic analysis that essentially help a machine “read” text. NLP uses a variety of methodologies to […]
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Using Pipelines to Lower Barriers To Entry in Machine Learning

Many people are keenly interested in machine learning, and with good reason. Machine learning is applicable to a wide variety domains, including engineering, education, healthcare, and government. The broad applicability of machine learning is a double edged sword: Although an ever increasing pool of people want to use machine learning, a decreasing portion of them […]
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Getting Started with NLP and Python

Natural Language Processing (NLP) is a method of computer interaction at the intersection of human language, computer science, and machine learning. It can be thought of as a way of helping computers interpret text and speech as a human would, including understanding the subject, context, or both. This blog post will focus on getting started […]
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Accidental AI: 5 Everyday AI Problems

Introduction People often ask questions like “What is AI?”, or “Is AI worth of the hype?”.Both questions are non-trivial to answer, but let’s start with the first one:”What is AI?”. This is a perennial favorite at academic conferences on AI for a few reasons: Every AI researcher has to have an opinion, since it’s their […]
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