SlideShare a Scribd company logo
1
HOW BIM
& DIGITALISATION
IS TRANSFORMING
CONSTRUCTION
NICOLETA PANAGIOTIDOU
ARCHITECT MSC, BIM SPECIALIST
FOUNDER BIM DESIGN HUB
Do more with technology
25/09/2020
2
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
PANAGIOTIDOU NICOLETA
Architect, Au.TH University Thessaloniki
MSc Sustainable Design, Uni. Edinburgh
BIM Informed Professional, BIP, BRE, UK
BREEAM Associate, BRE, UK
Autodesk Certified Instructor
PHD Doctorate student, BIM research, UCL
Founder at BIM Design Hub
Editor, BIM Dictionary
BIM Mentor, Women in BIM
About me
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
3
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIMGREECE2020
“TELL ME AND I FORGET.
TEACH ME AND I REMEMBER.
INVOLVE ME AND I LEARN”
Benjamin Franklin
4
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
Αgenda
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
▪ BIM & Digitalisation
▪ BIM Implementation
▪ BIM Standards
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIMGREECE2020
5
BIM &
DIGITALISATION
A NEW DIGITAL AGE FOR
THE CONSTRUCTION
INDUSTRY IN GREECE
THROUGH BIM
Image source: Autodesk Inc
6
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
DIAGRAM SECTION
WRITE SOMETH IN G HERE
34% of industry professionals report that
the top cause of poor project information
derives from incorrect project data
Risk
69% of owners believe that
contractor's performance is the
main reason for poor construction
Underperformance
It is estimated that about 30%
of the construction work is
actually repetitive work.
Rework
80% of construction
companies can not find the
workers they need
Labor shortage
Only 1% increase in construction sector’s
annual productivity in the last 20 years
Productivity
93% of construction professionals
report a basic level of trust, only 37%
report high levels of trust
Lack of trust
Construction industry challenges
https://constructionblog.autodesk.com/construction-industry-statistics/
7
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
Digitalisation trends
8
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
Construction 4.0
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
9
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
BIM impact - links to the sector
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
IMPACT LINKS
10
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
CONTRACTORCLIENT DESIGN PROCUREMENT
SUPPLIERS &
SUBCONTRCTORSTRADITIONAL DATA FLOW
CONTRACTORCLIENT DESIGN PROCUREMENT SUPPLIERS &
SUBCONTRCTORS
DIGITAL
DATA FLOW
ΒΙΜ & Data flow
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
Images courtesy: BIM Design Hub
11
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
Video by Autodesk Inc.
Architecture
12
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
Structural engineering & design
Video by Autodesk Inc.
13
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
Video by Autodesk Inc.
MEP design & detailing
14
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
40%
35%
41%
47%
42%
48% 47%
43%
16%
37%
30%
53%
27%
31% 29%
25%
20% 18%
48%
14%
34% 34%
20%
27%
0%
10%
20%
30%
40%
50%
60%
INVESTMENT IN BIM – BASED WORKFLOWS
current planned
Reproduction from IDC InfoBrief, sponsored by Autodesk, Digital Transformation, The Future of connected construction, 2020
Software investments
15
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
16%
9%
17%
16%
9%
12%
10%
12%
10%
9%
11% 11%
Europe APJ Americas
Organisational concerns in the construction industry by region
Effectively managing risk Data security
Competing projects on time and on budjet Workforce safety
Reproduction from IDC InfoBrief, sponsored by Autodesk, Digital Transformation, The Future of connected construction, 2020
Top challenges worldwide
16
BIM
STANDARDS
Image source: Autodesk Inc
A NEW DIGITAL AGE FOR
THE CONSTRUCTION
INDUSTRY IN GREECE
THROUGH BIM
17
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
USA
GSA projects, design only
FINLAND
Public sector
Norway
Public sector
Netherlands
Public sector
UAE
International & large projects
Hong Kong
All new housing
France
500.000 houses using BIM
Standards for Infrastructure
Singapore
Large projects
Sweden
Transport projects
Scotland
Public sector
South Korea
Public sector
United Kingdom
Public sector
China
No mandates, BIM use is
positively encouraged
Germany
Transport projects
2007 2010 2012 2014 2015
2017 20162020
BIM global adoption
18
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
BIM global adoption
19
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
Image adapted from : Handbook of the EU BIM Task Group
The 4 pillars of BIM
20
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
Int. Standards
(ISO)
Regional
Standards (e.g.
EN)
National Standards, e.g. BS
Sponsored Standards – BSI PAS
Private & Consortia standards
Corporate Technical Specifications
Professional Codes, Guidance, Best practice
Source: UK BIM Alliance
Private & professional
standards, codes and
guidance
BSI, EN & ISO
PAS route to national &
international standards
Standards in construction
21
Why ISO BIM standards?
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
An ISO standard is a document that provides requirements, specifications, guidelines or
characteristics that are used to ensure consistently of materials, products, processes and services
“ISO” is derived from the Greek word isos that means equal.
Standards help the construction industry to make more effective and efficient projects by establishing
processes for design, construction and manufacturing.
22
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
Building Information Modelling (BIM) is a set of technologies,
processes and policies enabling multiple stakeholders to
collaboratively design, construct and operate a Facility in
virtual space.
Similar: Virtual Design and Construction (VDC), Building
Information Management, Building Information Modeling
Source: BIM Dictionary, BIM Excellence
BIM definition
23
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
Image source: PAS 1192-2 2013
BIM Level 2
UK BIM Level 2
BIM Level 3
24
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ISO 19650 series
25
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
Why BIM benefits from an international standard?
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
BIM is used around the world in
different construction markets and is
not equally defined in terms of
standards and implementation.
An international standard would help
the industry to agree on a common
definition and process in order to
increase the efficiency and quality of
the implementation process.
26
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
▪ Common data environment
▪ Structured and unstructured information
▪ Federated information models (PIM, AIM)
▪ Standards ISO 19650 – 1, ISO 19650 -2
“BIM according to
ISO 19650 series”
Maturity of information management
Increasingbenefitfromcollaboration
Source: Reproduction of Maturity analogue, ISO 19650-1
Image: BIM Design Hub
ISO BIM Maturity stages
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
is equivalent to Stage 2
27
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
BIM Maturity levels
Image source: Arcadis
28
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
BIM collaborative working
Image: BIM Design Hub
29
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
Source: ISO 19650, Images reproduction BIM Design Hub
ISO 19650 concepts
30
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
Source: ISO 19650-1
Information delivery cycle
What information is
needed?
Can my supply chain
support it?
Who
delivers
what and
when?
What are the
information
exchanges and
how client
decisions affect
the process?
What
information do
I know?
What
information do
I need to
manage the
asset?
1
2
3
4
5
6
31
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
GEOMETRY
DATA
BIM
Industry foundation classes (IFC) file format
BIM Exchange standard
Name What it does
IFC -Industry Foundation Classes Transports
information or data
IDM - Information Delivery Manual
Describes processes
MVD – Model View Definitions Translates processes
into technical
requirements
BCF - BIM Collaboration Format
Change coordination
IFD / bsDD - Building Smart
Dictionary
Defines objects and
their attributes
Image: BIM Design Hub
32
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
Level of Information Need framework
Source: Level of Information Need Framework, EN 17412(draft version)
33
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
Clear definition
for the
information
Quantity &
quality of
information
Efficient
transfer of
information
Informed
and timely
decisions
BIM according to ISO 19650
34
BIM
IMPLEMENTATION
Image source: Autodesk Inc
A NEW DIGITAL AGE FOR
THE CONSTRUCTION
INDUSTRY IN GREECE
THROUGH BIM
35
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
Crossing the Chasm, Geoffrey Moore, Image source: https://commons.wikimedia.org/wiki/File:Technology-Adoption-Lifecycle.png
Crossing the chasm
36
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
Three interlocking fields of activity, venn diagram, Image source:
B.Succar / Automaton in Construction (2009)
BIM filed players
Three interlocking fields of activity, venn diagram, Image source: B.Succar /
Automaton in Construction (2009)
37
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
BIM field players
Field overlaps, Field interactions, Images source: B.Succar / Automaton in Construction (2009)
38
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
BIM Capability Sets
SOFTWARE
HARDWARE
NETWORK
ΒΙΜ capability sets, BIM Maturity Matrix, Images source: B.Succar / Automaton in Construction (2009)
39
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
Digitisation Process Technology
Training Standarlisation Business drivers
BIM implementation requirements
40
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
BIM Implementation strategy SMEs
BIM knowledge
Long term, short term strategy
Financial support & Investment
New business model, legal, security
ORGANIZATION
BIM team selection
Current process analysis
Training & processes (standards)
Software & hardware
PEOPLE, PROCESS
TECHNOLOGY
Bidding phase
Execution phase
Monitoring & controlling
Handover
feedbackfeedback
BIM
Implementation
strategy
Understanding
Planning
Executing, pilot
STEP 1:
STEP 2:
STEP 3:
41
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
www.bimdictionary.comBIM Dictionary
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
42
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
BIM
Foundations
1
ISO BIM training
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
✓CPD certified
BIM
Information
management
Digital construction
& BIM
Overview of BIM
standards
ISO BIM concepts &
principles
✓In line with ISO 19650
Information
management
teams
ISO BIM activities
& tasks
BIM Execution
planning
2
BIM process key
elements
43
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
Autodesk online training
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
44
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
ANEWDIGITALAGEFORTHECONSTRUCTIONINDUSTRYINGREECETHROUGHBIM2020
BIM services
HOWBIM
&DIGITALIZATION
ISTRANSFORMINGCONSTRUCTION
Project
support
BIM object
creation
BIM Object
hosting
Custom training
solutions
45
www.breakwithanarchitect.com
w w w . b i m d e s i g n h u b . c o m
i n f o @ b i m d e s i g n h u b . c o m
ΤΗΑΝΚ ΥOU

More Related Content

PPTX
Digital transformation webinar amer slideshare
PDF
Introduction to BIM 360 Docs
PPT
Intro to buildingsmart and COBie - Nick Tune at Ecobuild 2015
PPTX
BIM workflow for construction
PPTX
BIM Execution Plan
PDF
New solutions of bim
PDF
CIC Building Information Modelling Standards Draft 5.0
Digital transformation webinar amer slideshare
Introduction to BIM 360 Docs
Intro to buildingsmart and COBie - Nick Tune at Ecobuild 2015
BIM workflow for construction
BIM Execution Plan
New solutions of bim
CIC Building Information Modelling Standards Draft 5.0

What's hot (20)

PDF
bim+ Presentation BIM Manager
PDF
Building Information Modeling (BIM)
PDF
BIM for Clients – The Why, What and How
PDF
Omer Syed - The Integration of BIM in Construction Organizations & its Impact...
PDF
PDF
BIM Execution plan
PDF
BIM Execution Plan - Bim Process Model Rview and Procedure
PPT
BIM in Project Management: Keynote Speech by Mr. Kevin POOLE
PDF
BIM 360 Overview by Jessica Denman- august 2017
PDF
The Bim Process Explained
PPTX
How BIM 360 construction document management facilitates building work proces...
PPT
Building Information Modeling (BIM) & Industry Foundation Classes (IFC)
PPTX
What is BIM?
PPTX
Use of BIM in planning and construction and implementation in real project
PPTX
Building information modelling
PDF
CIC Building Information Modelling Standards (Phase One)
PPTX
ISO 19650 Information Management Process - Information Model Delivery (Episod...
PDF
Sustainable design & bim technology
bim+ Presentation BIM Manager
Building Information Modeling (BIM)
BIM for Clients – The Why, What and How
Omer Syed - The Integration of BIM in Construction Organizations & its Impact...
BIM Execution plan
BIM Execution Plan - Bim Process Model Rview and Procedure
BIM in Project Management: Keynote Speech by Mr. Kevin POOLE
BIM 360 Overview by Jessica Denman- august 2017
The Bim Process Explained
How BIM 360 construction document management facilitates building work proces...
Building Information Modeling (BIM) & Industry Foundation Classes (IFC)
What is BIM?
Use of BIM in planning and construction and implementation in real project
Building information modelling
CIC Building Information Modelling Standards (Phase One)
ISO 19650 Information Management Process - Information Model Delivery (Episod...
Sustainable design & bim technology
Ad

Similar to How digitization & BIM is transforming construction (20)

PPT
BIMobject® seminar 7th of may 2013 Denmark
PDF
Báo cáo về BIM năm 2016
PDF
Irish Building Magazine[1]
PPT
BIMobject for manufacturers 2013
PDF
How BIM is able to optimise the design phase of a construction project
PDF
Building Information Modeling Design Engineering | Technostruct
PDF
How AI BIM Modeling is Impacting Residential Construction.
PPTX
Key BIM Insights & Trends for the Global AEC Industry.pptx
PPTX
Building Information Modelling Presentation
PDF
2024 Scan to BIM: Ultimate Guide for Point Cloud Modeling
PDF
BIM story in QCN Year Book 2015
PPTX
Explore the Future of BIM In India
PDF
BIM, Adoption, Implementation and Future
PDF
David Philp - BIM: an update from the UK Government BIM Task Group
PPTX
Mikael akkus, module 1, introduction to bim and the business case of bim R2
PPTX
Supporting the digital construction industry | Empowering you in a BIM world
PDF
Bim lod
PDF
Nw b im_hub_-_march2013
PDF
Why should I be thinking of BIM - BIM for LA's
PDF
An Introduction to BIM for Manufacturers
BIMobject® seminar 7th of may 2013 Denmark
Báo cáo về BIM năm 2016
Irish Building Magazine[1]
BIMobject for manufacturers 2013
How BIM is able to optimise the design phase of a construction project
Building Information Modeling Design Engineering | Technostruct
How AI BIM Modeling is Impacting Residential Construction.
Key BIM Insights & Trends for the Global AEC Industry.pptx
Building Information Modelling Presentation
2024 Scan to BIM: Ultimate Guide for Point Cloud Modeling
BIM story in QCN Year Book 2015
Explore the Future of BIM In India
BIM, Adoption, Implementation and Future
David Philp - BIM: an update from the UK Government BIM Task Group
Mikael akkus, module 1, introduction to bim and the business case of bim R2
Supporting the digital construction industry | Empowering you in a BIM world
Bim lod
Nw b im_hub_-_march2013
Why should I be thinking of BIM - BIM for LA's
An Introduction to BIM for Manufacturers
Ad

Recently uploaded (20)

PDF
Getting started with AI Agents and Multi-Agent Systems
PPTX
Final SEM Unit 1 for mit wpu at pune .pptx
PPTX
1. Introduction to Computer Programming.pptx
PDF
1 - Historical Antecedents, Social Consideration.pdf
PPTX
TLE Review Electricity (Electricity).pptx
PPTX
Chapter 5: Probability Theory and Statistics
PPTX
cloud_computing_Infrastucture_as_cloud_p
PDF
Transform Your ITIL® 4 & ITSM Strategy with AI in 2025.pdf
PDF
STKI Israel Market Study 2025 version august
PPTX
Tartificialntelligence_presentation.pptx
PDF
ENT215_Completing-a-large-scale-migration-and-modernization-with-AWS.pdf
PDF
Assigned Numbers - 2025 - Bluetooth® Document
PPT
What is a Computer? Input Devices /output devices
PDF
TrustArc Webinar - Click, Consent, Trust: Winning the Privacy Game
PPTX
observCloud-Native Containerability and monitoring.pptx
PPTX
Programs and apps: productivity, graphics, security and other tools
PPTX
O2C Customer Invoices to Receipt V15A.pptx
PDF
Developing a website for English-speaking practice to English as a foreign la...
PDF
Zenith AI: Advanced Artificial Intelligence
PDF
Hindi spoken digit analysis for native and non-native speakers
Getting started with AI Agents and Multi-Agent Systems
Final SEM Unit 1 for mit wpu at pune .pptx
1. Introduction to Computer Programming.pptx
1 - Historical Antecedents, Social Consideration.pdf
TLE Review Electricity (Electricity).pptx
Chapter 5: Probability Theory and Statistics
cloud_computing_Infrastucture_as_cloud_p
Transform Your ITIL® 4 & ITSM Strategy with AI in 2025.pdf
STKI Israel Market Study 2025 version august
Tartificialntelligence_presentation.pptx
ENT215_Completing-a-large-scale-migration-and-modernization-with-AWS.pdf
Assigned Numbers - 2025 - Bluetooth® Document
What is a Computer? Input Devices /output devices
TrustArc Webinar - Click, Consent, Trust: Winning the Privacy Game
observCloud-Native Containerability and monitoring.pptx
Programs and apps: productivity, graphics, security and other tools
O2C Customer Invoices to Receipt V15A.pptx
Developing a website for English-speaking practice to English as a foreign la...
Zenith AI: Advanced Artificial Intelligence
Hindi spoken digit analysis for native and non-native speakers

How digitization & BIM is transforming construction