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Showing result 1 - 5 of 20 essays matching the above criteria.

1. 1. Implementing End-to-End MLOps for Enhanced Steel Production

   University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

   Author : Marcus Westin; Jacob Berggren; [2024]
   Keywords : MLOps; Azure ML; Machine Learning; Computer Science; Microsoft Azure; MLOps; Azure ML; Maskininlärning; Datavetenskap; Microsoft Azure;

   Abstract : Steel production companies must utilize new technologies and innovations to stay ahead of a highly competitive market. Recently, there has been a focus on Industry 4.0, which involves the digitalization of production to integrate with newer technologies such as cloud solutions and the Internet of Things (IoT). READ MORE

3. 2. Analyzing the Influence of Synthetic andAugmented Data on Segmentation Model

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

   Author : Alex Peschel; [2023]
   Keywords : Artificial Intelligence; Microorganisms; Segmentation; Synthesizing; Augmentation;

   Abstract : The field of Artificial Intelligence (AI) has experienced unprecedented growth in recent years, thanks to the numerous applications related to speech recognition, natural language processing, and computer vision. However, one of the challenges facing AI is the requirement for large amounts of energy, time, and data to be effective and accurate. READ MORE

4. 3. Exploring the Potential of Virtual Reality Shopping for Furniture : A Comparative Study with Web-based Retail

   University essay from Linköpings universitet/Institutionen för teknik och naturvetenskap

   Author : Ludvig Erlander Klein; [2023]
   Keywords : Computer science; VR; Virtual Reality; Retail; Web shopping; User Experience; UX; Furniture shopping;

   Abstract : Today there are two main ways of shopping; on a website or in a physical store, and each of them comes with its own benefits and downsides. A prototype for a store in virtual reality (VR) was created to take advantage of the unique aspects of VR, it created a shopping experience that is an improvement over web stores and has some advantages over physical stores too. READ MORE

5. 4. Application of Bootstrap in Approximate Bayesian Computation (ABC)

   University essay from Uppsala universitet/Statistik, AI och data science

   Author : Ellinor Nyman; [2023]
   Keywords : ABC; Bootstrap; Computer intensive methods; Bayesian statistics; Linear regression;

   Abstract : The ABC algorithm is a Bayesian method which simulates samples from the posterior distribution. In this thesis, the method is applied on both synthetic and observed data of a regression model. Under normal error distribution a conjugate prior and the likelihood function are used in the algorithm. READ MORE

6. 5. Evaluation of heat sensors in public places : As an aid to the pandemic of Covid-19

   University essay from

   Author : Hermansson Joel; Magnusson Victor; [2021]
   Keywords : Heat sensors; Covid-19; Hardware; Pandemic; Electronics; Computer science;

   Abstract : The restrictions that have been introduced with the Covid-19 pandemic has led to stores having less customers and stores shutting down. There is a need to track people's occupancy in public places so there could be more people in those places but still following the restrictions. READ MORE