Feature engineering in machine learning - An overview

SANDEEP VAID | July 1, 2019

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When comparing machine learning to traditional software development, the main difference is that in traditional software development the developer decides which actions a software must take, under what conditions. Those rules are defined by the developer manually. In machine learning, the software “learns” rules based on the data available.

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Article | May 15, 2021

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ICE STEM Ambassadors help to inspire the next generation

Article | April 23, 2020

Andy Magee is a Senior Civil Engineer at Leeds City Council and ICE Yorkshire & Humber’s STEM Ambassador of the Year. STEM outreach is crucial, says Andy. Firstly to better inform the next generation of the opportunities available to them, but also to the civil engineering industry which is facing a potential skills shortage in the future. Outreach work helps us to grow the potential engineers of tomorrow and equip them with the skills needed for an ever-changing world of work – in being able to find and convey innovative ideas and solutions for example.

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ENGINEERING TECH

Where we are now: reflecting on 5 years of State of the Nation

Article | June 16, 2021

The UK has undergone five years of unprecedented change while facing up to long-term challenges, such as reducing regional inequalities and mitigating the impact of climate change. Over that period, ICE’s annual State of the Nation reports have set out a range of policy interventions aimed at ensuring the UK has the high-performing infrastructure needed to meet those challenges. Each report has focused on major cross-cutting infrastructure issues, including devolution and reaching net-zero greenhouse gas emissions.

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7 Ways to control construction project costs

Article | April 27, 2020

Construction engineers are driven to look for ways to improve everything from construction methods, the materials used, to the systems used to develop new building designs with lower cost margins and thin financing costs. Under those circumstances, there is a lot of pressure on contractors and designers to find more effective ways to reduce construction costs. BIM is being used by a growing number of engineers, architects, and contractors to make the design and development of structures faster, better, and more cost-efficient. BIM has been proven to help reduce costs and increase efficiency throughout the project lifecycle ranging from design and construction to facility management.

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Spotlight

Space Engineering Services Ltd

Space Engineering Services is the UK’s leading provider of nationwide refrigeration, heating, ventilation, and air conditioning services. We are an established name with a superb reputation for delivering outstanding service and support amongst many of the country’s largest organisations across the retail, commercial, industrial, food service, and public sectors.

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