10 June 2025
Vector databases are a new class of repositories that do not just store data, but allow searching by meaning, comparing objects by semantic proximity, and creating […]
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10 June 2025
Understanding and implementing the concepts of Data Governance, Data Minimalism, and preventing Data Swamp are key to successfully managing data warehouses and delivering business value (Fig. […]
10 June 2025
While Data Governance is responsible for controlling and organizing data, DataOps helps ensure its accuracy, consistency and smooth flow within the company. This is especially critical […]
10 June 2025
Traditional approaches to building data warehousing often result in the creation of disparate “silos of information” where important insights are inaccessible for analysis and decision making. […]
10 June 2025
The term “big data” does not have a strict definition. The concept originally appeared when the volume of information began to exceed the capabilities of traditional […]
10 June 2025
Traditionally, construction was based on subjective hypotheses and personal experience. Engineers assumed – with a certain degree of probability – how the material would behave, what […]
10 June 2025
Working with open datasets provides a unique opportunity to put into practice the principles discussed in previous chapters: judicious feature selection, representative sampling, visualization, and critical […]
10 June 2025
In the following example we will analyze a large dataset using data from different CAD tools (BIM). To collect and create the large dataset, a specialized […]
10 June 2025
IoT The Internet of Things represents a new wave of digital transformation in which every device gets its own IP address and becomes part of a […]
10 June 2025
The databases of the various systems in the construction business – with their inevitably decaying and increasingly complex infrastructure – are becoming a breeding ground for […]
10 June 2025
One of the most famous examples of using ML in data analytics is the analysis of the Titanic dataset, which is often used to study the […]
10 June 2025
The main hypothesis used to explore the machine learning framework based on the Titanic dataset is that certain groups of passengers had a higher chance of […]
10 June 2025
The data collected on the company’s projects opens up the possibility of building models capable of predicting the cost and time characteristics of future, not yet […]
10 June 2025
Estimation of construction time and cost is one of the key processes in the activities of a construction company. Traditionally, such estimates are made by experts […]
10 June 2025
Modern approaches to working with data are beginning to change decision-making in the construction industry. Moving from intuitive assessments to objective data analysis not only improves […]
10 June 2025
Due to the rapid digitalization of information (Fig. 1.1-5), modern construction is undergoing a fundamental transformation where data is becoming not just a tool but a […]
10 June 2025
Almost a century ago, mankind was already experiencing a similar technological revolution. The transition from steam engines to electric motors took more than four decades, but […]
10 June 2025
Construction is becoming an information management process. The more accurate, quality and complete the data, the more efficient the design, calculations, cost estimates, erection and operation […]
10 June 2025
But let’s return to the realities of the construction industry. While self-driving cars, decentralized financial systems and artificial intelligence-based solutions are emerging in some sectors of […]
10 June 2025
The construction industry is gradually entering a new phase of development, where familiar processes are increasingly being supplemented – and sometimes even replaced – by digital […]
