This chapter discusses how to build production-ready machine learning systems. There are several challenges involved in accomplishing this, each with its specific solutions regarding practices and tool support. The chapter presents those solutions and introduces MLOps (machine learning operations, also …

Limacon is a marketing agency that provides services in marketing, sales, event management and business digitalization. The company consists of 21 employees, 5 of which are the managers of the five main departments of the company – marketing, sales, events, web and administration. The target customers …

Malvern Panalytical is the manufacturer of diffractometers. Diffractometers are used to measure particle sizes and chemical composition. This project focuses on the sensor chip inside the machine. In the assembly of a machine, chips are tested in three different stages: first when the chips arrive on …

VSTEP is a software development company that specializes in creating simulators for realistic virtual safety training. During my graduation period, I was assigned to work as a graphics programmer intern on environmental and nighttime effects in the company’s ship simulator NAUTIS. In the current version …

Medical imaging practice changed dramatically with the introduction of digital imaging. Although digital imaging has many advantages, it also has made it easier to delete images that are not of diagnostic quality. Mistakes in imaging—from improper patient positioning, patient movement during the examination, …

This applied research is an attempt to analyse the effectiveness of milk marketing and facilitate developing a sustainable milk value chain for dairy farmer’s groups in Punakha district. Both quantitative and qualitative methods of survey, key informant interviews and focus group discussion were used …

Raspberries are high-valuable soft fruit for growers. But it is even more interesting for them to grow during wintertime when weather as in Portugal is still favorable, as the offer is low on the market and they can distinguish really easily and sell raspberries at high prices. ‘Sapphire’ is currently …

Effective and quality online education requires an instructional design approach that can lead to educational transformation. This approach can be characterized by advanced flexibility, learner autonomy and extensive use of digital technologies to enhance learning outcomes. One of the main challenges …

The potential of software tools to support learning mathematics is widely acknowledged, but their use can be hindered for many reasons. When teaching future mathematics teachers, we observed that these students were unmotivated to use such tools. This lack of motivation was caused by two concerns held …

Consumers who buy organic food, have expectations about its quality and rely on certifying organizations to verify this quality and to provide information about the origin of organic products. However, organic food traceability knows several issues, such as problems with organic labelling, certification …