Automation of data processing and analytics in construction | Avetik Kagramanian and Artem Boiko

In this insightful interview, Avetik Kagramanian talks to Artem Boyko, a prominent data scientist in the construction industry. We explore the pioneering DataDrivenConstruction project and the impact of open data and open tools on the construction industry.
00:00 - Video Highlights
01:22 - About DataDrivenConstruction project
02:48 - Free offline and standalone DataDrivenConstruction products
03:25 - When we receive open data, we ourselves decide what tools to use this data in
04:08 - Converters' clients and popular data use cases in construction
05:41 - Data quality and verification process
06:27 - Usage formats and the collection of big data
07:03 - Who are the main competitors and the emergence of Pipelines in the construction industry
08:08 - Does working with data in construction differ from other industries?
10:27 - Explanation of the concept of using Pipelines in construction processes
12:01 - Creating an automatic Pipeline and using ChatGPT
13:52 - The future of data processes and analytics in construction
15:53 - Global trends in data management in the construction
17:42 - Democratization and data decentralization platforms
19:33 - How 30,000 subscribers on LinkedIn came to be
20:40 - Communicating with strategic directors of CAD vendors and gaining insights on the BOM-BIM story
21:37 - Appearance of the History of BIM map
23:39 - What were the main benefits of creating articles and writing the history of BIM
24:34 - Why not support buildingSMART
27:00 - Lobbyism in the creation of a world classifier
28:41 - Tips for startups who are just starting to develop their product or thinking about it
30:54 - The struggle between openBIM and closedBIM - who is winning
32:16 - The beginning of the era of data analytics in construction and data-driven decision making
34:03 - Machine learning and automatic calculation of project costs
35:47 - Automatic 4D-5D calculations in projects
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Пікірлер: 2

  • @MrJigarercivil
    @MrJigarercivil17 күн бұрын

    Guys is very smart...at the end data will be king in construction and that's why as BIM manager I started to learn data management and enrolled for Data Analytics certificate

  • @datadrivenconstruction

    @datadrivenconstruction

    17 күн бұрын

    @MrJigarercivil many tanks. For those planning to work with data in construction, learning data analytics is essential. We also recommend studying popular programming languages like Python and libraries like Pandas, which are crucial for data analysis today