Essays about: "Pipeline Automation"

Showing result 1 - 5 of 24 essays containing the words Pipeline Automation.

  1. 1. Investigate the challenges and opportunities of MLOps

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

    Author : Ting Chun Yau; [2023]
    Keywords : Machine Learning Operations MLOps ; Continuous Integration; Continuous Delivery; Pipeline Automation; MLOps; Kontinuerlig integration; Kontinuerlig leverans; Pipeline Automation;

    Abstract : MLOps is becoming a widespread practice in modern machine learning and data science. The word ”MLOps” combines machine learning technology and business operation process. Many business companies are applying machine learning techniques to improve their business targets and increase their profits. READ MORE

  3. 2. Computational Pipeline for Analyses of Genome-Wide Nascent Transcription from PRO-seq Data

    University essay from KTH/Genteknologi

    Author : Serhat Aktay; [2023]
    Keywords : Transcription; functional genomic regions; heat shock response; computational pipeline development; automation.; Genavläsning; genomets funktionella regioner; värmechockrespons; dataanalysutveckling; automatisering;

    Abstract : Celler har en rad olika sätt att försvara sig mot stress för att överleva, främst genom att reglera transkriptionen av gener. En metod för att undersöka hur cellens transkription förändras vid cellulär stress är precision run-on sequencing (PRO-seq). READ MORE

  4. 3. A DevOps Approach to the EA Blueprint Architectural Pattern

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

    Author : Susanna Persson; [2022]
    Keywords : Software Architectural Patterns; DevOps; Infrastructure as Code; CI CD; Deployment Pipeline; Digital Twin of an Organization; DTO;

    Abstract : In the world of software development, there is an increasing demand for software to keep up with rapid changes in its real-world context. A Resilient Digital Twin of an Organization is a type of software whose purpose is to digitally represent an organization or a component of an organization - as a Digital Twin -, and to keep doing so accurately throughout the real-world organization’s changes - a Resilient Digital Twin. READ MORE

  5. 4. On dysgraphia diagnosis support via the automation of the BVSCO test scoring : Leveraging deep learning techniques to support medical diagnosis of dysgraphia

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

    Author : Riccardo Sommaruga; [2022]
    Keywords : Dysgraphia; Handwritten Text Recognition; Graphemes; Optical Character Recognition; Artificial Neural Networks; BVSCO-2; Sequence Alignment; Dysgrafi; handskriven textigenkänning; grafem; optisk teckenigenkänning; artificiella neurala nätverk; BVSCO-2; sekvensjustering;

    Abstract : Dysgraphia is a rather widespread learning disorder in the current society. It is well established that an early diagnosis of this writing disorder can lead to improvement in writing skills. READ MORE

  6. 5. Labelling Customer Actions in an Autonomous Store Using Human Action Recognition

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Oskar Areskog; [2022]
    Keywords : artificial intelligence; ai; human action recognition; graph-convolutional neural network;

    Abstract : Automation is fundamentally changing many industries and retail is no exception. Moonshopis a South African venture trying to solve the problem of autonomous grocery storesusing cameras and computer vision. This project is the continuation of a hackathon heldto explore different methods for Human Action Recognition in Moonshop’s stores. READ MORE