Machine learning is a set of techniques that aid knowledge discovery from large bodies of data or imbuing machines with some degree of intelligent behavior. Supervised learning techniques such as logistic regression and neural networks use training data sets of known outcomes to tune performance while unsupervised learning algorithms like k-means clustering and principal components analysis do not require a priori knowledge to do their work. We at Cogscent have experience implementing the following machine learning algorithms:
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