10 June 2025
In later parts of the book, we will look in detail at how specialists interact with each other and how data becomes the basis for decision […]
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- 3D Printing and Rendering
- 4D-6D and Calculation of Carbon Dioxide Emissions
- 4D, 6D-8D AND CALCULATION OF CO2 CARBON EMISSIONS
- A PRACTICAL GUIDE TO IMPLEMENTING A DATA-DRIVEN APPROACH
- AUTOMATIC ETL CONVEYOR (PIPELINE)
- AUTOMATIC PIPELINE- ETL DATA VALIDATION
- Big Data
- BIG DATA AND ITS ANALYSIS
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- CHALLENGES IN WORKING WITH DATA IN THE CONSTRUCTION INDUSTRY
- CLASSIFICATION AND INTEGRATION: A COMMON LANGUAGE FOR CONSTRUCTION DATA
- CLOSED PROJECT FORMATS AND INTEROPERABILITY ISSUES
- CONSTRUCTION ERP
- CONSTRUCTION ERP AND PMIS SYSTEMS
- CONSTRUCTION PROJECT COSTINGS AND ESTIMATES
- COST AND SCHEDULE FORECASTING USING MACHINE LEARNING
- COST CALCULATIONS AND ESTIMATES FOR CONSTRUCTION PROJECTS
- Dashboard and Data Visualization
- DATA ANALYTICS AND DATA-DRIVEN DECISION-MAKING
- DATA ANALYTICS AND DECISION-MAKING PROCESS
- Data Conversion
- DATA CONVERSION INTO A STRUCTURED FORM
- DATA FLOW WITHOUT MANUAL EFFORT: WHY ETL
- DATA FRAGMENTATION AND SILOS
- DATA INFRASTRUCTURE: FROM STORAGE FORMATS TO DIGITAL REPOSITORIES
- Data Management
- DATA MODELLING AND THE EMERGENCE OF STANDARDS
- Data Processing and Export
- DATA QUALITY REQUIREMENTS AND ASSURANCE
- DATA TYPES IN CONSTRUCTION
- DATA UNIFICATION AND STRUCTURING
- DATA WAREHOUSE MANAGEMENT AND CHAOS PREVENTION
- DATA-DRIVEN ESTIMATING AND QUANTITY TAKE-OFFS
- DataDrivenConstruction
- DESIGN PARAMETERIZATION AND USE OF LLM FOR CAD OPERATION
- EMERGENCE OF BIM-CONCEPTS IN THE CONSTRUCTION INDUSTRY
- Estimation and Scheduling
- ETL AND PROCESS AUTOMATION
- EVOLUTION OF DATA USE IN THE CONSTRUCTION INDUSTRY
- EVOLUTION OF THE USE OF DATA IN THE CONSTRUCTION INDUSTRY
- GEOMETRY IN CONSTRUCTION: FROM LINES TO CUBIC METERS
- Groupings and filtering
- IDE WITH LLM SUPPORT AND FUTURE PROGRAMMING CHANGES
- LLM AND THEIR ROLE IN DATA PROCESSING AND BUSINESS PROCESSES
- MACHINE LEARNING AND PREDICTIONS
- Main Page
- MANAGEMENT SYSTEMS IN CONSTRUCTION
- MODERN DATA TECHNOLOGIES IN THE CONSTRUCTION INDUSTRY
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- OPEN DATA DOMINANCE
- ORCHESTRATION OF ETL AND WORKFLOWS: PRACTICAL SOLUTIONS
- PANDAS DATAFRAME AND LLM CHATGPT
- PART 1. FROM CLAY TABLETS TO THE DIGITAL REVOLUTION: HOW INFORMATION HAS EVOLVED IN CONSTRUCTION
- PART 10. THE CONSTRUCTION INDUSTRY IN THE DIGITAL AGE. OPPORTUNITIES AND CHALLENGES
- PART 2. HOW THE CONSTRUCTION BUSINESS IS DROWNING IN DATA CHAOS
- PART 3. DATA FRAMEWORK IN CONSTRUCTION BUSINESS PROCESSES
- PART 4. DATA QUALITY: ORGANIZATION
- PART 5. COST AND TIME CALCULATIONS: INCORPORATING DATA INTO CONSTRUCTION PROCESSES
- PART 6. CAD AND BIM: MARKETING
- PART 7. DATA-DRIVEN DECISION-MAKING
- PART 8. DATA STORAGE AND MANAGEMENT IN CONSTRUCTION
- PART 9. BIG DATA
- Pipelines
- Process Automation
- Project Management
- Quality Control
- QUANTITY TAKE-OFF AND AUTOMATIC CREATION OF ESTIMATES AND SCHEDULES
- Revit and IFC
- Software Integration
- SURVIVAL STRATEGIES: BUILDING COMPETITIVE ADVANTAGE
- SYSTEMATIZATION OF REQUIREMENTS AND VALIDATION OF INFORMATION
- THE DIGITAL REVOLUTION AND THE EXPLOSION OF DATA
- THE FUTURE: PREDICTIONS, FORECASTS AND MACHINE LEARNING
- TRANSFORMING DATA INTO STRUCTURED FORM
- TURNING CHAOS INTO ORDER AND REDUCING COMPLEXITY
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10 June 2025
In the modern construction industry, the systems, applications and data warehouses of companies are actively filled with information and data of various types and formats (Fig. […]
10 June 2025
Modern tools allow companies to deploy a large language model (LLM) locally in just a few hours. This gives complete control over data and infrastructure, eliminating […]
10 June 2025
Effective data management requires a clear standardization strategy. Only with clear requirements for data structure and quality can data validation be automated, manual operations reduced and […]
10 June 2025
Among the many business processes that determine the sustainability of a company in the construction industry, of particular importance – as they were thousands of years […]
10 June 2025
A database or table of construction resources and materials – includes detailed information about each element that can be used in a construction project – a […]
10 June 2025
Having filled the “Construction Resource Database” (Fig. 5.1-3) with entities-minimum units, you can start creating calculations, which are calculated for each process or work on the […]
10 June 2025
In addition to the topic of sustainability of construction projects at stage 6D (Fig. 5.3-5), modern construction focuses on the environmental sustainability of projects, where one […]
10 June 2025
In this part, we have shown how structured data becomes the basis for accurate cost and schedule calculations for construction projects. Automating the QTO, scheduling and […]
10 June 2025
The so-called open format IFC (Industry Foundation Classes) is positioned as a standard to ensure interoperability between different CAD (BIM -) systems. Its development was carried […]
10 June 2025
Geometry in construction is not only a visualization, but also the basis for accurate quantitative calculations. In the project model, geometry supplements the lists of element […]
10 June 2025
In engineering practice, volumes and areas are computed from geometric surfaces described analytically or through parametric models such as NURBS (nonuniform rational B-splines) within the BREP […]
10 June 2025
In the construction industry, when streaming, developing systems, databases or automating processes that work with design information and feature geometry, it is important to strive for […]
10 June 2025
In addition to geometric representation formats, in a world where different industries use different levels of detail and depth of data, CAD – (BIM-) methodologies offer […]
10 June 2025
At the data loading stage it is possible not only to visualize data, upload them to tables or databases, but also to automatically generate reports, including […]
10 June 2025
The era when strategic decisions depended on the intuition of individual managers (Fig. 9.2-4) is a thing of the past. In an increasingly competitive and challenging […]
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 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
We use the k-Nearest Neighbors (k-NN) algorithm as an additional predictor to estimate the cost and duration of a new project. The K-Nearest Neighbors (k-NN) algorithm […]
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 […]
