Essays about: "Learning Workflows"

Showing result 6 - 10 of 13 essays containing the words Learning Workflows.

  1. 6. Neonatal Sepsis Detection Using Decision Tree Ensemble Methods: Random Forest and XGBoost

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

    Author : Marwan Al-Bardaji; Nahir Danho; [2022]
    Keywords : Machine Learning; Sepsis; Neonatal Sepsis; Random Forest; XGBoost; Imbalanced Data; Binary Classification; Cross-Validation; Hyperparameter Tuning;

    Abstract : Neonatal sepsis is a potentially fatal medical conditiondue to an infection and is attributed to about 200 000annual deaths globally. With healthcare systems that are facingconstant challenges, there exists a potential for introducingmachine learning models as a diagnostic tool that can beautomatized within existing workflows and would not entail morework for healthcare personnel. READ MORE

  3. 7. Designing and implementing a load aware scheduler for machine learning jobs

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Jialun Song; [2021]
    Keywords : ;

    Abstract : A machine learning job comprises a variety of resource-intensive tasks.The loads of executing such tasks are various and sensitive to scenario inputs, which brings up provisioning challenges in modern machinelearning workflows. READ MORE

  4. 8. Machine Learning for Space Applications on Embedded Systems

    University essay from Luleå tekniska universitet/Rymdteknik

    Author : Ric Dengel; [2021]
    Keywords : Machine Learning; Space Application; Embedded System; Hardware Acceleration; FPGA;

    Abstract : As space missions continue to increase in complexity, the operational capabilities and amount of gathered data demand ever more advanced systems. Currently, mission capabilities are often constrained by the link bandwidth as well as onboard processing capabilities. READ MORE

  5. 9. Transforming Corporate Learning using Automation and Artificial Intelligence : An exploratory case study for adopting automation and AI within Corporate Learning at financial services companies

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

    Author : Petter Klinga; [2020]
    Keywords : Artificial Intelligence; Automation; Learning Development; Corporate Learning; Corporate Training; Learning Workflows; Technology Adoption; Financial Services; Artificiell Intelligens; Automatisering; Lärande och Utveckling; Företagsutbildning; Utbildningsflöden; Teknikinförande; Bank och Finans;

    Abstract : As the emergence of new technologies are continuously disrupting the way in which organizations function and develop, the majority of initiatives within Learning and Development (L&D) are far from fully effective. The purpose of this study was to conduct an exploratory case study to investigate how automation and AI technologies could improve corporate learning within financial services companies. READ MORE

  6. 10. Adoption of AI in Digital Design : A qualitative study about the effects on the profession

    University essay from Jönköping University/Tekniska Högskolan

    Author : Emelie Edberg; Lea Beck; [2020]
    Keywords : Artificial Intelligence AI ; Digital Design; Graphic Design; Web Design; Machine Learning;

    Abstract : The development of new technology plays a major role in today's society and several different industries. While some technologies have more or less an impact upon the whole working sector, one of the more recent and controversial technologies is Artificial Intelligence (AI). READ MORE