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Found 4 essays matching the above criteria.

  1. 1. Big Data and Analytics with Driving  Data : Implementation and Analysis of Data Pipeline and Data Processing Resources

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Ivar Blohm; Erik Jarvis; [2023]
    Keywords : ;

    Abstract : This thesis project was conducted in cooperation with Zenseact for the purpose of investigating the possible usage of Google BigQuery and its capabilities to store and provide insights of large time-series data. An end-to-end data pipeline was built to facilitate the movement of data from Zenseact's local servers and ingestion into BigQuery. READ MORE

  3. 2. Machine Learning implementation for Stress-Detection

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Nicole Madjar; Filip Lindblom; [2020]
    Keywords : BigQuery; Cloud Computing; Clustering; Dynamic clustering algorithm; Google Cloud Platform; Health coaching; HRV-values; K-Means algorithm; Machine learning; Stress; Unsupervised learning.;

    Abstract : This project is about trying to apply machine learning theories on a selection of data points in order to see if an improvement of current methodology within stress detection and measure selecting could be applicable for the company Linkura AB. Linkura AB is a medical technology company based in Linköping and handles among other things stress measuring for different companies employees, as well as health coaching for selecting measures. READ MORE

  4. 3. Creating and Evaluating a Useful Web Application for Introduction to Programming

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Daniel Johnsson; [2020]
    Keywords : Learnability; Usability; Utility; E-Learning; Web Application; Data Collection; Analytics; Web Usage;

    Abstract : The aim of this thesis is to build a web application to teach students programming in Python through code puzzles that do not require them to write any code, to answer the research question How should a quiz application for introduction to Python programming be developed to be useful? The web application's utility and usability are evaluated through the learnability metric relative user efficiency. Data was collected and analyzed using Google Analytics and BigQuery. READ MORE

  5. 4. Data-driven cost management for a cloud-based service across autonomous teams

    University essay from Uppsala universitet/Avdelningen för datalogi

    Author : Maja Engvall; [2017]
    Keywords : ;

    Abstract : Spotify started to use the cloud-based data warehouse BigQuery in 2016 with a business model of pay-as-you-go. Since then, usage has increased rapidly in volume and amount of users across the organisation which is a result of ease of use compared to previous data warehouse solutions. READ MORE