The Intuitions Behind Bayesian Optimization

Why would you want to become a Bayesian Optimization expert you might ask yourself? If you are a citizen data scientist, it is pertinent for you to understand the science behind the automation of machine learning model selection... so read up!

Bayesian Optimization is a powerful global optimisation paradigm which are best suited to finding optima of multi-modal objective functions that are expensive to evaluate.

It is the core technology behind Mind Foundry Optimize and what allows Mind Foundry Analyze to quickly and efficiently find optimal Machine Learning solutions.

Read our guide to understand the intuitions behind this powerful Optimization technique which has proven successful in some of the most challenging domains including Quantum Computing, Quantitative Finance and Drug Discovery.

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