Essays about: "Pipeline Automation"
Showing result 1 - 5 of 26 essays containing the words Pipeline Automation.
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1. Evaluation of using knowledge retention practices in a DevOps workflow
University essay from Linköpings universitet/Institutionen för datavetenskapAbstract : This thesis explores applying DevOps practices to mitigate knowledge loss in project-based environments. In the context of high developer turnover, the study aims to implement a standardised DevOps workflow using automation and knowledge management. READ MORE
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2. Investigate the challenges and opportunities of MLOps
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)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
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3. MLOps paradigm - a game changer in Machine Learning Engineering?
University essay from Uppsala universitet/InformationssystemAbstract : In the last 5+ years, researchers and the industry have been working hard to adopt MLOps (Machine Learning Operations) to maximize production. The current literature on MLOps is still mostly disconnected and sporadic (Testi et al., 2022). READ MORE
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4. Computational Pipeline for Analyses of Genome-Wide Nascent Transcription from PRO-seq Data
University essay from KTH/GenteknologiAbstract : 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
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5. A DevOps Approach to the EA Blueprint Architectural Pattern
University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)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