Description

One of the frequent duties carried out by knowledge scientists and knowledge analysts are prediction and machine studying. This course will cowl the essential elements of constructing and making use of prediction capabilities with an emphasis on sensible purposes. The course will present fundamental grounding in ideas corresponding to coaching and assessments units, overfitting, and error charges. The course may also introduce a variety of mannequin based mostly and algorithmic machine studying strategies together with regression, classification bushes, Naive Bayes, and random forests. The course will cowl the entire means of constructing prediction capabilities together with knowledge assortment, function creation, algorithms, and analysis.

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