Essays about: "Petter Sigfridsson"

Found 2 essays containing the words Petter Sigfridsson.

  1. 1. An Open-Source Framework for Large-Scale ML Model Serving

    University essay from Uppsala universitet/Avdelningen för beräkningsvetenskap

    Author : Petter Sigfridsson; [2022]
    Keywords : Model Serving; Machine Learning; MLOps; DevOps; Distributed Computing Infrastructure; System Scalability and Performance; Cloud Infrastructure; Open-Source Software; Horizontal Scalability; Data Engineering; Cloud Computing; AI; Data Science;

    Abstract : The machine learning (ML) industry has taken great strides forward and is today facing new challenges. Many more models are developed, used and served within the industry. Datasets that models are trained on, are constantly changing. READ MORE

  3. 2. Fault Detection AI For Solar Panels

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Jonathan Kurén; Simon Leijon; Petter Sigfridsson; Hampus Widén; [2020]
    Keywords : machine learning; artificial intelligence; fault detection; photovoltaics; solar panels; solar energy; photovoltaic system;

    Abstract : The increased usage of solar panels worldwide highlights the importance of being able to detect faults in systems that use these panels. In this project, the historical power output (kWh) from solar panels combined with meteorological data was used to train a machine learning model to predict the expected power output of a given solar panel system. READ MORE