Essays about: "AutoML frameworks"

Found 2 essays containing the words AutoML frameworks.

  1. 1. The Allure of Automated Machine Learning Services : How SMEs and non-expert users can benefit from AutoML frameworks

    University essay from Uppsala universitet/Datalogi

    Author : Felix Lux Dryselius; [2023]
    Keywords : small and medium-sized enterprises; SME; machine learning; automated machine learning; AutoML; low-code; no-code; Vertex AI; AutoGluon; digitalization; project management;

    Abstract : This study investigates how small and medium sized enterprises (SMEs) and other resource-lacking organisations can utilise automated machine learning (AutoML) to lessen the development hurdles associated with machine learning model development. This is achieved by comparing the performance, cost of usage, as well as usability and documentation for machine learning models developed through two AutoML frameworks: Vertex AI on Google Cloud™ and the open-source library AutoGluon, developed by Amazon Web Services. READ MORE

  3. 2. Comparing Machine Learning Algorithms and Feature Selection Techniques to Predict Undesired Behavior in Business Processesand Study of Auto ML Frameworks

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

    Author : Anushka Garg; [2020]
    Keywords : Machine Learning; AutoML frameworks; Predictive model; Business process management; CASH.;

    Abstract : In recent years, the scope of Machine Learning algorithms and its techniques are taking up a notch in every industry (for example, recommendation systems, user behavior analytics, financial applications and many more). In practice, they play an important role in utilizing the power of the vast data we currently generate on a daily basis in our digital world. READ MORE