IoT, Engineering Tech

AI Data Engineering Lifecycle Checklist

May 12, 2022

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Machine learning is powering most of the recent advancements in artificial intelligence including autonomous systems, computer vision, natural language processing, predictive analytics, and a wide range of applications among the seven patterns of AI. However, in order for these systems to be able to create accurate generalizations, these machine learning systems must be trained on data. The more advanced forms of machine learning, especially deep learning neural networks, require significant amounts of data to be able to create models with acceptable levels of accuracy.

Spotlight

Henderson Engineers

Henderson Engineers, Inc. (HEI) is a multidisciplinary engineering firm headquartered in the Kansas City Metropolitan area (Lenexa) with branch office locations in downtown Kansas City, Phoenix, New York City, Philadelphia Metro, Dallas, Houston, Las Vegas, Los Angeles, Tampa, Orlando, Bentonville, and a satellite office off the campus of Kansas State University in Manhattan Kansas. With thirteen office locations and over 650 employees, Henderson Engineers offers the following specialized services: mechanical, electrical, plumbing and refrigeration design, sustainable design, fire protection and code consulting, architectural lighting, comprehensive technology, security design, acoustical design, commissioning and engineer-led design build services.

OTHER WHITEPAPERS
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New Civil Engineer and Wavin white paper: Adopting a new approach

whitePaper | April 1, 2021

White paper about sustanable drain system.

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Building Momentum: SUDs are ready to enter the mainstream

whitePaper | April 30, 2021

This is the third in a series of white papers by Wavin and New Civil Engineer looking at how sustainable drainage systems (SuDS) can reduce damage and cost caused by floods in the UK.

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Applying Computer Vision for Storytelling in the Construction Industry

whitePaper | September 27, 2022

A picture is worth a thousand words and is often able to answer the questions of who, what, where and why. Construction sites are often bustling with workers and have lots of activities happening at the same time. A picture of a construction site tells a thousand tales. Analyzing such pictures using computer vision techniques can help tell a story of what’s happening at site, which can help improve efficiency and safety, minimize risk, and monitor project-related progress. Construction companies are always looking for better project monitoring options and computer vision techniques provide more efficient, automated, round-the-clock monitoring.

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The Top 5 Most Over-Engineered Building Components

whitePaper | November 14, 2019

When specifying the mechanical and electrical equipment for a building, it is easy to assume that extra capacity is a good thing, but it actually can be just as counterproductive as having undersized installations. In the first place, extra capacity comes at a higher upfront cost, which makes the building owner assume unnecessary expenses. There are also many types of equipment that experience performance issues when over-engineered, which can range from low energy efficiency to a diminished service life.

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DORA Metrics The Baseline Metrics For Engineering Excellence

whitePaper | June 15, 2022

Digital Transformation has become a strong reality for organizations large and small. Pre- Covid, pre-2020, Digital Transformation was a buzzword, and a nice-to-have initiative that only the most mature engineering organizations embarked on. But everyone has had to accelerate their digital transformation initiatives to support more remote work, more online access, more on-demand services. And the brunt of the effort of course, falls on the engineering teams.

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Wake up! Construction 4.0 Is Here and Embraces Safety Innovation

whitePaper | August 30, 2021

Advances in technology are transforming how construction sites operate. Handheld mobile devices, drones, sensors, robotics, wearables and more enable companies to interconnect every facet of their projects while collecting and analyzing relevant data, “the new gold.” Moreover, no matter the scope of the work at hand, technology can be adapted, reducing exposure and boosting efficiency. When driven by a new understanding of credible leadership and commitment, this change can lead the industry into a new era of resilient, reliable and safe construction projects.

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Spotlight

Henderson Engineers

Henderson Engineers, Inc. (HEI) is a multidisciplinary engineering firm headquartered in the Kansas City Metropolitan area (Lenexa) with branch office locations in downtown Kansas City, Phoenix, New York City, Philadelphia Metro, Dallas, Houston, Las Vegas, Los Angeles, Tampa, Orlando, Bentonville, and a satellite office off the campus of Kansas State University in Manhattan Kansas. With thirteen office locations and over 650 employees, Henderson Engineers offers the following specialized services: mechanical, electrical, plumbing and refrigeration design, sustainable design, fire protection and code consulting, architectural lighting, comprehensive technology, security design, acoustical design, commissioning and engineer-led design build services.

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