7 min read
Machine Learning Types and Their Infrastructure Use Cases
AI and Machine learning is a complex field with numerous models and varied techniques. Understanding these different types and the problems that each...
AI GLOSSARY
Bayesian Optimisation
Bayesian optimisation is a probabilistic approach used to optimise black-box functions where evaluations are expensive. It builds a surrogate model, typically a Gaussian process, to estimate the objective function and selects the most promising next evaluation point based on this model. This technique is effective in scenarios where the objective function is costly to evaluate, such as hyperparameter tuning in machine learning.
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6 min read
The Business of AI in UK Defence and National Security
by Al Bowman
While the technical aspects of an AI system are important in Defence and National Security, understanding and addressing AI business considerations...
4 min read
The 8-Step Guide to Deploying Machine Learning in Infrastructure
by Kimberly Joly
The adoption of AI and Machine Learning is complex, and attempting it in civil engineering can feel daunting. This guide outlines the 8 steps...
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