Data Science in Action

To help improve the identification of sensor failures within its epoc© Blood Analysis System, Siemens Healthineers, a leading medical technology company operating in over 70 countries with over 120 years of experience, and solutions that influence three-quarters of clinical decisions globally, enlisted the help of students from the UBC’s Master of Data Science Okanagan program to analyze biosensor timeseries waveform data.

Looking for a way to improve the conjugation tool for nouns and verbs within various Indigenous languages, such as Ojibwe, CultureFoundry turned to a group of UBC Master of Data Science (MDS) Computational Linguistics students, who created an Ojibwe conjugator and API (Application Programming Interface) to tackle this task. This tool will allow language learners to smoothly and efficiently navigate the many possible forms each word can take, giving them greater authority and confidence in building their language skills.

The Canadian Campus of Wellbeing Survey (CCWS) wanted to explore the effects of the pandemic on Canadian post-secondary students, in particular on vulnerable learning groups (e.g., learners with disabilities, and racialized learners). The CCWS teamed up with a group of UBC Master of Data Science (MDS) Vancouver students to explore the impact of the pandemic on students’ mental well-being.

Sitewise Analytics, a Software-as-a-Service company, specializing in developing site forecast models, sales impact assessments, and actionable market strategy plans for leading restaurant, retail, real estate, and healthcare chains, partnered with Master of Data Science (MDS) Vancouver students to understand which specific factors drive success (and failure) for certain restaurant brands.

As part of their Advanced Corpus Linguistics project, four MDS Computational Linguistics students wanted to investigate the specific emotion in Goodreads book reviews.

For their Advanced Corpus Linguistics project, a group of MDS Computational Linguistics students decided to track all the spells mentioned in the Harry Potter book series.

A group of MDS Computational Linguistics alumni contributed to an article that centered around automatic speech recognition for non-native English with transfer learning.

In partnership with the Animal Welfare Program at the UBC Faculty of Land and Food Systems, a group of MDS Vancouver alumni created a visualization dashboard to monitor the feeding, drinking and social behaviours of dairy cattle. Accurately visualizing and monitoring aids with the early detection of health problems and improves cattle welfare.

With more and more primary care physicians using electronic medical records (EMR), extracting insights from it to improve patient care is complex. That is why JustPractice, a BC company using high quality EMR data analysis to help physicians manage their patients, enlisted the help of students from the UBC’s Master of Data Science Okanagan program, to improve the identification of patient care gaps through the analysis of EMR data.