SlideShare a Scribd company logo
1 of 33
Download to read offline
Aaron Antrim,
                                                 Trillium Solutions




Transit 2.0
How online partnerships and open data
are spurring public transit innovation
& improving public awareness of travel options
Spending
on
auto

adver/sing
in
the

U.S.
peaked
in
2004

at
$24
billion

Source:
Wall
Street
Journal



$44
billion
was
spent

on
transit
in
the

United
States
that

year

Source:
Na0onal
Transit

Database

How
can
transit

compete
and
thrive?

Planners
advocate
integrating
transit into
the
streetscape.
When does my
 train arrive?                                      What time does the
(trimet.org & 5 iPhone   Where’s a good               library close?
                                                         (Google)
         apps)            restaurant?
                          (yelp.com & iPhone app)
How we
integrate transit
into the
landscape of
online
information?
How can transit compete and thrive?
How do we integrate transit into the
landscape of online information?


Open data makes transit
information more ubiquitous.
Open data for transit information ubiquity

•  Examples:
   •  Google Transit
   •  Agency developer sites
   •  iPhone applications
   •  Estately
   •  Walkscore.com
   •  BrailleNote
   •  Multi-modal planning
   •  TransitAndTrails.org
•  GTFS for rural providers
Everywhere
there
is
travel
informa/on,

     transit
should
be
an
op/on

Everywhere
there
is
travel
informa/on,

         transit
is
an
op/on





Google Transit
The Google Transit Feed
Specification, as a lightweight
data standard for transit
geographic and schedule data, has
quickly become an increasingly
ubiquitous format.

And you don’t have to be
Google to use it.
We’re small and we can’t provide
every customized solution people ask
for…. making the data available is
something that we’re very familiar
with so that developers can develop
the tools themselves. It’s like having
an army of developers available to us.

                — Tim McHugh, CTO, Trimet
                [full interview at tinyurl.com/trimet-cto]
“The old limits of what unmanaged
and unpaid groups can do are no
longer in operation; the difficulties
that kept self-assembled groups from
working together are shrinking,
meaning that the number and kinds
of things groups can get done
without financial motivation or
managerial oversight are growing.”


— Clay Shirky, Here Comes Everybody
developer.trimet.org
for Portland, Oregon
 •  Real time arrivals
 •  GTFS schedules
 •  Developer license
 •  Open source
    software
 •  Transit terminology
         Open data for transit information ubiquity
SF BART developer site,
SF Bay Area, California
 •  Real time arrivals
 •  GTFS schedules
 •  Developer license
 •  RSS service advisories
          Open data for transit information ubiquity
developer.metro.net
for Southern California
 •  Schedule API
 •  GTFS schedules
 •  Developer license
 •  GIS data
 •  Terminology and
    data guide
          Open data for transit information ubiquity
iTunes Application store: Applications for trip
planning, maps, arrival estimates and updates.
         Open data for transit information ubiquity
iBART: A free
application
for arrivals
and trip
planning.
(pandav.us)
estately.com

                             Real estate
                             search site lets
                             users search by
                             proximity to
                             transit. Estately
                             obtains transit
                             info from public
                             Google Transit
                             Feed Spec data.
Open data for transit information ubiquity
walkscore.com: How far will public transit take
you in 15, 30, or 45 minutes? Uses public GTFS.
         Open data for transit information ubiquity
Sendero Group
                             (www.senderogroup.com)


                             Talking GPS
                             with refreshable
                             braille display
                             loads transit
                             locations from
                             GTFS.



Open data for transit information ubiquity
Travel Assistant Device: University of South
Florida pilot project utilizes GTFS and mobile
phones to tell riders with special needs when to
alight from the vehicle. More at www.nctr.usf.edu/abstracts/abs77711.htm
Goose Networks: Multi-Modal Planning
   Goose Networks software uses GTFS to incorporate
   fixed-route transit into multi-modal trip planner




                                 Show all relevant options; 7 carpool, 3
                                 transit

                                                goosenetworks.com

          Open data for transit information ubiquity
Goose Networks: Interagency transfers
     Genentech – South San Francisco




                              Transfer from BART to private employer
                              shuttle


                                            goosenetworks.com

       Open data for transit information ubiquity
transitandtrails.org


Mashes up
hiking trail and
campground
data with
transit (by
linking to
Google Transit).
northcoastjournal.com


Online event
calendar has
two clicks to
transit
directions for all
events, using
Google Transit.
northcoastjournal.com


Online event
calendar has
two clicks to
transit
directions for all
events, using
Google Transit.
By putting this data in a common format, it
can really smooth the information sharing
between agencies. …We need to make
connections with them [other agencies], and
a lot of that now is verbal or through printed
material, and there is a great opportunity to
actually shuttle the information back and
forth to make it much more accessible when
you’re planning service.

                    — Tim McHugh, CTO, Trimet
                    [full interview at tinyurl.com/trimet-cto]
Widespread GTFS adoption helps spur
 successful open source innovation

Example: TimeTable Publisher




         timetablepublisher.org
Small
agencies
can benefit
from GTFS,
too.
Trillium
WebSchedule
Easy-to-use,
inexpensive web-
based app for
maintaining and
publishing GTFS.
more at
trilliumtransit.com
Next-generation web-based
open source GTFS publishing app
   beginning development.




  Stay in touch at www.trilliumtransit.com/blog
Conclusion
If agencies provide standardized
data, worldwide software
development communities can
help public transportation
agencies to provide information to
their customers in more useful
ways and places.
Questions?
Aaron Antrim, Trillium Solutions
aaron@trilliumtransit.com / +1 707.633.4474 / Twitter @aaronantrim
Keep up-to-date on open data and GTFS applications at
www.trilliumtransit.com/blog

More Related Content

Similar to Transit 2.0 - World Intelligent Transportation Systems Congress

TriMet GTFS and WebServices 8-23-2008
TriMet GTFS and WebServices 8-23-2008TriMet GTFS and WebServices 8-23-2008
TriMet GTFS and WebServices 8-23-2008trimet
 
Transport for Cairo (TfC)
Transport for Cairo (TfC)Transport for Cairo (TfC)
Transport for Cairo (TfC)Mohamed Hegazy
 
Open Transit Data - A Developer's Perspective
Open Transit Data - A Developer's PerspectiveOpen Transit Data - A Developer's Perspective
Open Transit Data - A Developer's PerspectiveSean Barbeau
 
Portland TriMet Presentation On Data Sharing (Updated Version)
Portland TriMet Presentation On Data Sharing (Updated Version)Portland TriMet Presentation On Data Sharing (Updated Version)
Portland TriMet Presentation On Data Sharing (Updated Version)Joe Hughes
 
Open Source Software in Public Transportation: A Case Study
Open Source Software in Public Transportation: A Case StudyOpen Source Software in Public Transportation: A Case Study
Open Source Software in Public Transportation: A Case StudySean Barbeau
 
GTFS Maintenance & More
GTFS Maintenance & MoreGTFS Maintenance & More
GTFS Maintenance & MoreAaron Antrim
 
CTAA 2016 Portland - Aaron Antrim - GTFS - What is it? Why does it matter?
CTAA 2016 Portland - Aaron Antrim - GTFS - What is it? Why does it matter?CTAA 2016 Portland - Aaron Antrim - GTFS - What is it? Why does it matter?
CTAA 2016 Portland - Aaron Antrim - GTFS - What is it? Why does it matter?Aaron Antrim
 
Why Open-source Software?
Why Open-source Software?Why Open-source Software?
Why Open-source Software?Sean Barbeau
 
CUTR Webinar - Web-based Trip Planner Options for Transit Agencies
CUTR Webinar - Web-based Trip Planner Options for Transit AgenciesCUTR Webinar - Web-based Trip Planner Options for Transit Agencies
CUTR Webinar - Web-based Trip Planner Options for Transit AgenciesSean Barbeau
 
GTFS-realtime v2.0
GTFS-realtime v2.0GTFS-realtime v2.0
GTFS-realtime v2.0Sean Barbeau
 
Effective Urban Transportation in Smart Environments (2)
Effective Urban Transportation in Smart Environments (2)Effective Urban Transportation in Smart Environments (2)
Effective Urban Transportation in Smart Environments (2)Anthony M Burns
 
ITS World Congress 2014 - Open Data in Public Transport: Challenges and Oppor...
ITS World Congress 2014 - Open Data in Public Transport: Challenges and Oppor...ITS World Congress 2014 - Open Data in Public Transport: Challenges and Oppor...
ITS World Congress 2014 - Open Data in Public Transport: Challenges and Oppor...Sean Barbeau
 
James Wong - Open data in transport, St.Petersburg
James Wong - Open data in transport, St.PetersburgJames Wong - Open data in transport, St.Petersburg
James Wong - Open data in transport, St.PetersburgOpen City Foundation
 
2015 Keynote Speech at the CGSIC Annual Meeting
2015 Keynote Speech at the CGSIC Annual Meeting2015 Keynote Speech at the CGSIC Annual Meeting
2015 Keynote Speech at the CGSIC Annual MeetingJason Melvin
 
NTI 2017 Workshop - Many Uses of GTFS Data
NTI 2017 Workshop - Many Uses of GTFS DataNTI 2017 Workshop - Many Uses of GTFS Data
NTI 2017 Workshop - Many Uses of GTFS DataSean Barbeau
 
Understanding Public Transport Networks using Free and Open Source Software
Understanding Public Transport Networks using Free and Open Source SoftwareUnderstanding Public Transport Networks using Free and Open Source Software
Understanding Public Transport Networks using Free and Open Source SoftwarePatrick Sunter
 
OneBusAway - An open-source platform for Mobility as a Service
OneBusAway - An open-source platform for Mobility as a ServiceOneBusAway - An open-source platform for Mobility as a Service
OneBusAway - An open-source platform for Mobility as a ServiceSean Barbeau
 
myRide: A Real-Time Information System for the Carnegie Mellon University Shu...
myRide: A Real-Time Information System for the Carnegie Mellon University Shu...myRide: A Real-Time Information System for the Carnegie Mellon University Shu...
myRide: A Real-Time Information System for the Carnegie Mellon University Shu...Karen Mesko
 
2013 UTC Southeast - OneBusAway – Sharing real time transit information via o...
2013 UTC Southeast - OneBusAway – Sharing real time transit information via o...2013 UTC Southeast - OneBusAway – Sharing real time transit information via o...
2013 UTC Southeast - OneBusAway – Sharing real time transit information via o...Sean Barbeau
 
Paratransit: Not 2nd Class Information
Paratransit: Not 2nd Class InformationParatransit: Not 2nd Class Information
Paratransit: Not 2nd Class InformationAaron Antrim
 

Similar to Transit 2.0 - World Intelligent Transportation Systems Congress (20)

TriMet GTFS and WebServices 8-23-2008
TriMet GTFS and WebServices 8-23-2008TriMet GTFS and WebServices 8-23-2008
TriMet GTFS and WebServices 8-23-2008
 
Transport for Cairo (TfC)
Transport for Cairo (TfC)Transport for Cairo (TfC)
Transport for Cairo (TfC)
 
Open Transit Data - A Developer's Perspective
Open Transit Data - A Developer's PerspectiveOpen Transit Data - A Developer's Perspective
Open Transit Data - A Developer's Perspective
 
Portland TriMet Presentation On Data Sharing (Updated Version)
Portland TriMet Presentation On Data Sharing (Updated Version)Portland TriMet Presentation On Data Sharing (Updated Version)
Portland TriMet Presentation On Data Sharing (Updated Version)
 
Open Source Software in Public Transportation: A Case Study
Open Source Software in Public Transportation: A Case StudyOpen Source Software in Public Transportation: A Case Study
Open Source Software in Public Transportation: A Case Study
 
GTFS Maintenance & More
GTFS Maintenance & MoreGTFS Maintenance & More
GTFS Maintenance & More
 
CTAA 2016 Portland - Aaron Antrim - GTFS - What is it? Why does it matter?
CTAA 2016 Portland - Aaron Antrim - GTFS - What is it? Why does it matter?CTAA 2016 Portland - Aaron Antrim - GTFS - What is it? Why does it matter?
CTAA 2016 Portland - Aaron Antrim - GTFS - What is it? Why does it matter?
 
Why Open-source Software?
Why Open-source Software?Why Open-source Software?
Why Open-source Software?
 
CUTR Webinar - Web-based Trip Planner Options for Transit Agencies
CUTR Webinar - Web-based Trip Planner Options for Transit AgenciesCUTR Webinar - Web-based Trip Planner Options for Transit Agencies
CUTR Webinar - Web-based Trip Planner Options for Transit Agencies
 
GTFS-realtime v2.0
GTFS-realtime v2.0GTFS-realtime v2.0
GTFS-realtime v2.0
 
Effective Urban Transportation in Smart Environments (2)
Effective Urban Transportation in Smart Environments (2)Effective Urban Transportation in Smart Environments (2)
Effective Urban Transportation in Smart Environments (2)
 
ITS World Congress 2014 - Open Data in Public Transport: Challenges and Oppor...
ITS World Congress 2014 - Open Data in Public Transport: Challenges and Oppor...ITS World Congress 2014 - Open Data in Public Transport: Challenges and Oppor...
ITS World Congress 2014 - Open Data in Public Transport: Challenges and Oppor...
 
James Wong - Open data in transport, St.Petersburg
James Wong - Open data in transport, St.PetersburgJames Wong - Open data in transport, St.Petersburg
James Wong - Open data in transport, St.Petersburg
 
2015 Keynote Speech at the CGSIC Annual Meeting
2015 Keynote Speech at the CGSIC Annual Meeting2015 Keynote Speech at the CGSIC Annual Meeting
2015 Keynote Speech at the CGSIC Annual Meeting
 
NTI 2017 Workshop - Many Uses of GTFS Data
NTI 2017 Workshop - Many Uses of GTFS DataNTI 2017 Workshop - Many Uses of GTFS Data
NTI 2017 Workshop - Many Uses of GTFS Data
 
Understanding Public Transport Networks using Free and Open Source Software
Understanding Public Transport Networks using Free and Open Source SoftwareUnderstanding Public Transport Networks using Free and Open Source Software
Understanding Public Transport Networks using Free and Open Source Software
 
OneBusAway - An open-source platform for Mobility as a Service
OneBusAway - An open-source platform for Mobility as a ServiceOneBusAway - An open-source platform for Mobility as a Service
OneBusAway - An open-source platform for Mobility as a Service
 
myRide: A Real-Time Information System for the Carnegie Mellon University Shu...
myRide: A Real-Time Information System for the Carnegie Mellon University Shu...myRide: A Real-Time Information System for the Carnegie Mellon University Shu...
myRide: A Real-Time Information System for the Carnegie Mellon University Shu...
 
2013 UTC Southeast - OneBusAway – Sharing real time transit information via o...
2013 UTC Southeast - OneBusAway – Sharing real time transit information via o...2013 UTC Southeast - OneBusAway – Sharing real time transit information via o...
2013 UTC Southeast - OneBusAway – Sharing real time transit information via o...
 
Paratransit: Not 2nd Class Information
Paratransit: Not 2nd Class InformationParatransit: Not 2nd Class Information
Paratransit: Not 2nd Class Information
 

More from Aaron Antrim

Building a transit website around user needs - CalACT 2016 spring presentation
Building a transit website around user needs - CalACT 2016 spring presentationBuilding a transit website around user needs - CalACT 2016 spring presentation
Building a transit website around user needs - CalACT 2016 spring presentationAaron Antrim
 
Cars are GREAT! - CTAA Pecha Kucha on multimodal transportation data specs
Cars are GREAT! - CTAA Pecha Kucha on multimodal transportation data specsCars are GREAT! - CTAA Pecha Kucha on multimodal transportation data specs
Cars are GREAT! - CTAA Pecha Kucha on multimodal transportation data specsAaron Antrim
 
Oregon's Statewide Fixed-Route Transit Network - Matthew Barnes presentation ...
Oregon's Statewide Fixed-Route Transit Network - Matthew Barnes presentation ...Oregon's Statewide Fixed-Route Transit Network - Matthew Barnes presentation ...
Oregon's Statewide Fixed-Route Transit Network - Matthew Barnes presentation ...Aaron Antrim
 
"Connecting with carless abandon" (Transit + Active Transportation) - Robin P...
"Connecting with carless abandon" (Transit + Active Transportation) - Robin P..."Connecting with carless abandon" (Transit + Active Transportation) - Robin P...
"Connecting with carless abandon" (Transit + Active Transportation) - Robin P...Aaron Antrim
 
Public Transit + Active Transportation: A network greater than the sum of its...
Public Transit + Active Transportation: A network greater than the sum of its...Public Transit + Active Transportation: A network greater than the sum of its...
Public Transit + Active Transportation: A network greater than the sum of its...Aaron Antrim
 
"Integrating Bicycles and Transit" - Evan Corey - Oregon Active Transportatio...
"Integrating Bicycles and Transit" - Evan Corey - Oregon Active Transportatio..."Integrating Bicycles and Transit" - Evan Corey - Oregon Active Transportatio...
"Integrating Bicycles and Transit" - Evan Corey - Oregon Active Transportatio...Aaron Antrim
 
Oregon transit association conference
Oregon transit association conferenceOregon transit association conference
Oregon transit association conferenceAaron Antrim
 
Micro-urban multi-modalism: "Adaptation" conference 2012 by Plan-it-green in ...
Micro-urban multi-modalism: "Adaptation" conference 2012 by Plan-it-green in ...Micro-urban multi-modalism: "Adaptation" conference 2012 by Plan-it-green in ...
Micro-urban multi-modalism: "Adaptation" conference 2012 by Plan-it-green in ...Aaron Antrim
 
Online methods for effective marketing and
easy-to-use transit information (C...
Online methods for effective marketing and
easy-to-use transit information (C...Online methods for effective marketing and
easy-to-use transit information (C...
Online methods for effective marketing and
easy-to-use transit information (C...Aaron Antrim
 
Oregon Association Of Rail And Transit Advocates presentation
Oregon Association Of Rail And Transit Advocates presentationOregon Association Of Rail And Transit Advocates presentation
Oregon Association Of Rail And Transit Advocates presentationAaron Antrim
 
TNT/TMA board Google Transit presentation
TNT/TMA board Google Transit presentationTNT/TMA board Google Transit presentation
TNT/TMA board Google Transit presentationAaron Antrim
 
Have Google, Will Travel - Wheels of Change conference
Have Google, Will Travel - Wheels of Change conferenceHave Google, Will Travel - Wheels of Change conference
Have Google, Will Travel - Wheels of Change conferenceAaron Antrim
 
Point A to B - CalACT Spring 2009 presentation
Point A to B - CalACT Spring 2009 presentationPoint A to B - CalACT Spring 2009 presentation
Point A to B - CalACT Spring 2009 presentationAaron Antrim
 
Leveraging new media for customer information and community partnerships
Leveraging new media for customer information and community partnershipsLeveraging new media for customer information and community partnerships
Leveraging new media for customer information and community partnershipsAaron Antrim
 
Putting Google Transit to work for your agency | CalACT & CTA Conference, Nov...
Putting Google Transit to work for your agency | CalACT & CTA Conference, Nov...Putting Google Transit to work for your agency | CalACT & CTA Conference, Nov...
Putting Google Transit to work for your agency | CalACT & CTA Conference, Nov...Aaron Antrim
 

More from Aaron Antrim (15)

Building a transit website around user needs - CalACT 2016 spring presentation
Building a transit website around user needs - CalACT 2016 spring presentationBuilding a transit website around user needs - CalACT 2016 spring presentation
Building a transit website around user needs - CalACT 2016 spring presentation
 
Cars are GREAT! - CTAA Pecha Kucha on multimodal transportation data specs
Cars are GREAT! - CTAA Pecha Kucha on multimodal transportation data specsCars are GREAT! - CTAA Pecha Kucha on multimodal transportation data specs
Cars are GREAT! - CTAA Pecha Kucha on multimodal transportation data specs
 
Oregon's Statewide Fixed-Route Transit Network - Matthew Barnes presentation ...
Oregon's Statewide Fixed-Route Transit Network - Matthew Barnes presentation ...Oregon's Statewide Fixed-Route Transit Network - Matthew Barnes presentation ...
Oregon's Statewide Fixed-Route Transit Network - Matthew Barnes presentation ...
 
"Connecting with carless abandon" (Transit + Active Transportation) - Robin P...
"Connecting with carless abandon" (Transit + Active Transportation) - Robin P..."Connecting with carless abandon" (Transit + Active Transportation) - Robin P...
"Connecting with carless abandon" (Transit + Active Transportation) - Robin P...
 
Public Transit + Active Transportation: A network greater than the sum of its...
Public Transit + Active Transportation: A network greater than the sum of its...Public Transit + Active Transportation: A network greater than the sum of its...
Public Transit + Active Transportation: A network greater than the sum of its...
 
"Integrating Bicycles and Transit" - Evan Corey - Oregon Active Transportatio...
"Integrating Bicycles and Transit" - Evan Corey - Oregon Active Transportatio..."Integrating Bicycles and Transit" - Evan Corey - Oregon Active Transportatio...
"Integrating Bicycles and Transit" - Evan Corey - Oregon Active Transportatio...
 
Oregon transit association conference
Oregon transit association conferenceOregon transit association conference
Oregon transit association conference
 
Micro-urban multi-modalism: "Adaptation" conference 2012 by Plan-it-green in ...
Micro-urban multi-modalism: "Adaptation" conference 2012 by Plan-it-green in ...Micro-urban multi-modalism: "Adaptation" conference 2012 by Plan-it-green in ...
Micro-urban multi-modalism: "Adaptation" conference 2012 by Plan-it-green in ...
 
Online methods for effective marketing and
easy-to-use transit information (C...
Online methods for effective marketing and
easy-to-use transit information (C...Online methods for effective marketing and
easy-to-use transit information (C...
Online methods for effective marketing and
easy-to-use transit information (C...
 
Oregon Association Of Rail And Transit Advocates presentation
Oregon Association Of Rail And Transit Advocates presentationOregon Association Of Rail And Transit Advocates presentation
Oregon Association Of Rail And Transit Advocates presentation
 
TNT/TMA board Google Transit presentation
TNT/TMA board Google Transit presentationTNT/TMA board Google Transit presentation
TNT/TMA board Google Transit presentation
 
Have Google, Will Travel - Wheels of Change conference
Have Google, Will Travel - Wheels of Change conferenceHave Google, Will Travel - Wheels of Change conference
Have Google, Will Travel - Wheels of Change conference
 
Point A to B - CalACT Spring 2009 presentation
Point A to B - CalACT Spring 2009 presentationPoint A to B - CalACT Spring 2009 presentation
Point A to B - CalACT Spring 2009 presentation
 
Leveraging new media for customer information and community partnerships
Leveraging new media for customer information and community partnershipsLeveraging new media for customer information and community partnerships
Leveraging new media for customer information and community partnerships
 
Putting Google Transit to work for your agency | CalACT & CTA Conference, Nov...
Putting Google Transit to work for your agency | CalACT & CTA Conference, Nov...Putting Google Transit to work for your agency | CalACT & CTA Conference, Nov...
Putting Google Transit to work for your agency | CalACT & CTA Conference, Nov...
 

Recently uploaded

9 Steps For Building Winning Founding Team
9 Steps For Building Winning Founding Team9 Steps For Building Winning Founding Team
9 Steps For Building Winning Founding TeamAdam Moalla
 
KubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCost
KubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCostKubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCost
KubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCostMatt Ray
 
How Accurate are Carbon Emissions Projections?
How Accurate are Carbon Emissions Projections?How Accurate are Carbon Emissions Projections?
How Accurate are Carbon Emissions Projections?IES VE
 
Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...
Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...
Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...DianaGray10
 
VoIP Service and Marketing using Odoo and Asterisk PBX
VoIP Service and Marketing using Odoo and Asterisk PBXVoIP Service and Marketing using Odoo and Asterisk PBX
VoIP Service and Marketing using Odoo and Asterisk PBXTarek Kalaji
 
IaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdf
IaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdfIaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdf
IaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdfDaniel Santiago Silva Capera
 
COMPUTER 10: Lesson 7 - File Storage and Online Collaboration
COMPUTER 10: Lesson 7 - File Storage and Online CollaborationCOMPUTER 10: Lesson 7 - File Storage and Online Collaboration
COMPUTER 10: Lesson 7 - File Storage and Online Collaborationbruanjhuli
 
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019IES VE
 
Building Your Own AI Instance (TBLC AI )
Building Your Own AI Instance (TBLC AI )Building Your Own AI Instance (TBLC AI )
Building Your Own AI Instance (TBLC AI )Brian Pichman
 
Comparing Sidecar-less Service Mesh from Cilium and Istio
Comparing Sidecar-less Service Mesh from Cilium and IstioComparing Sidecar-less Service Mesh from Cilium and Istio
Comparing Sidecar-less Service Mesh from Cilium and IstioChristian Posta
 
Cybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxCybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxGDSC PJATK
 
UiPath Studio Web workshop series - Day 6
UiPath Studio Web workshop series - Day 6UiPath Studio Web workshop series - Day 6
UiPath Studio Web workshop series - Day 6DianaGray10
 
Machine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfMachine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfAijun Zhang
 
Bird eye's view on Camunda open source ecosystem
Bird eye's view on Camunda open source ecosystemBird eye's view on Camunda open source ecosystem
Bird eye's view on Camunda open source ecosystemAsko Soukka
 
UiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation DevelopersUiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation DevelopersUiPathCommunity
 
Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...
Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...
Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...Will Schroeder
 
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...Aggregage
 
UiPath Studio Web workshop series - Day 7
UiPath Studio Web workshop series - Day 7UiPath Studio Web workshop series - Day 7
UiPath Studio Web workshop series - Day 7DianaGray10
 
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...UbiTrack UK
 
AI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity WebinarAI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity WebinarPrecisely
 

Recently uploaded (20)

9 Steps For Building Winning Founding Team
9 Steps For Building Winning Founding Team9 Steps For Building Winning Founding Team
9 Steps For Building Winning Founding Team
 
KubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCost
KubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCostKubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCost
KubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCost
 
How Accurate are Carbon Emissions Projections?
How Accurate are Carbon Emissions Projections?How Accurate are Carbon Emissions Projections?
How Accurate are Carbon Emissions Projections?
 
Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...
Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...
Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...
 
VoIP Service and Marketing using Odoo and Asterisk PBX
VoIP Service and Marketing using Odoo and Asterisk PBXVoIP Service and Marketing using Odoo and Asterisk PBX
VoIP Service and Marketing using Odoo and Asterisk PBX
 
IaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdf
IaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdfIaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdf
IaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdf
 
COMPUTER 10: Lesson 7 - File Storage and Online Collaboration
COMPUTER 10: Lesson 7 - File Storage and Online CollaborationCOMPUTER 10: Lesson 7 - File Storage and Online Collaboration
COMPUTER 10: Lesson 7 - File Storage and Online Collaboration
 
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019
 
Building Your Own AI Instance (TBLC AI )
Building Your Own AI Instance (TBLC AI )Building Your Own AI Instance (TBLC AI )
Building Your Own AI Instance (TBLC AI )
 
Comparing Sidecar-less Service Mesh from Cilium and Istio
Comparing Sidecar-less Service Mesh from Cilium and IstioComparing Sidecar-less Service Mesh from Cilium and Istio
Comparing Sidecar-less Service Mesh from Cilium and Istio
 
Cybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxCybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptx
 
UiPath Studio Web workshop series - Day 6
UiPath Studio Web workshop series - Day 6UiPath Studio Web workshop series - Day 6
UiPath Studio Web workshop series - Day 6
 
Machine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfMachine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdf
 
Bird eye's view on Camunda open source ecosystem
Bird eye's view on Camunda open source ecosystemBird eye's view on Camunda open source ecosystem
Bird eye's view on Camunda open source ecosystem
 
UiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation DevelopersUiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation Developers
 
Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...
Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...
Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...
 
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
 
UiPath Studio Web workshop series - Day 7
UiPath Studio Web workshop series - Day 7UiPath Studio Web workshop series - Day 7
UiPath Studio Web workshop series - Day 7
 
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
 
AI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity WebinarAI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity Webinar
 

Transit 2.0 - World Intelligent Transportation Systems Congress