SlideShare a Scribd company logo
Innovate. Share. Connect.
Chicago June 12-13
Knowledge, Graphs & 3D CAD SystemsKnowledge, Graphs & 3D CAD Systems
David Bigelow - Simplified Logic, Inc.David Bigelow - Simplified Logic, Inc.
Graphs
Image Source: neosigma.herokuapp.com
Example: neo4j & sigma.js
Relationships are Cool...
(But, are hard to get your head around)
Image Source: Max DeMarzi
Visualization HAS gotten better...
(for simple cases)
But still has a LOOOOOONG way to go...
(Huh?! Is this useful to the average person who is not a social or criminal scientist!?)
Image Source: gephi.org
Most Visualization looks exclusively in the PAST!
(The future starts by staring into the rear-view mirror?!)
Closeness of Data Points?
Clustering?
Connection Counts?
Overall Ranking?
Correlation?
Causation?
Trending?
Where used? Degree of Centrality?
Historical Data drives
future decisions,
policies,
and agendas!
BUT, it is typically
not actionable
in a timely manner.
(The “Big Data” Problem!?)
History is important!
(ok... duh!)
character credit: SouthPark.com - “underwear gnomes”
There has been an extreme focus on
collecting and controlling data...
(ummm.... “Phase 2” is like really important!)
You want to do amazing things?!
Figure out that “Phase 2” part out! (quickly)
graphic credit: SouthPark.com - “underwear gnomes”
3D CAD Systems
CAD Systems and Types
(user-centric approach to execution)
Wireframe Surfaces Solids
Parametric
Modelers
10mm
17mm
Variational
Modelers
Direct
Modelers
(pull)
Parametric Systems
(hierarchical relationships)
Product
Data ManagerDrawings
A
X
C
D
Parts
A
Q
R
S
T
U
V
W
Assemblies
A
B
C
A
Z
D
E
F A
C
B
D
E
F
X
Files
Pointers & Relationships
Feature Relationships
A
Q
R
S
T
U
V
W
BuildOrder Parent
Child
Part Features & Operations
A
Q
R
S
T
U
V
W
BuildOrder
Part Features & Operations
Structural
and / or
Geometric
Dependent
Relationships
Relationships
NOTE: This is Painful for Users!
Multiple Paths / Frustrations
to the SAME Geometric Results!
Part Design Automation
(graphs can help navigate data, but not great for automating)
Feature Instructions are
typically defined to a small
reference.
The Resulting Geometry
often is more complicated
than the instructions used to
create it.
S4
S5
S2S1
S3
S6
Sub-Geometry Relationships
(Solid / Volume = Closed Loop Relationships)
(Surfaces & Edges)
e3 e1
e2
e4
e5
e5
e6
e6
e7
e8
e9
e9
e10
e10
e11
e12
e7
e8
e12
=
3D Cube
Graph-Based Extraction
(Define Boundary Conditions and Seed Reference)
Boundary
Boundary
Seed
Extracted
Geometry
A
B
C
A
Z
D
E
F
Assemblies
Parts
Feature
User-Specific Approach
Item Choices...
Mated To,
Aligned To,
Selected References,
etc...
Assembly Relationships
(business logic IN the CAD system!)
NOTE: This is Painful for Users!
ALSO - Painful for Corporation
(data management!)
A
B
C
A
Z
D
E
F
Component “C”
w/ Assembly References
to Assembly “E”
and Sub-Component “B”
Sub-Assembly “F”
Assembled to
Component “C”
Assembly Relationships
NOTE: ALL relationships must be
understood by the product data
management system!
THIS is a BIG PROBLEM!
EXPENSIVE, COMPLEX &
PROPRIETARY
Data Management Systems
Multiple Use-Cases for the
SAME DATA
(Manufacturing, Vendors, Customer, Publishing, ERP, etc.)
Sharing & Using
Information
with others is PAINFUL!
Embedded CAD Relationships
A
C
A
Z
D
E
F
B
Breaking those
Internal Relationships
NOT
this easy...
A
C
AZ
D
E
F
B
Result:
YEARS of bad
decisions persist!
Autonomy is CRUCIAL!
A
Q
R
S
T
U
V
W
BuildOrder
Un-Avoidable
(user / user pain)
Part Design
A
B
C
A
Z
D
E
F
Typical
(user / user / corp pain)
Assembly Design
A
B
C
A
Z
D
E
F
Well-Planned
(flexible / enforceable)
Assembly Design
Design Alternatives?!
Product Design
A1 A2 A3 A4
B1 B2
C1 C2 C3 C4 C5
E1 E2 E3
F1 F2 F3 F4 F5 F6
A1 A2 A3 A4
Z1 Z2
Design Alternatives
A
B
C
A
Z
D
E
F
“Choices” are a Problem...
(Should you just let anyone put anything together?!)
Image Source: The Matrix Reloaded
Just because
you can...
Doesn’t mean
you SHOULD!
Graphs &
Business Logic
Imagine you
produce this...
0˚ 30˚
45˚
60˚
-30˚0˚
30˚
45˚
60˚
0˚
30˚
60˚ 90˚ 115˚
0˚
30˚
60˚90˚115˚
Product Data Managers
“manage” the Data...
But this is NOT how it should be
used.
A Decision
Framework!
What is
missing?
This is a “Decision Framework”
3-Ring Binders!Excel Worksheets!
+
BUT... NOT VERY USEFUL!
Human “mobility” is a BIG problem...
Typically, the “data” stays...
(PDM, PLM, Excel Worksheets, Paper Notebooks, etc.)
I am out’a here!Promo!
The “new people” in a job are a huge variable...
Newbie!
(aggressiveness, competence, courage, communication skills, real-world experience vs. book smarts,
etc...)
Internal Memos
Warranty Info
Test Data
source: ibm.com
source: spacesaver.com
Design Standards
Customer Feedback
Competitive Analysis
Product Design & Configuration Knowledge
Comes from MANY Sources
Different Sources, Different
Databases, Different Users,
Different Applications, Different
Use Cases, Different Customers,
Different Needs, Different Life
Cycles, Different Security,
Different Sources, Different
Databases, Different Users,
Different Applications, Different
Use Cases, Different Customers,
Different Needs, Different Life
Cycles, Different Security,
This is where most I.T. Departments
seriously struggle!
Let Purpose-Built Solutions Work!
You can build an amazing Decision Framework from this...
But, information arrives and changes at different times...
Your NEW
“Decision Structure”
Your NEW
“Decision Structure”
Services
Services
Services Services
Services
The Graph does NOT need “everything”...
Connect them via “services” to...
“Translate”, “Relate” and “Guide” the Business Process!
Different Roles
- Engineering
- Manufacturing
- Purchasing
- Customer
- Partners
-Vendor
- etc.
Different
Targets
- Region
- Market
- Cost
- Market
- Application
- etc.
Interfaces! Role-Specific
Decision
Structures
- Engineering
- Manufacturing
- Purchasing
- Customer
- Partners
- Vendor
- etc.
0˚ 30˚
45˚
60˚
-30˚0˚
30˚
45˚
60˚
0˚
30˚
60˚ 90˚ 115˚
0˚
30˚
60˚90˚115˚
Engineering Customers
Partners
Vendors
App Support
Manufacturing
DEMO
Industry
Opportunities...
A lot of companies are sold a “vision”
“Heeeey....
Just put everything in
a single bucket!”
The Core Problem...
Customers Expect... Vendors Supply...
A small piece of advice... ALWAYS ASK:
“Who” is the cutter and “who” is the dough?!
CRAP!CRAP!
Welcome to the NEW Variable...
THANKYOU!
simplifiedlogic.com : Engineering & Consulting
nitrolm.com : Cloud Licensing
businessmodeling.com : A New Project :)
David Bigelow, President
Simplified Logic, Inc.
MileTrackGPS.com : Investor

More Related Content

What's hot

The Art of the Possible with Graph - Sudhir Hasbe - GraphSummit London 14 Nov...
The Art of the Possible with Graph - Sudhir Hasbe - GraphSummit London 14 Nov...The Art of the Possible with Graph - Sudhir Hasbe - GraphSummit London 14 Nov...
The Art of the Possible with Graph - Sudhir Hasbe - GraphSummit London 14 Nov...
Neo4j
 
Modern Data Challenges require Modern Graph Technology
Modern Data Challenges require Modern Graph TechnologyModern Data Challenges require Modern Graph Technology
Modern Data Challenges require Modern Graph Technology
Neo4j
 
Scoutbee - Knowledge graphs at Scoutbee with Neo4j
Scoutbee - Knowledge graphs at Scoutbee with Neo4jScoutbee - Knowledge graphs at Scoutbee with Neo4j
Scoutbee - Knowledge graphs at Scoutbee with Neo4j
Neo4j
 
Larus: Il forte impatto della Graph Technology: l'esperienza di LARUS e numer...
Larus: Il forte impatto della Graph Technology: l'esperienza di LARUS e numer...Larus: Il forte impatto della Graph Technology: l'esperienza di LARUS e numer...
Larus: Il forte impatto della Graph Technology: l'esperienza di LARUS e numer...
Neo4j
 
Graphs in Automotive and Manufacturing - Unlock New Value from Your Data
Graphs in Automotive and Manufacturing - Unlock New Value from Your DataGraphs in Automotive and Manufacturing - Unlock New Value from Your Data
Graphs in Automotive and Manufacturing - Unlock New Value from Your Data
Neo4j
 
The art of the possible with graph technology_Neo4j GraphSummit Dublin 2023.pptx
The art of the possible with graph technology_Neo4j GraphSummit Dublin 2023.pptxThe art of the possible with graph technology_Neo4j GraphSummit Dublin 2023.pptx
The art of the possible with graph technology_Neo4j GraphSummit Dublin 2023.pptx
Neo4j
 
Data Modeling with Neo4j
Data Modeling with Neo4jData Modeling with Neo4j
Data Modeling with Neo4j
Neo4j
 
Knowledge Graphs and Graph Data Science: More Context, Better Predictions (Ne...
Knowledge Graphs and Graph Data Science: More Context, Better Predictions (Ne...Knowledge Graphs and Graph Data Science: More Context, Better Predictions (Ne...
Knowledge Graphs and Graph Data Science: More Context, Better Predictions (Ne...
Neo4j
 
Time to Talk about Data Mesh
Time to Talk about Data MeshTime to Talk about Data Mesh
Time to Talk about Data Mesh
LibbySchulze
 
Workshop Tel Aviv - Graph Data Science
Workshop Tel Aviv - Graph Data ScienceWorkshop Tel Aviv - Graph Data Science
Workshop Tel Aviv - Graph Data Science
Neo4j
 
Adobe Behance Scales to Millions of Users at Lower TCO with Neo4j
Adobe Behance Scales to Millions of Users at Lower TCO with Neo4jAdobe Behance Scales to Millions of Users at Lower TCO with Neo4j
Adobe Behance Scales to Millions of Users at Lower TCO with Neo4j
Neo4j
 
Neo4j GraphSummit London - The Path To Success With Graph Database and Data S...
Neo4j GraphSummit London - The Path To Success With Graph Database and Data S...Neo4j GraphSummit London - The Path To Success With Graph Database and Data S...
Neo4j GraphSummit London - The Path To Success With Graph Database and Data S...
Neo4j
 
Modeling Cybersecurity with Neo4j, Based on Real-Life Data Insights
Modeling Cybersecurity with Neo4j, Based on Real-Life Data InsightsModeling Cybersecurity with Neo4j, Based on Real-Life Data Insights
Modeling Cybersecurity with Neo4j, Based on Real-Life Data Insights
Neo4j
 
Neo4j for Healthcare & Life Sciences
Neo4j for Healthcare & Life SciencesNeo4j for Healthcare & Life Sciences
Neo4j for Healthcare & Life Sciences
Neo4j
 
Your Roadmap for An Enterprise Graph Strategy
Your Roadmap for An Enterprise Graph StrategyYour Roadmap for An Enterprise Graph Strategy
Your Roadmap for An Enterprise Graph Strategy
Neo4j
 
Knowledge Graphs - The Power of Graph-Based Search
Knowledge Graphs - The Power of Graph-Based SearchKnowledge Graphs - The Power of Graph-Based Search
Knowledge Graphs - The Power of Graph-Based Search
Neo4j
 
Technip Energies Italy: Planning is a graph matter
Technip Energies Italy: Planning is a graph matterTechnip Energies Italy: Planning is a graph matter
Technip Energies Italy: Planning is a graph matter
Neo4j
 
Knowledge Graphs are Worthless, Knowledge Graph Use Cases are Priceless
Knowledge Graphs are Worthless, Knowledge Graph Use Cases are PricelessKnowledge Graphs are Worthless, Knowledge Graph Use Cases are Priceless
Knowledge Graphs are Worthless, Knowledge Graph Use Cases are Priceless
Enterprise Knowledge
 
Lessons learned processing 70 billion data points a day using the hybrid cloud
Lessons learned processing 70 billion data points a day using the hybrid cloudLessons learned processing 70 billion data points a day using the hybrid cloud
Lessons learned processing 70 billion data points a day using the hybrid cloud
DataWorks Summit
 
GraphTour 2020 - Danish Business Authority: First line of Defence
GraphTour 2020 - Danish Business Authority: First line of DefenceGraphTour 2020 - Danish Business Authority: First line of Defence
GraphTour 2020 - Danish Business Authority: First line of Defence
Neo4j
 

What's hot (20)

The Art of the Possible with Graph - Sudhir Hasbe - GraphSummit London 14 Nov...
The Art of the Possible with Graph - Sudhir Hasbe - GraphSummit London 14 Nov...The Art of the Possible with Graph - Sudhir Hasbe - GraphSummit London 14 Nov...
The Art of the Possible with Graph - Sudhir Hasbe - GraphSummit London 14 Nov...
 
Modern Data Challenges require Modern Graph Technology
Modern Data Challenges require Modern Graph TechnologyModern Data Challenges require Modern Graph Technology
Modern Data Challenges require Modern Graph Technology
 
Scoutbee - Knowledge graphs at Scoutbee with Neo4j
Scoutbee - Knowledge graphs at Scoutbee with Neo4jScoutbee - Knowledge graphs at Scoutbee with Neo4j
Scoutbee - Knowledge graphs at Scoutbee with Neo4j
 
Larus: Il forte impatto della Graph Technology: l'esperienza di LARUS e numer...
Larus: Il forte impatto della Graph Technology: l'esperienza di LARUS e numer...Larus: Il forte impatto della Graph Technology: l'esperienza di LARUS e numer...
Larus: Il forte impatto della Graph Technology: l'esperienza di LARUS e numer...
 
Graphs in Automotive and Manufacturing - Unlock New Value from Your Data
Graphs in Automotive and Manufacturing - Unlock New Value from Your DataGraphs in Automotive and Manufacturing - Unlock New Value from Your Data
Graphs in Automotive and Manufacturing - Unlock New Value from Your Data
 
The art of the possible with graph technology_Neo4j GraphSummit Dublin 2023.pptx
The art of the possible with graph technology_Neo4j GraphSummit Dublin 2023.pptxThe art of the possible with graph technology_Neo4j GraphSummit Dublin 2023.pptx
The art of the possible with graph technology_Neo4j GraphSummit Dublin 2023.pptx
 
Data Modeling with Neo4j
Data Modeling with Neo4jData Modeling with Neo4j
Data Modeling with Neo4j
 
Knowledge Graphs and Graph Data Science: More Context, Better Predictions (Ne...
Knowledge Graphs and Graph Data Science: More Context, Better Predictions (Ne...Knowledge Graphs and Graph Data Science: More Context, Better Predictions (Ne...
Knowledge Graphs and Graph Data Science: More Context, Better Predictions (Ne...
 
Time to Talk about Data Mesh
Time to Talk about Data MeshTime to Talk about Data Mesh
Time to Talk about Data Mesh
 
Workshop Tel Aviv - Graph Data Science
Workshop Tel Aviv - Graph Data ScienceWorkshop Tel Aviv - Graph Data Science
Workshop Tel Aviv - Graph Data Science
 
Adobe Behance Scales to Millions of Users at Lower TCO with Neo4j
Adobe Behance Scales to Millions of Users at Lower TCO with Neo4jAdobe Behance Scales to Millions of Users at Lower TCO with Neo4j
Adobe Behance Scales to Millions of Users at Lower TCO with Neo4j
 
Neo4j GraphSummit London - The Path To Success With Graph Database and Data S...
Neo4j GraphSummit London - The Path To Success With Graph Database and Data S...Neo4j GraphSummit London - The Path To Success With Graph Database and Data S...
Neo4j GraphSummit London - The Path To Success With Graph Database and Data S...
 
Modeling Cybersecurity with Neo4j, Based on Real-Life Data Insights
Modeling Cybersecurity with Neo4j, Based on Real-Life Data InsightsModeling Cybersecurity with Neo4j, Based on Real-Life Data Insights
Modeling Cybersecurity with Neo4j, Based on Real-Life Data Insights
 
Neo4j for Healthcare & Life Sciences
Neo4j for Healthcare & Life SciencesNeo4j for Healthcare & Life Sciences
Neo4j for Healthcare & Life Sciences
 
Your Roadmap for An Enterprise Graph Strategy
Your Roadmap for An Enterprise Graph StrategyYour Roadmap for An Enterprise Graph Strategy
Your Roadmap for An Enterprise Graph Strategy
 
Knowledge Graphs - The Power of Graph-Based Search
Knowledge Graphs - The Power of Graph-Based SearchKnowledge Graphs - The Power of Graph-Based Search
Knowledge Graphs - The Power of Graph-Based Search
 
Technip Energies Italy: Planning is a graph matter
Technip Energies Italy: Planning is a graph matterTechnip Energies Italy: Planning is a graph matter
Technip Energies Italy: Planning is a graph matter
 
Knowledge Graphs are Worthless, Knowledge Graph Use Cases are Priceless
Knowledge Graphs are Worthless, Knowledge Graph Use Cases are PricelessKnowledge Graphs are Worthless, Knowledge Graph Use Cases are Priceless
Knowledge Graphs are Worthless, Knowledge Graph Use Cases are Priceless
 
Lessons learned processing 70 billion data points a day using the hybrid cloud
Lessons learned processing 70 billion data points a day using the hybrid cloudLessons learned processing 70 billion data points a day using the hybrid cloud
Lessons learned processing 70 billion data points a day using the hybrid cloud
 
GraphTour 2020 - Danish Business Authority: First line of Defence
GraphTour 2020 - Danish Business Authority: First line of DefenceGraphTour 2020 - Danish Business Authority: First line of Defence
GraphTour 2020 - Danish Business Authority: First line of Defence
 

Similar to Knowledge, Graphs & 3D CAD Systems - David Bigelow @ GraphConnect Chicago 2013

Graph Database Use Cases - StampedeCon 2015
Graph Database Use Cases - StampedeCon 2015Graph Database Use Cases - StampedeCon 2015
Graph Database Use Cases - StampedeCon 2015
StampedeCon
 
Graph database Use Cases
Graph database Use CasesGraph database Use Cases
Graph database Use Cases
Max De Marzi
 
OOUX + API design: Love at first "site"
OOUX + API design: Love at first "site"OOUX + API design: Love at first "site"
OOUX + API design: Love at first "site"
Caroline Sober-James
 
Voxxed Athens 2018 - UX design and back-ends: When the back-end meets the user
Voxxed Athens 2018 - UX design and back-ends: When the back-end meets the userVoxxed Athens 2018 - UX design and back-ends: When the back-end meets the user
Voxxed Athens 2018 - UX design and back-ends: When the back-end meets the user
Voxxed Athens
 
Python's Role in the Future of Data Analysis
Python's Role in the Future of Data AnalysisPython's Role in the Future of Data Analysis
Python's Role in the Future of Data Analysis
Peter Wang
 
Data Workflows for Machine Learning - SF Bay Area ML
Data Workflows for Machine Learning - SF Bay Area MLData Workflows for Machine Learning - SF Bay Area ML
Data Workflows for Machine Learning - SF Bay Area ML
Paco Nathan
 
3 d searching document
3 d searching document3 d searching document
3 d searching document
priyanka reddy
 
Data Workflows for Machine Learning - Seattle DAML
Data Workflows for Machine Learning - Seattle DAMLData Workflows for Machine Learning - Seattle DAML
Data Workflows for Machine Learning - Seattle DAML
Paco Nathan
 
Industry of Things World - Berlin 19-09-16
Industry of Things World - Berlin 19-09-16Industry of Things World - Berlin 19-09-16
Industry of Things World - Berlin 19-09-16
Boris Adryan
 
A Blended Approach to Analytics at Data Tactics Corporation
A Blended Approach to Analytics at Data Tactics CorporationA Blended Approach to Analytics at Data Tactics Corporation
A Blended Approach to Analytics at Data Tactics Corporation
Rich Heimann
 
Big Data Conference
Big Data ConferenceBig Data Conference
Big Data Conference
DataTactics
 
OSCON 2014: Data Workflows for Machine Learning
OSCON 2014: Data Workflows for Machine LearningOSCON 2014: Data Workflows for Machine Learning
OSCON 2014: Data Workflows for Machine Learning
Paco Nathan
 
Intro to Graph Theory
Intro to Graph TheoryIntro to Graph Theory
Intro to Graph Theory
Ray Lukas
 
Walis 2009
Walis 2009Walis 2009
Walis 2009
Milos Pelikan
 
No more Three Tier - A path to a better code for Cloud and Azure
No more Three Tier - A path to a better code for Cloud and AzureNo more Three Tier - A path to a better code for Cloud and Azure
No more Three Tier - A path to a better code for Cloud and Azure
Marco Parenzan
 
Smart Data Webinar: Choosing the Right Data Management Architecture for Cogni...
Smart Data Webinar: Choosing the Right Data Management Architecture for Cogni...Smart Data Webinar: Choosing the Right Data Management Architecture for Cogni...
Smart Data Webinar: Choosing the Right Data Management Architecture for Cogni...
DATAVERSITY
 
MICROSOFT WORD RESEARCH ASSIGNMENT BaqibillahSOFTWARE D
MICROSOFT WORD RESEARCH ASSIGNMENT    BaqibillahSOFTWARE DMICROSOFT WORD RESEARCH ASSIGNMENT    BaqibillahSOFTWARE D
MICROSOFT WORD RESEARCH ASSIGNMENT BaqibillahSOFTWARE D
DioneWang844
 
Illogical engineers
Illogical engineersIllogical engineers
Illogical engineers
Pawel Szulc
 
Illogical engineers
Illogical engineersIllogical engineers
Illogical engineers
Pawel Szulc
 
Agile & Data Modeling – How Can They Work Together?
Agile & Data Modeling – How Can They Work Together?Agile & Data Modeling – How Can They Work Together?
Agile & Data Modeling – How Can They Work Together?
DATAVERSITY
 

Similar to Knowledge, Graphs & 3D CAD Systems - David Bigelow @ GraphConnect Chicago 2013 (20)

Graph Database Use Cases - StampedeCon 2015
Graph Database Use Cases - StampedeCon 2015Graph Database Use Cases - StampedeCon 2015
Graph Database Use Cases - StampedeCon 2015
 
Graph database Use Cases
Graph database Use CasesGraph database Use Cases
Graph database Use Cases
 
OOUX + API design: Love at first "site"
OOUX + API design: Love at first "site"OOUX + API design: Love at first "site"
OOUX + API design: Love at first "site"
 
Voxxed Athens 2018 - UX design and back-ends: When the back-end meets the user
Voxxed Athens 2018 - UX design and back-ends: When the back-end meets the userVoxxed Athens 2018 - UX design and back-ends: When the back-end meets the user
Voxxed Athens 2018 - UX design and back-ends: When the back-end meets the user
 
Python's Role in the Future of Data Analysis
Python's Role in the Future of Data AnalysisPython's Role in the Future of Data Analysis
Python's Role in the Future of Data Analysis
 
Data Workflows for Machine Learning - SF Bay Area ML
Data Workflows for Machine Learning - SF Bay Area MLData Workflows for Machine Learning - SF Bay Area ML
Data Workflows for Machine Learning - SF Bay Area ML
 
3 d searching document
3 d searching document3 d searching document
3 d searching document
 
Data Workflows for Machine Learning - Seattle DAML
Data Workflows for Machine Learning - Seattle DAMLData Workflows for Machine Learning - Seattle DAML
Data Workflows for Machine Learning - Seattle DAML
 
Industry of Things World - Berlin 19-09-16
Industry of Things World - Berlin 19-09-16Industry of Things World - Berlin 19-09-16
Industry of Things World - Berlin 19-09-16
 
A Blended Approach to Analytics at Data Tactics Corporation
A Blended Approach to Analytics at Data Tactics CorporationA Blended Approach to Analytics at Data Tactics Corporation
A Blended Approach to Analytics at Data Tactics Corporation
 
Big Data Conference
Big Data ConferenceBig Data Conference
Big Data Conference
 
OSCON 2014: Data Workflows for Machine Learning
OSCON 2014: Data Workflows for Machine LearningOSCON 2014: Data Workflows for Machine Learning
OSCON 2014: Data Workflows for Machine Learning
 
Intro to Graph Theory
Intro to Graph TheoryIntro to Graph Theory
Intro to Graph Theory
 
Walis 2009
Walis 2009Walis 2009
Walis 2009
 
No more Three Tier - A path to a better code for Cloud and Azure
No more Three Tier - A path to a better code for Cloud and AzureNo more Three Tier - A path to a better code for Cloud and Azure
No more Three Tier - A path to a better code for Cloud and Azure
 
Smart Data Webinar: Choosing the Right Data Management Architecture for Cogni...
Smart Data Webinar: Choosing the Right Data Management Architecture for Cogni...Smart Data Webinar: Choosing the Right Data Management Architecture for Cogni...
Smart Data Webinar: Choosing the Right Data Management Architecture for Cogni...
 
MICROSOFT WORD RESEARCH ASSIGNMENT BaqibillahSOFTWARE D
MICROSOFT WORD RESEARCH ASSIGNMENT    BaqibillahSOFTWARE DMICROSOFT WORD RESEARCH ASSIGNMENT    BaqibillahSOFTWARE D
MICROSOFT WORD RESEARCH ASSIGNMENT BaqibillahSOFTWARE D
 
Illogical engineers
Illogical engineersIllogical engineers
Illogical engineers
 
Illogical engineers
Illogical engineersIllogical engineers
Illogical engineers
 
Agile & Data Modeling – How Can They Work Together?
Agile & Data Modeling – How Can They Work Together?Agile & Data Modeling – How Can They Work Together?
Agile & Data Modeling – How Can They Work Together?
 

More from Neo4j

Atelier - Architecture d’applications de Graphes - GraphSummit Paris
Atelier - Architecture d’applications de Graphes - GraphSummit ParisAtelier - Architecture d’applications de Graphes - GraphSummit Paris
Atelier - Architecture d’applications de Graphes - GraphSummit Paris
Neo4j
 
Atelier - Innover avec l’IA Générative et les graphes de connaissances
Atelier - Innover avec l’IA Générative et les graphes de connaissancesAtelier - Innover avec l’IA Générative et les graphes de connaissances
Atelier - Innover avec l’IA Générative et les graphes de connaissances
Neo4j
 
Neo4j - Product Vision and Knowledge Graphs - GraphSummit Paris
Neo4j - Product Vision and Knowledge Graphs - GraphSummit ParisNeo4j - Product Vision and Knowledge Graphs - GraphSummit Paris
Neo4j - Product Vision and Knowledge Graphs - GraphSummit Paris
Neo4j
 
Neo4j - Product Vision and Knowledge Graphs - GraphSummit Paris
Neo4j - Product Vision and Knowledge Graphs - GraphSummit ParisNeo4j - Product Vision and Knowledge Graphs - GraphSummit Paris
Neo4j - Product Vision and Knowledge Graphs - GraphSummit Paris
Neo4j
 
FLOA - Détection de Fraude - GraphSummit Paris
FLOA -  Détection de Fraude - GraphSummit ParisFLOA -  Détection de Fraude - GraphSummit Paris
FLOA - Détection de Fraude - GraphSummit Paris
Neo4j
 
SOPRA STERIA - GraphRAG : repousser les limitations du RAG via l’utilisation ...
SOPRA STERIA - GraphRAG : repousser les limitations du RAG via l’utilisation ...SOPRA STERIA - GraphRAG : repousser les limitations du RAG via l’utilisation ...
SOPRA STERIA - GraphRAG : repousser les limitations du RAG via l’utilisation ...
Neo4j
 
ADEO - Knowledge Graph pour le e-commerce, entre challenges et opportunités ...
ADEO -  Knowledge Graph pour le e-commerce, entre challenges et opportunités ...ADEO -  Knowledge Graph pour le e-commerce, entre challenges et opportunités ...
ADEO - Knowledge Graph pour le e-commerce, entre challenges et opportunités ...
Neo4j
 
GraphSummit Paris - The art of the possible with Graph Technology
GraphSummit Paris - The art of the possible with Graph TechnologyGraphSummit Paris - The art of the possible with Graph Technology
GraphSummit Paris - The art of the possible with Graph Technology
Neo4j
 
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
Neo4j
 
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
Neo4j
 
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
Neo4j
 
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the  Possible with Graph - Q2 2024GraphSummit Singapore | The Art of the  Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
Neo4j
 
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
Neo4j
 
GraphAware - Transforming policing with graph-based intelligence analysis
GraphAware - Transforming policing with graph-based intelligence analysisGraphAware - Transforming policing with graph-based intelligence analysis
GraphAware - Transforming policing with graph-based intelligence analysis
Neo4j
 
GraphSummit Stockholm - Neo4j - Knowledge Graphs and Product Updates
GraphSummit Stockholm - Neo4j - Knowledge Graphs and Product UpdatesGraphSummit Stockholm - Neo4j - Knowledge Graphs and Product Updates
GraphSummit Stockholm - Neo4j - Knowledge Graphs and Product Updates
Neo4j
 
KLARNA - Language Models and Knowledge Graphs: A Systems Approach
KLARNA -  Language Models and Knowledge Graphs: A Systems ApproachKLARNA -  Language Models and Knowledge Graphs: A Systems Approach
KLARNA - Language Models and Knowledge Graphs: A Systems Approach
Neo4j
 
INGKA DIGITAL: Linked Metadata by Design
INGKA DIGITAL: Linked Metadata by DesignINGKA DIGITAL: Linked Metadata by Design
INGKA DIGITAL: Linked Metadata by Design
Neo4j
 
Your enemies use GenAI too - staying ahead of fraud with Neo4j
Your enemies use GenAI too - staying ahead of fraud with Neo4jYour enemies use GenAI too - staying ahead of fraud with Neo4j
Your enemies use GenAI too - staying ahead of fraud with Neo4j
Neo4j
 
BT & Neo4j _ How Knowledge Graphs help BT deliver Digital Transformation.pptx
BT & Neo4j _ How Knowledge Graphs help BT deliver Digital Transformation.pptxBT & Neo4j _ How Knowledge Graphs help BT deliver Digital Transformation.pptx
BT & Neo4j _ How Knowledge Graphs help BT deliver Digital Transformation.pptx
Neo4j
 
Workshop: Enabling GenAI Breakthroughs with Knowledge Graphs - GraphSummit Milan
Workshop: Enabling GenAI Breakthroughs with Knowledge Graphs - GraphSummit MilanWorkshop: Enabling GenAI Breakthroughs with Knowledge Graphs - GraphSummit Milan
Workshop: Enabling GenAI Breakthroughs with Knowledge Graphs - GraphSummit Milan
Neo4j
 

More from Neo4j (20)

Atelier - Architecture d’applications de Graphes - GraphSummit Paris
Atelier - Architecture d’applications de Graphes - GraphSummit ParisAtelier - Architecture d’applications de Graphes - GraphSummit Paris
Atelier - Architecture d’applications de Graphes - GraphSummit Paris
 
Atelier - Innover avec l’IA Générative et les graphes de connaissances
Atelier - Innover avec l’IA Générative et les graphes de connaissancesAtelier - Innover avec l’IA Générative et les graphes de connaissances
Atelier - Innover avec l’IA Générative et les graphes de connaissances
 
Neo4j - Product Vision and Knowledge Graphs - GraphSummit Paris
Neo4j - Product Vision and Knowledge Graphs - GraphSummit ParisNeo4j - Product Vision and Knowledge Graphs - GraphSummit Paris
Neo4j - Product Vision and Knowledge Graphs - GraphSummit Paris
 
Neo4j - Product Vision and Knowledge Graphs - GraphSummit Paris
Neo4j - Product Vision and Knowledge Graphs - GraphSummit ParisNeo4j - Product Vision and Knowledge Graphs - GraphSummit Paris
Neo4j - Product Vision and Knowledge Graphs - GraphSummit Paris
 
FLOA - Détection de Fraude - GraphSummit Paris
FLOA -  Détection de Fraude - GraphSummit ParisFLOA -  Détection de Fraude - GraphSummit Paris
FLOA - Détection de Fraude - GraphSummit Paris
 
SOPRA STERIA - GraphRAG : repousser les limitations du RAG via l’utilisation ...
SOPRA STERIA - GraphRAG : repousser les limitations du RAG via l’utilisation ...SOPRA STERIA - GraphRAG : repousser les limitations du RAG via l’utilisation ...
SOPRA STERIA - GraphRAG : repousser les limitations du RAG via l’utilisation ...
 
ADEO - Knowledge Graph pour le e-commerce, entre challenges et opportunités ...
ADEO -  Knowledge Graph pour le e-commerce, entre challenges et opportunités ...ADEO -  Knowledge Graph pour le e-commerce, entre challenges et opportunités ...
ADEO - Knowledge Graph pour le e-commerce, entre challenges et opportunités ...
 
GraphSummit Paris - The art of the possible with Graph Technology
GraphSummit Paris - The art of the possible with Graph TechnologyGraphSummit Paris - The art of the possible with Graph Technology
GraphSummit Paris - The art of the possible with Graph Technology
 
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
GraphSummit Singapore | Enhancing Changi Airport Group's Passenger Experience...
 
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...
 
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
 
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the  Possible with Graph - Q2 2024GraphSummit Singapore | The Art of the  Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
 
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
GraphSummit Singapore | Graphing Success: Revolutionising Organisational Stru...
 
GraphAware - Transforming policing with graph-based intelligence analysis
GraphAware - Transforming policing with graph-based intelligence analysisGraphAware - Transforming policing with graph-based intelligence analysis
GraphAware - Transforming policing with graph-based intelligence analysis
 
GraphSummit Stockholm - Neo4j - Knowledge Graphs and Product Updates
GraphSummit Stockholm - Neo4j - Knowledge Graphs and Product UpdatesGraphSummit Stockholm - Neo4j - Knowledge Graphs and Product Updates
GraphSummit Stockholm - Neo4j - Knowledge Graphs and Product Updates
 
KLARNA - Language Models and Knowledge Graphs: A Systems Approach
KLARNA -  Language Models and Knowledge Graphs: A Systems ApproachKLARNA -  Language Models and Knowledge Graphs: A Systems Approach
KLARNA - Language Models and Knowledge Graphs: A Systems Approach
 
INGKA DIGITAL: Linked Metadata by Design
INGKA DIGITAL: Linked Metadata by DesignINGKA DIGITAL: Linked Metadata by Design
INGKA DIGITAL: Linked Metadata by Design
 
Your enemies use GenAI too - staying ahead of fraud with Neo4j
Your enemies use GenAI too - staying ahead of fraud with Neo4jYour enemies use GenAI too - staying ahead of fraud with Neo4j
Your enemies use GenAI too - staying ahead of fraud with Neo4j
 
BT & Neo4j _ How Knowledge Graphs help BT deliver Digital Transformation.pptx
BT & Neo4j _ How Knowledge Graphs help BT deliver Digital Transformation.pptxBT & Neo4j _ How Knowledge Graphs help BT deliver Digital Transformation.pptx
BT & Neo4j _ How Knowledge Graphs help BT deliver Digital Transformation.pptx
 
Workshop: Enabling GenAI Breakthroughs with Knowledge Graphs - GraphSummit Milan
Workshop: Enabling GenAI Breakthroughs with Knowledge Graphs - GraphSummit MilanWorkshop: Enabling GenAI Breakthroughs with Knowledge Graphs - GraphSummit Milan
Workshop: Enabling GenAI Breakthroughs with Knowledge Graphs - GraphSummit Milan
 

Recently uploaded

Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Speck&Tech
 
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
名前 です男
 
Serial Arm Control in Real Time Presentation
Serial Arm Control in Real Time PresentationSerial Arm Control in Real Time Presentation
Serial Arm Control in Real Time Presentation
tolgahangng
 
20240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 202420240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 2024
Matthew Sinclair
 
Best 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERPBest 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERP
Pixlogix Infotech
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
panagenda
 
Artificial Intelligence for XMLDevelopment
Artificial Intelligence for XMLDevelopmentArtificial Intelligence for XMLDevelopment
Artificial Intelligence for XMLDevelopment
Octavian Nadolu
 
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
saastr
 
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUHCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
panagenda
 
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdfMonitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Tosin Akinosho
 
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracyGraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracy
Tomaz Bratanic
 
How to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For FlutterHow to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For Flutter
Daiki Mogmet Ito
 
Ocean lotus Threat actors project by John Sitima 2024 (1).pptx
Ocean lotus Threat actors project by John Sitima 2024 (1).pptxOcean lotus Threat actors project by John Sitima 2024 (1).pptx
Ocean lotus Threat actors project by John Sitima 2024 (1).pptx
SitimaJohn
 
Digital Marketing Trends in 2024 | Guide for Staying Ahead
Digital Marketing Trends in 2024 | Guide for Staying AheadDigital Marketing Trends in 2024 | Guide for Staying Ahead
Digital Marketing Trends in 2024 | Guide for Staying Ahead
Wask
 
Project Management Semester Long Project - Acuity
Project Management Semester Long Project - AcuityProject Management Semester Long Project - Acuity
Project Management Semester Long Project - Acuity
jpupo2018
 
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc
 
5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides
DanBrown980551
 
Recommendation System using RAG Architecture
Recommendation System using RAG ArchitectureRecommendation System using RAG Architecture
Recommendation System using RAG Architecture
fredae14
 
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfUnlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Malak Abu Hammad
 
Energy Efficient Video Encoding for Cloud and Edge Computing Instances
Energy Efficient Video Encoding for Cloud and Edge Computing InstancesEnergy Efficient Video Encoding for Cloud and Edge Computing Instances
Energy Efficient Video Encoding for Cloud and Edge Computing Instances
Alpen-Adria-Universität
 

Recently uploaded (20)

Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
 
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
 
Serial Arm Control in Real Time Presentation
Serial Arm Control in Real Time PresentationSerial Arm Control in Real Time Presentation
Serial Arm Control in Real Time Presentation
 
20240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 202420240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 2024
 
Best 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERPBest 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERP
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
 
Artificial Intelligence for XMLDevelopment
Artificial Intelligence for XMLDevelopmentArtificial Intelligence for XMLDevelopment
Artificial Intelligence for XMLDevelopment
 
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
 
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUHCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
 
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdfMonitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdf
 
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracyGraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracy
 
How to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For FlutterHow to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For Flutter
 
Ocean lotus Threat actors project by John Sitima 2024 (1).pptx
Ocean lotus Threat actors project by John Sitima 2024 (1).pptxOcean lotus Threat actors project by John Sitima 2024 (1).pptx
Ocean lotus Threat actors project by John Sitima 2024 (1).pptx
 
Digital Marketing Trends in 2024 | Guide for Staying Ahead
Digital Marketing Trends in 2024 | Guide for Staying AheadDigital Marketing Trends in 2024 | Guide for Staying Ahead
Digital Marketing Trends in 2024 | Guide for Staying Ahead
 
Project Management Semester Long Project - Acuity
Project Management Semester Long Project - AcuityProject Management Semester Long Project - Acuity
Project Management Semester Long Project - Acuity
 
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy Survey
 
5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides
 
Recommendation System using RAG Architecture
Recommendation System using RAG ArchitectureRecommendation System using RAG Architecture
Recommendation System using RAG Architecture
 
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfUnlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
 
Energy Efficient Video Encoding for Cloud and Edge Computing Instances
Energy Efficient Video Encoding for Cloud and Edge Computing InstancesEnergy Efficient Video Encoding for Cloud and Edge Computing Instances
Energy Efficient Video Encoding for Cloud and Edge Computing Instances
 

Knowledge, Graphs & 3D CAD Systems - David Bigelow @ GraphConnect Chicago 2013