This paper provides practical experience in the complete data science process, from data collection and cleaning to manipulation, visualization, and presentation. It is designed to equip students with hands-on skills applicable to real-world data challenges. The course focuses on the methodologies and tools used to transform raw data into meaningful insights.
The paper covers the entire data science workflow. Specific module details are available in the paper outline.
Entry requirements are specific to the paper and may be subject to change. Please refer to the official paper outline for the most current information.
Tuition fees shown are indicative only and may change. Additional fees and charges related to enrolment apply. Please see the Table of Fees and Charges for more information.
International students can expect to pay NZD $4,055 per paper. Please note that these fees are indicative and may change. An enrolment agreement will confirm the exact fees.
To enrol in DATAX201, you need to have completed STATS111, STATS121, DATAX111, or DATAX121. Alternatively, you may gain permission from the paper convenor.
This paper offers hybrid and online delivery modes, with options for study in Hamilton, Online, or Tauranga. Hybrid delivery involves mostly online learning with some in-person requirements.
The Practical Data Science paper is worth 15 points and is at a 200 level academic standard.
The Trimester A 2026 offering for this paper begins on March 2, 2026.