Advanced search

Showing result 1 - 5 of 78 essays matching the above criteria.

1. 1. Automation of manual tasks at Statistics Sweden : Supervised machine learning as proof-of-concept

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Simon Godskesen; [2024]
   Keywords : ;

   Abstract : Supervised machine learning is used to create a proof-of-concept for automation of manual tasks for Statistics Sweden. The goal of the first part is to classify occupations with an SSYK code using descriptions entered by the employee, the education level of the employee, and their industry. READ MORE

3. 2. Natural Language Processing on the Balance of theSwedish Software Industry and Higher VocationalEducation

   University essay from Mittuniversitetet/Institutionen för kommunikation, kvalitetsteknik och informationssystem (2023-)

   Author : Emil Bäckstrand; Rasmus Djupedal; [2023]
   Keywords : Swedish Software Industry; Higher Vocational Education; Software Engineering; Latent Dirichlet Allocation; Document Frequency Analysis;

   Abstract : The Swedish software industry is fast-growing and in needof competent personnel, the education system is on the frontline of producing qualified graduates to meet the job marketdemand. Reports and studies show there exists a gapbetween industry needs and what is taught in highereducation, and that there is an undefined skills shortageleading to recruitment failures. READ MORE

4. 3. Matching ESCF Prescribed Cyber Security Skills with the Swedish Job Market : Evaluating the Effectiveness of a Language Model

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Al Ghaith Ahmad; Ibrahim Abd ULRAHMAN; [2023]
   Keywords : ESCF; ChatGPT; Scraping; Crawler; Prompt Engineering;

   Abstract : Background: As the demand for cybersecurity professionals continues to rise, it is crucial to identify the key skills necessary to thrive in this field. This research project sheds light on the cybersecurity skills landscape by analyzing the recommendations provided by the European Cybersecurity Skills Framework (ECSF), examining the most required skills in the Swedish job market, and investigating the common skills identified through the findings. READ MORE

5. 4. Human Activity Recognition Models and Step Counter With Smartphone Sensor Data

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

   Author : Josef Afreim; Simon Bossér; [2023]
   Keywords : ;

   Abstract : In this time of technology, with the availability of wearable sensors and copiousamounts of cheap data, new uses of machine learning emerge. Tasks that were previouslyheld-back by a lack of data and computation power are today more feasible and useful thanever. Human activity recognition (HAR) is one such task. READ MORE

6. 5. Improving Pith Detection and Automated Log Identification using AI

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

   Author : Muhammad Farooq; [2023]
   Keywords : Automated wood log identification; damaged log identification; pith detection; artificial intelligence; computer vision; machine learning; deep learning;

   Abstract : Tracking of tree logs from a harvesting site to its processing site is a legal requirement for timber-based industries. Wood log identification is an important task in the forestry industry and has traditionally relied on manual inspection by trained experts. READ MORE