Essays about: "Data driven decision making"

Showing result 21 - 25 of 149 essays containing the words Data driven decision making.

  1. 21. Unlocking the Potential of Business Intelligence in HR: Assessment of how maturity is to be developed : A case study

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Berken Celik; O'bryan Gaete; [2023]
    Keywords : Business intelligence; human resources; BI maturity; predictive analysis; data-drive decision-making; BI factors; Business Intelligence; HR; BI-mognad; prediktiv analys; datadrivet beslutsfattande; BI-faktorer;

    Abstract : The rise of technology and digitalization has greatly impacted organizations, particularly in the field ofHuman Resources (HR). To stay competitive in this evolving landscape, HR departments are increasingly adopting Business Intelligence (BI) as a useful umbrella concept to collect, store, access, and analyze data for data-driven decision-making. READ MORE

  3. 22. Improving Change Point Detection Using Self-Supervised VAEs : A Study on Distance Metrics and Hyperparameters in Time Series Analysis

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

    Author : Daniel Workinn; [2023]
    Keywords : Change point detection; Time series data; Segmentation; Machine learning; Data mining; Detektion av brytpunkter; Tidsseriedata; Segmentering; Maskininlärning; Datautvinning;

    Abstract : This thesis addresses the optimization of the Variational Autoencoder-based Change Point Detection (VAE-CP) approach in time series analysis, a vital component in data-driven decision making. We evaluate the impact of various distance metrics and hyperparameters on the model’s performance using a systematic exploration and robustness testing on diverse real-world datasets. READ MORE

  4. 23. From Cost Spender to Value Provider - Using Data to Build and Sustain Brands

    University essay from Lunds universitet/Företagsekonomiska institutionen

    Author : Sofia Steerling; Louise Edlund; [2023]
    Keywords : brand management; brand building; brand sustaining; data; data analytics; Business Intelligence; data-driven decision-making; multi-brand company; Business and Economics;

    Abstract : Introduction: Data has revolutionized how business is conducted and presents several possibilities for companies to capitalize on, namely data-driven decision-making, Business Intelligence, and marketing. However, how it pertains to brand management has not been covered. READ MORE

  5. 24. Exploring the Phenomenon of Data Science : An Exploratory Study of the Field and its Scientists

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Filip Bäck; [2023]
    Keywords : Data Science; Interdisciplinary; Practical Responsibilities;

    Abstract : The recent abundance of data combined with the current digitalisation all over the globe has made organisations across various industries become more involved with data-driven processes. The power of data is harnessed through wrangling and analysis in order to not only create valuable insights to guide strategic decision-making but to also improve efficiency and productivity. READ MORE

  6. 25. Net Present Value of Investments in Data Warehousing and Differences Across Firm Sizes

    University essay from Handelshögskolan i Stockholm/Institutionen för finansiell ekonomi

    Author : Ferdinand Netsch; [2023]
    Keywords : Net Present Value; NPV; Data Warehouse; Corporate Finance; SME;

    Abstract : The continuous advent of data management technologies has enabled small and medium-sized enterprises (SME)s like Transalb Kühl- und Express-GmbH, a small German trucking company, to explore the strategic and financial benefits of data warehousing. This case study evaluates the data warehouse investment at Transalb by employing a Net Present Value (NPV) analysis to determine its financial viability. READ MORE