Essays about: "Vertex AI"

Found 4 essays containing the words Vertex AI.

  1. 1. Low-No code Platforms for Predictive Analytics

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Soma Karmakar; [2023]
    Keywords : Low code; no code; Predictive analytics; databricks; azure; AWS; Google cloud;

    Abstract : In the data-driven landscape of modern business, predictive analytics plays a pivotal role inanticipating and mitigating customer churn—a critical challenge for organizations. However, thetraditional complexities of machine learning hinder accessibility for decision-makers. READ MORE

  3. 2. 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

  4. 3. Analysis Of Fastlane For Digitalization Through Low-Code ML Platforms

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Krishnaraj Raghavendran; [2022]
    Keywords : low-code; no-code; automL; sagemaker; machine learning; vertex AI; cloud agnostic; digitailization; cloud native;

    Abstract : Even a professional photographer sometimes uses automatic default settings that come up with the camera to take a photo. One can debate the quality of outcome from manual vs automatic mode. READ MORE

  5. 4. Image Classification with Machine Learning as a Service : - A comparison between Azure, SageMaker, and Vertex AI

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Gustav Berg; [2022]
    Keywords : machine learning; image classification; MLaaS; supervised learning; artificial intelligence;

    Abstract : Machine learning is a growing area of artificial intelligence that is widely used in our world today. Training machine learning models requires knowledge and computing power. Machine Learning as a Service (MLaaS) tries to solve these issues. READ MORE