158.333 Applied Machine Learning and Big Data Processing (15 credits)

IMPORTANT NOTE:There have been changes to this course for 2021. For 2020 enrolments please check the individual offering description below to confirm details for:

  • Learning outcomes

An in-depth exploration of methods for developing intuition and insights about data that enables effective problem formulation and its solution through data-driven methods. A broad range of advanced machine learning and data mining algorithms will be used to build predictive models from real-world contexts. A particular emphasis will be on developing data-products, rapid prototyping and effectively communicating their value through visual storytelling and interpretable summaries. Practical skills for processing large datasets will be taught.

Requirements Requirements help

  • Prerequisite(s): 158.222
    General Prerequisite: At least 45 credits from 200 level.

Offerings Offerings help

Year Semester Mode Location
2020 * Semester Two full semester Internal Auckland Campus
2021 Semester Two full semester Internal Auckland Campus

* Due to recent changes you should carefully check this offering to confirm details before you enrol.

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