SlideShare ist ein Scribd-Unternehmen logo
1 von 16
Downloaden Sie, um offline zu lesen
ANALYST WEBINAR
Enabling a Customer
Data Platform Using
Data Virtualization
Speaker
Mike Ferguson
Managing Director, Intelligent
Business Strategies
Director of Product Marketing, EMEA
& LATAM, Denodo
Robin Tandon
Enabling a Customer Data Platform
Using Data Virtualization
Mike Ferguson, Managing Director, Intelligent Business
Strategies
Data Virtualization and the
Customer Data Platform
Robin Tandon, Director of Product Marketing, EMEA &
LATAM
Agenda
1. The Denodo Platform
2. Eroski a 360 ° View of the Customer
6
A logical data layer – a “data fabric” – that provides high-performant, real-time, and secure access to
integrated business views of disparate data across the enterprise
The Denodo Platform
• Data Abstraction: decoupling
applications/data usage from data
sources
• Data Integration without replication
or relocation of physical data
• Easy Access to Any Data, high
performant and real-time/ right-
time
• Data Catalog for self-service data
services and easy discovery
• Unified metadata, security &
governance across all data assets
• Data Delivery in any format with
intelligent query optimization that
leverages new and existing
physical data platforms
7
Denodo Platform 8.0 Architecture
DATA CATALOG
Discover - Explore - Document
DATA AS A SERVICE
RESTful / OData
GraphQL / GeoJSON
BI Tools Data Science Tools
SQL
CONSUMERS
DATA VIRTUALIZATION
CONNECT
to disparate data
in any location, format
or latency
COMBINE
related data into views
with universal semantic
model
CONSUME
using BI & data science
tools, data catalog,
and APIs
Self-Service
Hybrid/
Multi-Cloud
Data
Governance
Query
Optimization
AI//ML
Recommendations
Security
LOGICAL
DATA
FABRIC
SOURCES
Traditional
DB & DW
150+
data
adapters
Cloud
Stores
Hadoop
& NoSQL OLAP Files Apps Streaming SaaS
8
Denodo Data Catalog
Data Catalog within Data Virtualization to seamlessly integrate data catalog and data delivery
Dynamic Catalog of curated, timely, contextual, and reusable
information assets and data services.
Govern – Fine-grained privilege that governs access to the catalog;
both metadata and information assets.
Describe – Ability to describe data assets with categorization, tagging,
annotations, lineage and other business-oriented metadata.
Usage-based metadata – who, when, what, why, and how of data
consumption.
Lightweight Data Preparation – Ability to transform, refine, and
customize data assets for business use.
Enhanced UI – Business-friendly user interface geared to roles such as
data stewards, data analysts, and citizen analysts
Eroski: 360° View of the Customer
10
How A Modern Data Architecture Can Improve Business
Self-service BI/Analytics
Empowered business users
with self-service access to
trusted data to enable faster,
more accurate decision-
making
Used data virtualization to
create a logical data
warehouse supporting 33
virtual data marts, with
reduced deployment time
360° View of Customer Cloud Data Integration
Streamlined process of
transitioning data to cloud
providing enhanced agility,
flexibility and efficiency of
data analytics process
Data virtualization was
chosen for speed and
agility, providing a
consistent security model
across applications
Data Services
Accelerated time to market
for development of new
data-driven apps for oil and
gas customers
Developed logical data
warehouse for efficient
access to structured and
unstructured data sources.
Went from 2 weeks to less
than day to create web
services
Enabled business users with
360° view of customer to
better understand customer
emotions, brand preferences
and purchase patterns
With Denodo acting as a
unifying layer on top of
multiple data sources, a
consolidated view of the
customer was created.
Enabling Eroski to better
understand and react to
customer needs
11
Customer Use Case: Eroski
Business Need
▪ Eroski wanted to improve their view of
the customer, but their customer data
was held across over 30 different data
sources. These included customer
service, online activity, the Eroski loyalty
program as well as other sources, such
as consumer partnership data. Eroski
wanted to create a true 360 view of the
customer.
▪ Eroski’s marketing intelligence division
needed to create segment based
customer marketing initiatives based on
the demographic profile of their
customers
▪ The Denodo Platform for Data
Virtualization was invaluable in achieving
the business objectives of creating a
unified view. Denodo creates a virtualized
master data mart. Denodo connects to all
the disparate data sources seamlessly
creating a single unified view of the
customer. Denodo is also completely
flexible allowing Eroski to add data
sources such as social media or new
partnership data in real time allowing for
instant knowledge of end consumer.
Denodo helps Eroski have a full 360
view of the client.
Eroski was able to:
▪ Build client cards for individual customers
and make them available to stakeholders
▪ Enable customer analytics, based on all
available information through studies,
segmentation, and models
▪ Create comprehensive reports of
customer behavior
▪ Improve security and reduce risks related
to customers’ personal information
Solution Benefits
Operates approximately 2,000 retail outlets in particular supermarket
and hypermarkets across Spain as well as travel offices and gas
stations.
12
Customer Use Case: Eroski
360° View of Customer
Enabled business users with
360° view of customer to
better understand
customer emotions, brand
preferences and purchase
patterns
With Denodo acting as a
unifying layer on top of
multiple data sources, a
consolidated view of the
customer was created.
Enabling Eroski to better
understand and react to
customer needs
13
Conclusion
Denodo helps businesses create customer centric data
driven insights through Denodo’s Logical Data Fabric
and Data Virtualization technologies. Sowing together
enterprises data in a virtual environment,
democratizing the access layer to allow all business
users access to the data they need to make accurate
and customer centric decisions.
Q&A
15
Next Steps
Access Denodo Platform 8.0 in the Cloud.
Start your Free Trial today!
G E T S TA R T E D TO DAY
www.denodo.com/free-trials
Enabling a Customer Data Platform Using Data
Virtualization
By Mike Ferguson, Intelligent Business Strategies
DOWNLOAD WHITEPAPER
Thanks!
www.denodo.com info@denodo.com
© Copyright Denodo Technologies. All rights reserved
Unless otherwise specified, no part of this PDF file may be reproduced or utilized in any for or by any means, electronic or mechanical, including photocopying and microfilm,
without prior the written authorization from Denodo Technologies.

Weitere ähnliche Inhalte

Was ist angesagt?

SAP Analytics Cloud: Haben Sie schon alle Datenquellen im Live-Zugriff?
SAP Analytics Cloud: Haben Sie schon alle Datenquellen im Live-Zugriff?SAP Analytics Cloud: Haben Sie schon alle Datenquellen im Live-Zugriff?
SAP Analytics Cloud: Haben Sie schon alle Datenquellen im Live-Zugriff?Denodo
 
KASHTECH AND DENODO: ROI and Economic Value of Data Virtualization
KASHTECH AND DENODO: ROI and Economic Value of Data VirtualizationKASHTECH AND DENODO: ROI and Economic Value of Data Virtualization
KASHTECH AND DENODO: ROI and Economic Value of Data VirtualizationDenodo
 
Empowering your Enterprise with a Self-Service Data Marketplace (EMEA)
Empowering your Enterprise with a Self-Service Data Marketplace (EMEA)Empowering your Enterprise with a Self-Service Data Marketplace (EMEA)
Empowering your Enterprise with a Self-Service Data Marketplace (EMEA)Denodo
 
Denodo 6.0: Self Service Search, Discovery & Governance using an Universal Se...
Denodo 6.0: Self Service Search, Discovery & Governance using an Universal Se...Denodo 6.0: Self Service Search, Discovery & Governance using an Universal Se...
Denodo 6.0: Self Service Search, Discovery & Governance using an Universal Se...Denodo
 
Technical Demonstration - Denodo Platform 7.0
Technical Demonstration - Denodo Platform 7.0Technical Demonstration - Denodo Platform 7.0
Technical Demonstration - Denodo Platform 7.0Denodo
 
Solution Centric Architectural Presentation - Implementing a Logical Data War...
Solution Centric Architectural Presentation - Implementing a Logical Data War...Solution Centric Architectural Presentation - Implementing a Logical Data War...
Solution Centric Architectural Presentation - Implementing a Logical Data War...Denodo
 
6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...
6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...
6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...Denodo
 
Logical Data Warehouse: The Foundation of Modern Data and Analytics
Logical Data Warehouse: The Foundation of Modern Data and AnalyticsLogical Data Warehouse: The Foundation of Modern Data and Analytics
Logical Data Warehouse: The Foundation of Modern Data and AnalyticsDenodo
 
Fast Data Strategy Houston Roadshow Presentation
Fast Data Strategy Houston Roadshow PresentationFast Data Strategy Houston Roadshow Presentation
Fast Data Strategy Houston Roadshow PresentationDenodo
 
Data Lake Acceleration vs. Data Virtualization - What’s the difference?
Data Lake Acceleration vs. Data Virtualization - What’s the difference?Data Lake Acceleration vs. Data Virtualization - What’s the difference?
Data Lake Acceleration vs. Data Virtualization - What’s the difference?Denodo
 
Denodo’s Data Catalog: Bridging the Gap between Data and Business (APAC)
Denodo’s Data Catalog: Bridging the Gap between Data and Business (APAC)Denodo’s Data Catalog: Bridging the Gap between Data and Business (APAC)
Denodo’s Data Catalog: Bridging the Gap between Data and Business (APAC)Denodo
 
Parallel In-Memory Processing and Data Virtualization Redefine Analytics Arch...
Parallel In-Memory Processing and Data Virtualization Redefine Analytics Arch...Parallel In-Memory Processing and Data Virtualization Redefine Analytics Arch...
Parallel In-Memory Processing and Data Virtualization Redefine Analytics Arch...Denodo
 
Customer Keynote: Data Service and Security at an Enterprise Scale with Logic...
Customer Keynote: Data Service and Security at an Enterprise Scale with Logic...Customer Keynote: Data Service and Security at an Enterprise Scale with Logic...
Customer Keynote: Data Service and Security at an Enterprise Scale with Logic...Denodo
 
Data Virtualization: An Introduction
Data Virtualization: An IntroductionData Virtualization: An Introduction
Data Virtualization: An IntroductionDenodo
 
Data fabric and VMware
Data fabric and VMwareData fabric and VMware
Data fabric and VMwareVMware vFabric
 
Data Marketplace and the Role of Data Virtualization
Data Marketplace and the Role of Data VirtualizationData Marketplace and the Role of Data Virtualization
Data Marketplace and the Role of Data VirtualizationDenodo
 
Ten Pillars of World Class Data Virtualization
Ten Pillars of World Class Data VirtualizationTen Pillars of World Class Data Virtualization
Ten Pillars of World Class Data VirtualizationDenodo
 
Big Data Fabric: A Necessity For Any Successful Big Data Initiative
Big Data Fabric: A Necessity For Any Successful Big Data InitiativeBig Data Fabric: A Necessity For Any Successful Big Data Initiative
Big Data Fabric: A Necessity For Any Successful Big Data InitiativeDenodo
 
Denodo Platform 7.0: What's New?
Denodo Platform 7.0: What's New?Denodo Platform 7.0: What's New?
Denodo Platform 7.0: What's New?Denodo
 
Data Virtualization: From Zero to Hero (Middle East)
Data Virtualization: From Zero to Hero (Middle East)Data Virtualization: From Zero to Hero (Middle East)
Data Virtualization: From Zero to Hero (Middle East)Denodo
 

Was ist angesagt? (20)

SAP Analytics Cloud: Haben Sie schon alle Datenquellen im Live-Zugriff?
SAP Analytics Cloud: Haben Sie schon alle Datenquellen im Live-Zugriff?SAP Analytics Cloud: Haben Sie schon alle Datenquellen im Live-Zugriff?
SAP Analytics Cloud: Haben Sie schon alle Datenquellen im Live-Zugriff?
 
KASHTECH AND DENODO: ROI and Economic Value of Data Virtualization
KASHTECH AND DENODO: ROI and Economic Value of Data VirtualizationKASHTECH AND DENODO: ROI and Economic Value of Data Virtualization
KASHTECH AND DENODO: ROI and Economic Value of Data Virtualization
 
Empowering your Enterprise with a Self-Service Data Marketplace (EMEA)
Empowering your Enterprise with a Self-Service Data Marketplace (EMEA)Empowering your Enterprise with a Self-Service Data Marketplace (EMEA)
Empowering your Enterprise with a Self-Service Data Marketplace (EMEA)
 
Denodo 6.0: Self Service Search, Discovery & Governance using an Universal Se...
Denodo 6.0: Self Service Search, Discovery & Governance using an Universal Se...Denodo 6.0: Self Service Search, Discovery & Governance using an Universal Se...
Denodo 6.0: Self Service Search, Discovery & Governance using an Universal Se...
 
Technical Demonstration - Denodo Platform 7.0
Technical Demonstration - Denodo Platform 7.0Technical Demonstration - Denodo Platform 7.0
Technical Demonstration - Denodo Platform 7.0
 
Solution Centric Architectural Presentation - Implementing a Logical Data War...
Solution Centric Architectural Presentation - Implementing a Logical Data War...Solution Centric Architectural Presentation - Implementing a Logical Data War...
Solution Centric Architectural Presentation - Implementing a Logical Data War...
 
6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...
6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...
6 Solution Patterns for Accelerating Self-Service BI, Cloud, Big Data, and Ot...
 
Logical Data Warehouse: The Foundation of Modern Data and Analytics
Logical Data Warehouse: The Foundation of Modern Data and AnalyticsLogical Data Warehouse: The Foundation of Modern Data and Analytics
Logical Data Warehouse: The Foundation of Modern Data and Analytics
 
Fast Data Strategy Houston Roadshow Presentation
Fast Data Strategy Houston Roadshow PresentationFast Data Strategy Houston Roadshow Presentation
Fast Data Strategy Houston Roadshow Presentation
 
Data Lake Acceleration vs. Data Virtualization - What’s the difference?
Data Lake Acceleration vs. Data Virtualization - What’s the difference?Data Lake Acceleration vs. Data Virtualization - What’s the difference?
Data Lake Acceleration vs. Data Virtualization - What’s the difference?
 
Denodo’s Data Catalog: Bridging the Gap between Data and Business (APAC)
Denodo’s Data Catalog: Bridging the Gap between Data and Business (APAC)Denodo’s Data Catalog: Bridging the Gap between Data and Business (APAC)
Denodo’s Data Catalog: Bridging the Gap between Data and Business (APAC)
 
Parallel In-Memory Processing and Data Virtualization Redefine Analytics Arch...
Parallel In-Memory Processing and Data Virtualization Redefine Analytics Arch...Parallel In-Memory Processing and Data Virtualization Redefine Analytics Arch...
Parallel In-Memory Processing and Data Virtualization Redefine Analytics Arch...
 
Customer Keynote: Data Service and Security at an Enterprise Scale with Logic...
Customer Keynote: Data Service and Security at an Enterprise Scale with Logic...Customer Keynote: Data Service and Security at an Enterprise Scale with Logic...
Customer Keynote: Data Service and Security at an Enterprise Scale with Logic...
 
Data Virtualization: An Introduction
Data Virtualization: An IntroductionData Virtualization: An Introduction
Data Virtualization: An Introduction
 
Data fabric and VMware
Data fabric and VMwareData fabric and VMware
Data fabric and VMware
 
Data Marketplace and the Role of Data Virtualization
Data Marketplace and the Role of Data VirtualizationData Marketplace and the Role of Data Virtualization
Data Marketplace and the Role of Data Virtualization
 
Ten Pillars of World Class Data Virtualization
Ten Pillars of World Class Data VirtualizationTen Pillars of World Class Data Virtualization
Ten Pillars of World Class Data Virtualization
 
Big Data Fabric: A Necessity For Any Successful Big Data Initiative
Big Data Fabric: A Necessity For Any Successful Big Data InitiativeBig Data Fabric: A Necessity For Any Successful Big Data Initiative
Big Data Fabric: A Necessity For Any Successful Big Data Initiative
 
Denodo Platform 7.0: What's New?
Denodo Platform 7.0: What's New?Denodo Platform 7.0: What's New?
Denodo Platform 7.0: What's New?
 
Data Virtualization: From Zero to Hero (Middle East)
Data Virtualization: From Zero to Hero (Middle East)Data Virtualization: From Zero to Hero (Middle East)
Data Virtualization: From Zero to Hero (Middle East)
 

Ähnlich wie Analyst Webinar: Enabling a Customer Data Platform Using Data Virtualization

The Value of Customer Insights & Analytics in a Modern Retail Environment
The Value of Customer Insights & Analytics in a Modern Retail EnvironmentThe Value of Customer Insights & Analytics in a Modern Retail Environment
The Value of Customer Insights & Analytics in a Modern Retail EnvironmentDenodo
 
Analyst Webinar: Best Practices In Enabling Data-Driven Decision Making
Analyst Webinar: Best Practices In Enabling Data-Driven Decision MakingAnalyst Webinar: Best Practices In Enabling Data-Driven Decision Making
Analyst Webinar: Best Practices In Enabling Data-Driven Decision MakingDenodo
 
Rethink Your 2021 Data Management Strategy with Data Virtualization (ASEAN)
Rethink Your 2021 Data Management Strategy with Data Virtualization (ASEAN)Rethink Your 2021 Data Management Strategy with Data Virtualization (ASEAN)
Rethink Your 2021 Data Management Strategy with Data Virtualization (ASEAN)Denodo
 
Why Data Virtualization? An Introduction.
Why Data Virtualization? An Introduction.Why Data Virtualization? An Introduction.
Why Data Virtualization? An Introduction.Denodo
 
How a Logical Data Fabric Enhances the Customer 360 View
How a Logical Data Fabric Enhances the Customer 360 ViewHow a Logical Data Fabric Enhances the Customer 360 View
How a Logical Data Fabric Enhances the Customer 360 ViewDenodo
 
Education Seminar: Self-service BI, Logical Data Warehouse and Data Lakes
Education Seminar: Self-service BI, Logical Data Warehouse and Data LakesEducation Seminar: Self-service BI, Logical Data Warehouse and Data Lakes
Education Seminar: Self-service BI, Logical Data Warehouse and Data LakesDenodo
 
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)Denodo
 
The Role of Logical Data Fabric in a Unified Platform for Modern Analytics (A...
The Role of Logical Data Fabric in a Unified Platform for Modern Analytics (A...The Role of Logical Data Fabric in a Unified Platform for Modern Analytics (A...
The Role of Logical Data Fabric in a Unified Platform for Modern Analytics (A...Denodo
 
The Role of the Logical Data Fabric in a Unified Platform for Modern Analytics
The Role of the Logical Data Fabric in a Unified Platform for Modern AnalyticsThe Role of the Logical Data Fabric in a Unified Platform for Modern Analytics
The Role of the Logical Data Fabric in a Unified Platform for Modern AnalyticsDenodo
 
Accelerate Digital Transformation with Data Virtualization in Banking, Financ...
Accelerate Digital Transformation with Data Virtualization in Banking, Financ...Accelerate Digital Transformation with Data Virtualization in Banking, Financ...
Accelerate Digital Transformation with Data Virtualization in Banking, Financ...Denodo
 
Data Virtualization: Introduction and Business Value (UK)
Data Virtualization: Introduction and Business Value (UK)Data Virtualization: Introduction and Business Value (UK)
Data Virtualization: Introduction and Business Value (UK)Denodo
 
Datenvirtualisierung: Wie Sie Ihre Datenarchitektur agiler machen (German)
Datenvirtualisierung: Wie Sie Ihre Datenarchitektur agiler machen (German)Datenvirtualisierung: Wie Sie Ihre Datenarchitektur agiler machen (German)
Datenvirtualisierung: Wie Sie Ihre Datenarchitektur agiler machen (German)Denodo
 
Where does Fast Data Strategy Fit within IT Projects
Where does Fast Data Strategy Fit within IT ProjectsWhere does Fast Data Strategy Fit within IT Projects
Where does Fast Data Strategy Fit within IT ProjectsDenodo
 
Down to Business: Taking Action Quickly with Linked Data Services
Down to Business: Taking Action Quickly with Linked Data ServicesDown to Business: Taking Action Quickly with Linked Data Services
Down to Business: Taking Action Quickly with Linked Data ServicesInside Analysis
 
Thought leadership Oct2015 selfserve
Thought leadership Oct2015 selfserveThought leadership Oct2015 selfserve
Thought leadership Oct2015 selfserveRon Krzoska
 
151116 Sedania Cloudera BDA Profile
151116 Sedania Cloudera BDA Profile151116 Sedania Cloudera BDA Profile
151116 Sedania Cloudera BDA ProfileZarul Zaabah
 
Big Data LDN 2018: DATA MANAGEMENT AUTOMATION AND THE INFORMATION SUPPLY CHAI...
Big Data LDN 2018: DATA MANAGEMENT AUTOMATION AND THE INFORMATION SUPPLY CHAI...Big Data LDN 2018: DATA MANAGEMENT AUTOMATION AND THE INFORMATION SUPPLY CHAI...
Big Data LDN 2018: DATA MANAGEMENT AUTOMATION AND THE INFORMATION SUPPLY CHAI...Matt Stubbs
 
Data Virtualization: An Introduction
Data Virtualization: An IntroductionData Virtualization: An Introduction
Data Virtualization: An IntroductionDenodo
 
Data Virtualization, a Strategic IT Investment to Build Modern Enterprise Dat...
Data Virtualization, a Strategic IT Investment to Build Modern Enterprise Dat...Data Virtualization, a Strategic IT Investment to Build Modern Enterprise Dat...
Data Virtualization, a Strategic IT Investment to Build Modern Enterprise Dat...Denodo
 
IDC Portugal | Como Libertar os Seus Dados com Virtualização de Dados
IDC Portugal | Como Libertar os Seus Dados com Virtualização de DadosIDC Portugal | Como Libertar os Seus Dados com Virtualização de Dados
IDC Portugal | Como Libertar os Seus Dados com Virtualização de DadosDenodo
 

Ähnlich wie Analyst Webinar: Enabling a Customer Data Platform Using Data Virtualization (20)

The Value of Customer Insights & Analytics in a Modern Retail Environment
The Value of Customer Insights & Analytics in a Modern Retail EnvironmentThe Value of Customer Insights & Analytics in a Modern Retail Environment
The Value of Customer Insights & Analytics in a Modern Retail Environment
 
Analyst Webinar: Best Practices In Enabling Data-Driven Decision Making
Analyst Webinar: Best Practices In Enabling Data-Driven Decision MakingAnalyst Webinar: Best Practices In Enabling Data-Driven Decision Making
Analyst Webinar: Best Practices In Enabling Data-Driven Decision Making
 
Rethink Your 2021 Data Management Strategy with Data Virtualization (ASEAN)
Rethink Your 2021 Data Management Strategy with Data Virtualization (ASEAN)Rethink Your 2021 Data Management Strategy with Data Virtualization (ASEAN)
Rethink Your 2021 Data Management Strategy with Data Virtualization (ASEAN)
 
Why Data Virtualization? An Introduction.
Why Data Virtualization? An Introduction.Why Data Virtualization? An Introduction.
Why Data Virtualization? An Introduction.
 
How a Logical Data Fabric Enhances the Customer 360 View
How a Logical Data Fabric Enhances the Customer 360 ViewHow a Logical Data Fabric Enhances the Customer 360 View
How a Logical Data Fabric Enhances the Customer 360 View
 
Education Seminar: Self-service BI, Logical Data Warehouse and Data Lakes
Education Seminar: Self-service BI, Logical Data Warehouse and Data LakesEducation Seminar: Self-service BI, Logical Data Warehouse and Data Lakes
Education Seminar: Self-service BI, Logical Data Warehouse and Data Lakes
 
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
 
The Role of Logical Data Fabric in a Unified Platform for Modern Analytics (A...
The Role of Logical Data Fabric in a Unified Platform for Modern Analytics (A...The Role of Logical Data Fabric in a Unified Platform for Modern Analytics (A...
The Role of Logical Data Fabric in a Unified Platform for Modern Analytics (A...
 
The Role of the Logical Data Fabric in a Unified Platform for Modern Analytics
The Role of the Logical Data Fabric in a Unified Platform for Modern AnalyticsThe Role of the Logical Data Fabric in a Unified Platform for Modern Analytics
The Role of the Logical Data Fabric in a Unified Platform for Modern Analytics
 
Accelerate Digital Transformation with Data Virtualization in Banking, Financ...
Accelerate Digital Transformation with Data Virtualization in Banking, Financ...Accelerate Digital Transformation with Data Virtualization in Banking, Financ...
Accelerate Digital Transformation with Data Virtualization in Banking, Financ...
 
Data Virtualization: Introduction and Business Value (UK)
Data Virtualization: Introduction and Business Value (UK)Data Virtualization: Introduction and Business Value (UK)
Data Virtualization: Introduction and Business Value (UK)
 
Datenvirtualisierung: Wie Sie Ihre Datenarchitektur agiler machen (German)
Datenvirtualisierung: Wie Sie Ihre Datenarchitektur agiler machen (German)Datenvirtualisierung: Wie Sie Ihre Datenarchitektur agiler machen (German)
Datenvirtualisierung: Wie Sie Ihre Datenarchitektur agiler machen (German)
 
Where does Fast Data Strategy Fit within IT Projects
Where does Fast Data Strategy Fit within IT ProjectsWhere does Fast Data Strategy Fit within IT Projects
Where does Fast Data Strategy Fit within IT Projects
 
Down to Business: Taking Action Quickly with Linked Data Services
Down to Business: Taking Action Quickly with Linked Data ServicesDown to Business: Taking Action Quickly with Linked Data Services
Down to Business: Taking Action Quickly with Linked Data Services
 
Thought leadership Oct2015 selfserve
Thought leadership Oct2015 selfserveThought leadership Oct2015 selfserve
Thought leadership Oct2015 selfserve
 
151116 Sedania Cloudera BDA Profile
151116 Sedania Cloudera BDA Profile151116 Sedania Cloudera BDA Profile
151116 Sedania Cloudera BDA Profile
 
Big Data LDN 2018: DATA MANAGEMENT AUTOMATION AND THE INFORMATION SUPPLY CHAI...
Big Data LDN 2018: DATA MANAGEMENT AUTOMATION AND THE INFORMATION SUPPLY CHAI...Big Data LDN 2018: DATA MANAGEMENT AUTOMATION AND THE INFORMATION SUPPLY CHAI...
Big Data LDN 2018: DATA MANAGEMENT AUTOMATION AND THE INFORMATION SUPPLY CHAI...
 
Data Virtualization: An Introduction
Data Virtualization: An IntroductionData Virtualization: An Introduction
Data Virtualization: An Introduction
 
Data Virtualization, a Strategic IT Investment to Build Modern Enterprise Dat...
Data Virtualization, a Strategic IT Investment to Build Modern Enterprise Dat...Data Virtualization, a Strategic IT Investment to Build Modern Enterprise Dat...
Data Virtualization, a Strategic IT Investment to Build Modern Enterprise Dat...
 
IDC Portugal | Como Libertar os Seus Dados com Virtualização de Dados
IDC Portugal | Como Libertar os Seus Dados com Virtualização de DadosIDC Portugal | Como Libertar os Seus Dados com Virtualização de Dados
IDC Portugal | Como Libertar os Seus Dados com Virtualização de Dados
 

Mehr von Denodo

Enterprise Monitoring and Auditing in Denodo
Enterprise Monitoring and Auditing in DenodoEnterprise Monitoring and Auditing in Denodo
Enterprise Monitoring and Auditing in DenodoDenodo
 
Lunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps Approach
Lunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps ApproachLunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps Approach
Lunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps ApproachDenodo
 
Achieving Self-Service Analytics with a Governed Data Services Layer
Achieving Self-Service Analytics with a Governed Data Services LayerAchieving Self-Service Analytics with a Governed Data Services Layer
Achieving Self-Service Analytics with a Governed Data Services LayerDenodo
 
What you need to know about Generative AI and Data Management?
What you need to know about Generative AI and Data Management?What you need to know about Generative AI and Data Management?
What you need to know about Generative AI and Data Management?Denodo
 
Mastering Data Compliance in a Dynamic Business Landscape
Mastering Data Compliance in a Dynamic Business LandscapeMastering Data Compliance in a Dynamic Business Landscape
Mastering Data Compliance in a Dynamic Business LandscapeDenodo
 
Denodo Partner Connect: Business Value Demo with Denodo Demo Lite
Denodo Partner Connect: Business Value Demo with Denodo Demo LiteDenodo Partner Connect: Business Value Demo with Denodo Demo Lite
Denodo Partner Connect: Business Value Demo with Denodo Demo LiteDenodo
 
Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...
Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...
Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...Denodo
 
Drive Data Privacy Regulatory Compliance
Drive Data Privacy Regulatory ComplianceDrive Data Privacy Regulatory Compliance
Drive Data Privacy Regulatory ComplianceDenodo
 
Знакомство с виртуализацией данных для профессионалов в области данных
Знакомство с виртуализацией данных для профессионалов в области данныхЗнакомство с виртуализацией данных для профессионалов в области данных
Знакомство с виртуализацией данных для профессионалов в области данныхDenodo
 
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data FragmentationData Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data FragmentationDenodo
 
Denodo Partner Connect - Technical Webinar - Ask Me Anything
Denodo Partner Connect - Technical Webinar - Ask Me AnythingDenodo Partner Connect - Technical Webinar - Ask Me Anything
Denodo Partner Connect - Technical Webinar - Ask Me AnythingDenodo
 
Lunch and Learn ANZ: Key Takeaways for 2023!
Lunch and Learn ANZ: Key Takeaways for 2023!Lunch and Learn ANZ: Key Takeaways for 2023!
Lunch and Learn ANZ: Key Takeaways for 2023!Denodo
 
It’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way Forward
It’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way ForwardIt’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way Forward
It’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way ForwardDenodo
 
Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...
Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...
Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...Denodo
 
Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...
Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...
Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...Denodo
 
How to Build Your Data Marketplace with Data Virtualization?
How to Build Your Data Marketplace with Data Virtualization?How to Build Your Data Marketplace with Data Virtualization?
How to Build Your Data Marketplace with Data Virtualization?Denodo
 
Webinar #2 - Transforming Challenges into Opportunities for Credit Unions
Webinar #2 - Transforming Challenges into Opportunities for Credit UnionsWebinar #2 - Transforming Challenges into Opportunities for Credit Unions
Webinar #2 - Transforming Challenges into Opportunities for Credit UnionsDenodo
 
Enabling Data Catalog users with advanced usability
Enabling Data Catalog users with advanced usabilityEnabling Data Catalog users with advanced usability
Enabling Data Catalog users with advanced usabilityDenodo
 
Denodo Partner Connect: Technical Webinar - Architect Associate Certification...
Denodo Partner Connect: Technical Webinar - Architect Associate Certification...Denodo Partner Connect: Technical Webinar - Architect Associate Certification...
Denodo Partner Connect: Technical Webinar - Architect Associate Certification...Denodo
 
GenAI y el futuro de la gestión de datos: mitos y realidades
GenAI y el futuro de la gestión de datos: mitos y realidadesGenAI y el futuro de la gestión de datos: mitos y realidades
GenAI y el futuro de la gestión de datos: mitos y realidadesDenodo
 

Mehr von Denodo (20)

Enterprise Monitoring and Auditing in Denodo
Enterprise Monitoring and Auditing in DenodoEnterprise Monitoring and Auditing in Denodo
Enterprise Monitoring and Auditing in Denodo
 
Lunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps Approach
Lunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps ApproachLunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps Approach
Lunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps Approach
 
Achieving Self-Service Analytics with a Governed Data Services Layer
Achieving Self-Service Analytics with a Governed Data Services LayerAchieving Self-Service Analytics with a Governed Data Services Layer
Achieving Self-Service Analytics with a Governed Data Services Layer
 
What you need to know about Generative AI and Data Management?
What you need to know about Generative AI and Data Management?What you need to know about Generative AI and Data Management?
What you need to know about Generative AI and Data Management?
 
Mastering Data Compliance in a Dynamic Business Landscape
Mastering Data Compliance in a Dynamic Business LandscapeMastering Data Compliance in a Dynamic Business Landscape
Mastering Data Compliance in a Dynamic Business Landscape
 
Denodo Partner Connect: Business Value Demo with Denodo Demo Lite
Denodo Partner Connect: Business Value Demo with Denodo Demo LiteDenodo Partner Connect: Business Value Demo with Denodo Demo Lite
Denodo Partner Connect: Business Value Demo with Denodo Demo Lite
 
Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...
Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...
Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...
 
Drive Data Privacy Regulatory Compliance
Drive Data Privacy Regulatory ComplianceDrive Data Privacy Regulatory Compliance
Drive Data Privacy Regulatory Compliance
 
Знакомство с виртуализацией данных для профессионалов в области данных
Знакомство с виртуализацией данных для профессионалов в области данныхЗнакомство с виртуализацией данных для профессионалов в области данных
Знакомство с виртуализацией данных для профессионалов в области данных
 
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data FragmentationData Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation
 
Denodo Partner Connect - Technical Webinar - Ask Me Anything
Denodo Partner Connect - Technical Webinar - Ask Me AnythingDenodo Partner Connect - Technical Webinar - Ask Me Anything
Denodo Partner Connect - Technical Webinar - Ask Me Anything
 
Lunch and Learn ANZ: Key Takeaways for 2023!
Lunch and Learn ANZ: Key Takeaways for 2023!Lunch and Learn ANZ: Key Takeaways for 2023!
Lunch and Learn ANZ: Key Takeaways for 2023!
 
It’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way Forward
It’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way ForwardIt’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way Forward
It’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way Forward
 
Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...
Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...
Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...
 
Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...
Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...
Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...
 
How to Build Your Data Marketplace with Data Virtualization?
How to Build Your Data Marketplace with Data Virtualization?How to Build Your Data Marketplace with Data Virtualization?
How to Build Your Data Marketplace with Data Virtualization?
 
Webinar #2 - Transforming Challenges into Opportunities for Credit Unions
Webinar #2 - Transforming Challenges into Opportunities for Credit UnionsWebinar #2 - Transforming Challenges into Opportunities for Credit Unions
Webinar #2 - Transforming Challenges into Opportunities for Credit Unions
 
Enabling Data Catalog users with advanced usability
Enabling Data Catalog users with advanced usabilityEnabling Data Catalog users with advanced usability
Enabling Data Catalog users with advanced usability
 
Denodo Partner Connect: Technical Webinar - Architect Associate Certification...
Denodo Partner Connect: Technical Webinar - Architect Associate Certification...Denodo Partner Connect: Technical Webinar - Architect Associate Certification...
Denodo Partner Connect: Technical Webinar - Architect Associate Certification...
 
GenAI y el futuro de la gestión de datos: mitos y realidades
GenAI y el futuro de la gestión de datos: mitos y realidadesGenAI y el futuro de la gestión de datos: mitos y realidades
GenAI y el futuro de la gestión de datos: mitos y realidades
 

Kürzlich hochgeladen

detection and classification of knee osteoarthritis.pptx
detection and classification of knee osteoarthritis.pptxdetection and classification of knee osteoarthritis.pptx
detection and classification of knee osteoarthritis.pptxAleenaJamil4
 
ASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel CanterASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel Cantervoginip
 
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改yuu sss
 
办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一
办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一
办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一F sss
 
Easter Eggs From Star Wars and in cars 1 and 2
Easter Eggs From Star Wars and in cars 1 and 2Easter Eggs From Star Wars and in cars 1 and 2
Easter Eggs From Star Wars and in cars 1 and 217djon017
 
20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdf20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdfHuman37
 
RABBIT: A CLI tool for identifying bots based on their GitHub events.
RABBIT: A CLI tool for identifying bots based on their GitHub events.RABBIT: A CLI tool for identifying bots based on their GitHub events.
RABBIT: A CLI tool for identifying bots based on their GitHub events.natarajan8993
 
Student Profile Sample report on improving academic performance by uniting gr...
Student Profile Sample report on improving academic performance by uniting gr...Student Profile Sample report on improving academic performance by uniting gr...
Student Profile Sample report on improving academic performance by uniting gr...Seán Kennedy
 
DBA Basics: Getting Started with Performance Tuning.pdf
DBA Basics: Getting Started with Performance Tuning.pdfDBA Basics: Getting Started with Performance Tuning.pdf
DBA Basics: Getting Started with Performance Tuning.pdfJohn Sterrett
 
Multiple time frame trading analysis -brianshannon.pdf
Multiple time frame trading analysis -brianshannon.pdfMultiple time frame trading analysis -brianshannon.pdf
Multiple time frame trading analysis -brianshannon.pdfchwongval
 
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档208367051
 
Generative AI for Social Good at Open Data Science East 2024
Generative AI for Social Good at Open Data Science East 2024Generative AI for Social Good at Open Data Science East 2024
Generative AI for Social Good at Open Data Science East 2024Colleen Farrelly
 
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degreeyuu sss
 
Real-Time AI Streaming - AI Max Princeton
Real-Time AI  Streaming - AI Max PrincetonReal-Time AI  Streaming - AI Max Princeton
Real-Time AI Streaming - AI Max PrincetonTimothy Spann
 
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...Boston Institute of Analytics
 
Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024
Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024
Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024thyngster
 
Data Factory in Microsoft Fabric (MsBIP #82)
Data Factory in Microsoft Fabric (MsBIP #82)Data Factory in Microsoft Fabric (MsBIP #82)
Data Factory in Microsoft Fabric (MsBIP #82)Cathrine Wilhelmsen
 
Top 5 Best Data Analytics Courses In Queens
Top 5 Best Data Analytics Courses In QueensTop 5 Best Data Analytics Courses In Queens
Top 5 Best Data Analytics Courses In Queensdataanalyticsqueen03
 
Heart Disease Classification Report: A Data Analysis Project
Heart Disease Classification Report: A Data Analysis ProjectHeart Disease Classification Report: A Data Analysis Project
Heart Disease Classification Report: A Data Analysis ProjectBoston Institute of Analytics
 
Identifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population MeanIdentifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population MeanMYRABACSAFRA2
 

Kürzlich hochgeladen (20)

detection and classification of knee osteoarthritis.pptx
detection and classification of knee osteoarthritis.pptxdetection and classification of knee osteoarthritis.pptx
detection and classification of knee osteoarthritis.pptx
 
ASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel CanterASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel Canter
 
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改
 
办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一
办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一
办理学位证中佛罗里达大学毕业证,UCF成绩单原版一比一
 
Easter Eggs From Star Wars and in cars 1 and 2
Easter Eggs From Star Wars and in cars 1 and 2Easter Eggs From Star Wars and in cars 1 and 2
Easter Eggs From Star Wars and in cars 1 and 2
 
20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdf20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdf
 
RABBIT: A CLI tool for identifying bots based on their GitHub events.
RABBIT: A CLI tool for identifying bots based on their GitHub events.RABBIT: A CLI tool for identifying bots based on their GitHub events.
RABBIT: A CLI tool for identifying bots based on their GitHub events.
 
Student Profile Sample report on improving academic performance by uniting gr...
Student Profile Sample report on improving academic performance by uniting gr...Student Profile Sample report on improving academic performance by uniting gr...
Student Profile Sample report on improving academic performance by uniting gr...
 
DBA Basics: Getting Started with Performance Tuning.pdf
DBA Basics: Getting Started with Performance Tuning.pdfDBA Basics: Getting Started with Performance Tuning.pdf
DBA Basics: Getting Started with Performance Tuning.pdf
 
Multiple time frame trading analysis -brianshannon.pdf
Multiple time frame trading analysis -brianshannon.pdfMultiple time frame trading analysis -brianshannon.pdf
Multiple time frame trading analysis -brianshannon.pdf
 
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档
原版1:1定制南十字星大学毕业证(SCU毕业证)#文凭成绩单#真实留信学历认证永久存档
 
Generative AI for Social Good at Open Data Science East 2024
Generative AI for Social Good at Open Data Science East 2024Generative AI for Social Good at Open Data Science East 2024
Generative AI for Social Good at Open Data Science East 2024
 
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
 
Real-Time AI Streaming - AI Max Princeton
Real-Time AI  Streaming - AI Max PrincetonReal-Time AI  Streaming - AI Max Princeton
Real-Time AI Streaming - AI Max Princeton
 
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...
 
Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024
Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024
Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024
 
Data Factory in Microsoft Fabric (MsBIP #82)
Data Factory in Microsoft Fabric (MsBIP #82)Data Factory in Microsoft Fabric (MsBIP #82)
Data Factory in Microsoft Fabric (MsBIP #82)
 
Top 5 Best Data Analytics Courses In Queens
Top 5 Best Data Analytics Courses In QueensTop 5 Best Data Analytics Courses In Queens
Top 5 Best Data Analytics Courses In Queens
 
Heart Disease Classification Report: A Data Analysis Project
Heart Disease Classification Report: A Data Analysis ProjectHeart Disease Classification Report: A Data Analysis Project
Heart Disease Classification Report: A Data Analysis Project
 
Identifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population MeanIdentifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population Mean
 

Analyst Webinar: Enabling a Customer Data Platform Using Data Virtualization

  • 1. ANALYST WEBINAR Enabling a Customer Data Platform Using Data Virtualization
  • 2. Speaker Mike Ferguson Managing Director, Intelligent Business Strategies Director of Product Marketing, EMEA & LATAM, Denodo Robin Tandon
  • 3. Enabling a Customer Data Platform Using Data Virtualization Mike Ferguson, Managing Director, Intelligent Business Strategies
  • 4. Data Virtualization and the Customer Data Platform Robin Tandon, Director of Product Marketing, EMEA & LATAM
  • 5. Agenda 1. The Denodo Platform 2. Eroski a 360 ° View of the Customer
  • 6. 6 A logical data layer – a “data fabric” – that provides high-performant, real-time, and secure access to integrated business views of disparate data across the enterprise The Denodo Platform • Data Abstraction: decoupling applications/data usage from data sources • Data Integration without replication or relocation of physical data • Easy Access to Any Data, high performant and real-time/ right- time • Data Catalog for self-service data services and easy discovery • Unified metadata, security & governance across all data assets • Data Delivery in any format with intelligent query optimization that leverages new and existing physical data platforms
  • 7. 7 Denodo Platform 8.0 Architecture DATA CATALOG Discover - Explore - Document DATA AS A SERVICE RESTful / OData GraphQL / GeoJSON BI Tools Data Science Tools SQL CONSUMERS DATA VIRTUALIZATION CONNECT to disparate data in any location, format or latency COMBINE related data into views with universal semantic model CONSUME using BI & data science tools, data catalog, and APIs Self-Service Hybrid/ Multi-Cloud Data Governance Query Optimization AI//ML Recommendations Security LOGICAL DATA FABRIC SOURCES Traditional DB & DW 150+ data adapters Cloud Stores Hadoop & NoSQL OLAP Files Apps Streaming SaaS
  • 8. 8 Denodo Data Catalog Data Catalog within Data Virtualization to seamlessly integrate data catalog and data delivery Dynamic Catalog of curated, timely, contextual, and reusable information assets and data services. Govern – Fine-grained privilege that governs access to the catalog; both metadata and information assets. Describe – Ability to describe data assets with categorization, tagging, annotations, lineage and other business-oriented metadata. Usage-based metadata – who, when, what, why, and how of data consumption. Lightweight Data Preparation – Ability to transform, refine, and customize data assets for business use. Enhanced UI – Business-friendly user interface geared to roles such as data stewards, data analysts, and citizen analysts
  • 9. Eroski: 360° View of the Customer
  • 10. 10 How A Modern Data Architecture Can Improve Business Self-service BI/Analytics Empowered business users with self-service access to trusted data to enable faster, more accurate decision- making Used data virtualization to create a logical data warehouse supporting 33 virtual data marts, with reduced deployment time 360° View of Customer Cloud Data Integration Streamlined process of transitioning data to cloud providing enhanced agility, flexibility and efficiency of data analytics process Data virtualization was chosen for speed and agility, providing a consistent security model across applications Data Services Accelerated time to market for development of new data-driven apps for oil and gas customers Developed logical data warehouse for efficient access to structured and unstructured data sources. Went from 2 weeks to less than day to create web services Enabled business users with 360° view of customer to better understand customer emotions, brand preferences and purchase patterns With Denodo acting as a unifying layer on top of multiple data sources, a consolidated view of the customer was created. Enabling Eroski to better understand and react to customer needs
  • 11. 11 Customer Use Case: Eroski Business Need ▪ Eroski wanted to improve their view of the customer, but their customer data was held across over 30 different data sources. These included customer service, online activity, the Eroski loyalty program as well as other sources, such as consumer partnership data. Eroski wanted to create a true 360 view of the customer. ▪ Eroski’s marketing intelligence division needed to create segment based customer marketing initiatives based on the demographic profile of their customers ▪ The Denodo Platform for Data Virtualization was invaluable in achieving the business objectives of creating a unified view. Denodo creates a virtualized master data mart. Denodo connects to all the disparate data sources seamlessly creating a single unified view of the customer. Denodo is also completely flexible allowing Eroski to add data sources such as social media or new partnership data in real time allowing for instant knowledge of end consumer. Denodo helps Eroski have a full 360 view of the client. Eroski was able to: ▪ Build client cards for individual customers and make them available to stakeholders ▪ Enable customer analytics, based on all available information through studies, segmentation, and models ▪ Create comprehensive reports of customer behavior ▪ Improve security and reduce risks related to customers’ personal information Solution Benefits Operates approximately 2,000 retail outlets in particular supermarket and hypermarkets across Spain as well as travel offices and gas stations.
  • 12. 12 Customer Use Case: Eroski 360° View of Customer Enabled business users with 360° view of customer to better understand customer emotions, brand preferences and purchase patterns With Denodo acting as a unifying layer on top of multiple data sources, a consolidated view of the customer was created. Enabling Eroski to better understand and react to customer needs
  • 13. 13 Conclusion Denodo helps businesses create customer centric data driven insights through Denodo’s Logical Data Fabric and Data Virtualization technologies. Sowing together enterprises data in a virtual environment, democratizing the access layer to allow all business users access to the data they need to make accurate and customer centric decisions.
  • 14. Q&A
  • 15. 15 Next Steps Access Denodo Platform 8.0 in the Cloud. Start your Free Trial today! G E T S TA R T E D TO DAY www.denodo.com/free-trials Enabling a Customer Data Platform Using Data Virtualization By Mike Ferguson, Intelligent Business Strategies DOWNLOAD WHITEPAPER
  • 16. Thanks! www.denodo.com info@denodo.com © Copyright Denodo Technologies. All rights reserved Unless otherwise specified, no part of this PDF file may be reproduced or utilized in any for or by any means, electronic or mechanical, including photocopying and microfilm, without prior the written authorization from Denodo Technologies.