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REVEAL THE INTELLIGENCE
IN YOUR DATA
INTRODUCING TALEND WINTER ‘20
22
THE PROMISES OF DIGITAL TRANSFORMATION
Control Costs
with IOT and
Automation
Transform Customer
Experience with a
Customer 360 View
Minimize Risks
with Compliance
and Privacy
Accelerate Innovation
with the Cloud
TURNING DATA INTO CONCRETE
BUSINESS OUTCOMES
Turning Data into Revenue
with Analytics & AI
33
BUT COMPANIES STRUGGLE TO REVEAL
THE INTELLIGENCE IN THEIR DATA
Source: IDC
Data Age 2025 for Seagate
DATA SOURCES
MULTIPLIED BY 5 IN
5 YEARS
DATA
CHAOS
Source: LinkedIn
Emerging job reports 2020
DATA EXPERTS
#1 MOST SEARCHED JOB
IN 18 COUNTRIES
TALENT
WAR
67% OF TIME
SEARCHING &
PREPARING DATA
EFFICIENCY
CRISIS
Source: IDC, End-User Survey Results
Deployment and Data Intelligence in 2019, doc #US45652419
44
INTRODUCING TALEND WINTER ’20
WITH
DATA INVENTORY
CAPTURE
DATA INTELLIGENCE
AT FIRST SIGHT
BOOST
DATA INTELLIGENCE
AT SPEED
WITH
PIPELINE DESIGNER
EMPOWER
DATA INTELLIGENCE
AT SCALE
WITH
AUGMENTED INTELLIGENCE
REVEAL THE INTELLIGENCE IN YOUR DATA
55
DATA
CHAOS
WITH
DATA INVENTORY
CAPTURE
DATA INTELLIGENCE
AT FIRST SIGHT
REVEAL THE INTELLIGENCE IN YOUR DATA
66
CAPTURE DATA INTELLIGENCE AT FIRST SIGHT
Connect all
your data
Turn data silos into
shared & trusted datasets
Accelerate
Self-Service Data Access
77
ALWAYS AT THE CUTTING EDGE
OF CLOUD CONNECTIVITY
TALEND
DATA FABRIC
88
TALEND DATA INVENTORY
• Delivers a single point of Data Intelligence
• Automates a data intelligence score
across data pipelines
• Cuts the times it takes to find and
consume the data you need
• Available in Talend Cloud
CAPTURE DATA INTELLIGENCE AT FIRST SIGHT
99
TALEND DATA INVENTORY
DATA
INTELLIGENCE
SCORE
USER
RATINGS
DATA QUALITY
RATINGS
ENDORSEMENT OWNERSHIPFAVORITESSHARING
1010
WITH
DATA INVENTORY
CAPTURE
DATA INTELLIGENCE
AT FIRST SIGHT
REVEAL THE INTELLIGENCE IN YOUR DATA
EFFICIENCY
CRISISBOOST
DATA INTELLIGENCE
AT SPEED
WITH
PIPELINE DESIGNER
1111
BOOST DATA INTELLIGENCE AT SPEED
Self-Service
Data Engineering
Inflight
Data Quality
Simplified
DevOps
1212
PIPELINE DESIGNER
DATA INTELLIGENCE & QUALITY AT SPEED
30+ new transformations
with inflight data quality
1313
Strings
Add extra characters
Change to upper case
Change to lower case
Calculate length
Change to title case
Contains text
Match similar text
Remove consecutive characters
Remove leading and trailing characters
Generate unique identifier (UUID)
Remove non alpha numeric characters
Remove non numeric characters
Simplify text (remove case, accent, etc.)
Convert character width
Dates
Convert timestamp to date
Calculate time since
Compare dates
Convert date
Extract date parts
Modify date
Phones
Extract phone number information
Format phone numbers
Split
Split text in parts
Extract email parts
Extract number
Extract URL parts
Extract values by regex
Extract full name parts
Data Cleansing
Fill cells with values
Fill empty cells with value
PIPELINE DESIGNER
DATA INTELLIGENCE AND QUALITY AT SPEED
1414
WITH
DATA INVENTORY
CAPTURE
DATA INTELLIGENCE
AT FIRST SIGHT
BOOST
DATA INTELLIGENCE
AT SPEED
WITH
PIPELINE DESIGNER
REVEAL THE INTELLIGENCE IN YOUR DATA
TALENT
WAREMPOWER
DATA INTELLIGENCE
AT SCALE
WITH
AUGMENTED INTELLIGENCE
1515
EMPOWER DATA INTELLIGENCE AT SCALE
Deliver
Explainable AI
For Data Matching
Join Human &
Machine Forces
for Data Matching
Augment
Data Preparation
with AI
1616
INTELLIGENT DATA STANDARDIZATION
WITH THE MAGIC FILL
Transform data the way you want it…
…Based on a few samples of
the needed outcome
…And let the machine do the rest
1717
Golden Record RunExplainLearn
BRINGING THE HUMAN IN THE AI LOOP
FOR AUGMENTED INTELLIGENCE
Use Case: Data Matching with Machine Learning for Customer 360°
Refine
Train
Intelligent DataRaw Data
Salesforce
Shopify
Marketo
Capture
Human
Intelligence
Apply
Machine
Learning
Deliver
Precision
Matching
at Scale
1818
HEATMAP BRINGS TRUST & TRANSPARENCY
EXPLAINABLE AI FOR DATA MATCHING
Last Name
1st Name
E-mail
Zip
0.60
0.18
0.17
MATCHING
KEY IMPORTANCE
What matching keys
are used?
0.05
0,05 0.1 0.25 0.2
0.1 0.00 0.02 0.06
0.01 0.09 0.00 0.00
0.01 0.02 0.00 0.02
Equality Jaro Metaphone …
What matching algorithms are used?
Model Quality: 0.915 What ‘s the confidence score?
1919
DEMO: ACME RETAIL
DELIVERING DATA INTELLIGENCE IN THE RETAIL WORLD
2020
Low performing
Marketing
Campaigns
Missed
Revenue
Opportunities
Urgently need for
Actionable
Customer 360°
THE BUSINESS CHALLENGE
Janet
Marketing Ops
Thibaut
Data Engineer
PAINSOBJECTIVES
Improve Marketing Effectiveness
Turn Data Into Revenue
Protect Sensitive Data
Help connecting & cleansing Data
Modernize Infrastructure
Operationalize Data Flows
Low Impact Marketing
Weak Data Monetization
Unnecessary Data exposed
Bad Data In, Bad Data Out
Legacy & Modern Platform
Delegate Cleansing & Protection
2121
OUR DEMO FLOW
REVEALING INTELLIGENCE IN YOUR DATA
#2 BOOST DATA INTELLIGENCE#1 CAPTURE DATA INTELLIGENCE
Pipeline
Designer
Data Engineer
#3 EMPOWER DATA INTELLIGENCE
Data
Inventory
Team
Legacy
CRM
Data
Preparation
Marketing Ops
Marketing Team
Analytics Team
2222
OUR DEMO FLOW
Data
Inventory
Pipeline
Designer
Data
Preparation
REVEALING INTELLIGENCE IN YOUR DATA
Data OwnerSales Analyst Data Engineer Sales Ops
Marketing Team
Legacy
CRM
#1 CAPTURE DATA INTELLIGENCE #2 BOOST DATA INTELLIGENCE #3 EMPOWER DATA INTELLIGENCE
Marketing Ops
Data Engineer
PAINSOBJECTIVES
Improve Marketing Effectiveness
Turn Data Into Revenue
Protect Sensitive Data
Help connecting & cleansing Data
Modernize Infrastructure
Operationalize Data Flows
Low Impact Marketing
Weak Data Monetization
Unnecessary Data exposed
Bad Data In , Bad Data Out
Legacy & Modern Platform
Delegate Cleansing & Protection
Good Data In Marketo
Strong Data Engine
Protected Data
Clean & intelligent data flows
Leverage data from multiple sources
Delegated Cleansing & Protection
GAINS
WRAP UP
2424
COMPANIES STRUGGLE TO REVEAL
THE INTELLIGENCE IN THEIR DATA
Source: IDC
Data Age 2025 for Seagate
DATA SOURCES
MULTIPLIED BY 5 IN
5 YEARS (1)
DATA
CHAOS
Source: LinkedIn
Emerging job reports 2020
DATA EXPERTS
#1 MOST SEARCHED JOB
IN 18 COUNTRIES (3)
TALENT
WAR
67% OF TIME
SEARCHING &
PREPARING DATA (2)
EFFICIENCY
CRISIS
Source: IDC, End-User Survey Results
Deployment and Data Intelligence in 2019, doc #US45652419
2525
INTRODUCING TALEND WINTER ’20
WITH
DATA INVENTORY
CAPTURE
DATA INTELLIGENCE
AT FIRST SIGHT
BOOST
DATA INTELLIGENCE
AT SPEED
WITH
PIPELINE DESIGNER
EMPOWER
DATA INTELLIGENCE
AT SCALE
WITH
AUGMENTED INTELLIGENCE
REVEAL THE INTELLIGENCE IN YOUR DATA
2626
• Simplified, role-based UI
• New dashboards
• New bridges for Denodo, Azure Data
Factory, AWS Glue
• Japanese & French Localization
Talend Data Catalog
• New API Designer widget to browse,
find and select the right data types
• Free API Tester Edition in Chrome
Web Store to test HTTP APIs.
• API in API Tester for improved CI/CD
API
Talend Cloud
• In-product chat
• Remote Engine API to enable auto-
creation and auto-scaling scenario
• Improved management of task
state for Data Services and Routes
• Auto refresh of task history
Connectivity
• Workday
• ADLS Gen2 (Azure Data Lake Store)
• Also for Cloud: Microsoft Azure
Event Hubs; Google: BigQuery, Cloud
Storage, PubSub; Workday,
Netsuite, REST API
DQ / Prep / Stewardship
• Data Stewardship on Azure
• Handle exception for records that
cannot be masked
Big Data
• HDP 3.1, Google Dataproc 1.4,
Apache Kafka 2.2.1
...AND MUCH MORE...
Also updates for Studio, Data Mapper, TAC
2727
Ready to run as an
iPaaS
Delivered as a
Data Fabric
REVEAL THE INTELLIGENCE IN YOUR DATA
WITH TALEND WINTER’20
And you can try
It now
Free 14 days trial: www.talend.com/go/ipaas-trial
REVEAL THE INTELLIGENCE
IN YOUR DATA
INTRODUCING TALEND WINTER ‘20

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Reveal the Intelligence in your Data with Talend Data Fabric

  • 1. REVEAL THE INTELLIGENCE IN YOUR DATA INTRODUCING TALEND WINTER ‘20
  • 2. 22 THE PROMISES OF DIGITAL TRANSFORMATION Control Costs with IOT and Automation Transform Customer Experience with a Customer 360 View Minimize Risks with Compliance and Privacy Accelerate Innovation with the Cloud TURNING DATA INTO CONCRETE BUSINESS OUTCOMES Turning Data into Revenue with Analytics & AI
  • 3. 33 BUT COMPANIES STRUGGLE TO REVEAL THE INTELLIGENCE IN THEIR DATA Source: IDC Data Age 2025 for Seagate DATA SOURCES MULTIPLIED BY 5 IN 5 YEARS DATA CHAOS Source: LinkedIn Emerging job reports 2020 DATA EXPERTS #1 MOST SEARCHED JOB IN 18 COUNTRIES TALENT WAR 67% OF TIME SEARCHING & PREPARING DATA EFFICIENCY CRISIS Source: IDC, End-User Survey Results Deployment and Data Intelligence in 2019, doc #US45652419
  • 4. 44 INTRODUCING TALEND WINTER ’20 WITH DATA INVENTORY CAPTURE DATA INTELLIGENCE AT FIRST SIGHT BOOST DATA INTELLIGENCE AT SPEED WITH PIPELINE DESIGNER EMPOWER DATA INTELLIGENCE AT SCALE WITH AUGMENTED INTELLIGENCE REVEAL THE INTELLIGENCE IN YOUR DATA
  • 5. 55 DATA CHAOS WITH DATA INVENTORY CAPTURE DATA INTELLIGENCE AT FIRST SIGHT REVEAL THE INTELLIGENCE IN YOUR DATA
  • 6. 66 CAPTURE DATA INTELLIGENCE AT FIRST SIGHT Connect all your data Turn data silos into shared & trusted datasets Accelerate Self-Service Data Access
  • 7. 77 ALWAYS AT THE CUTTING EDGE OF CLOUD CONNECTIVITY TALEND DATA FABRIC
  • 8. 88 TALEND DATA INVENTORY • Delivers a single point of Data Intelligence • Automates a data intelligence score across data pipelines • Cuts the times it takes to find and consume the data you need • Available in Talend Cloud CAPTURE DATA INTELLIGENCE AT FIRST SIGHT
  • 9. 99 TALEND DATA INVENTORY DATA INTELLIGENCE SCORE USER RATINGS DATA QUALITY RATINGS ENDORSEMENT OWNERSHIPFAVORITESSHARING
  • 10. 1010 WITH DATA INVENTORY CAPTURE DATA INTELLIGENCE AT FIRST SIGHT REVEAL THE INTELLIGENCE IN YOUR DATA EFFICIENCY CRISISBOOST DATA INTELLIGENCE AT SPEED WITH PIPELINE DESIGNER
  • 11. 1111 BOOST DATA INTELLIGENCE AT SPEED Self-Service Data Engineering Inflight Data Quality Simplified DevOps
  • 12. 1212 PIPELINE DESIGNER DATA INTELLIGENCE & QUALITY AT SPEED 30+ new transformations with inflight data quality
  • 13. 1313 Strings Add extra characters Change to upper case Change to lower case Calculate length Change to title case Contains text Match similar text Remove consecutive characters Remove leading and trailing characters Generate unique identifier (UUID) Remove non alpha numeric characters Remove non numeric characters Simplify text (remove case, accent, etc.) Convert character width Dates Convert timestamp to date Calculate time since Compare dates Convert date Extract date parts Modify date Phones Extract phone number information Format phone numbers Split Split text in parts Extract email parts Extract number Extract URL parts Extract values by regex Extract full name parts Data Cleansing Fill cells with values Fill empty cells with value PIPELINE DESIGNER DATA INTELLIGENCE AND QUALITY AT SPEED
  • 14. 1414 WITH DATA INVENTORY CAPTURE DATA INTELLIGENCE AT FIRST SIGHT BOOST DATA INTELLIGENCE AT SPEED WITH PIPELINE DESIGNER REVEAL THE INTELLIGENCE IN YOUR DATA TALENT WAREMPOWER DATA INTELLIGENCE AT SCALE WITH AUGMENTED INTELLIGENCE
  • 15. 1515 EMPOWER DATA INTELLIGENCE AT SCALE Deliver Explainable AI For Data Matching Join Human & Machine Forces for Data Matching Augment Data Preparation with AI
  • 16. 1616 INTELLIGENT DATA STANDARDIZATION WITH THE MAGIC FILL Transform data the way you want it… …Based on a few samples of the needed outcome …And let the machine do the rest
  • 17. 1717 Golden Record RunExplainLearn BRINGING THE HUMAN IN THE AI LOOP FOR AUGMENTED INTELLIGENCE Use Case: Data Matching with Machine Learning for Customer 360° Refine Train Intelligent DataRaw Data Salesforce Shopify Marketo Capture Human Intelligence Apply Machine Learning Deliver Precision Matching at Scale
  • 18. 1818 HEATMAP BRINGS TRUST & TRANSPARENCY EXPLAINABLE AI FOR DATA MATCHING Last Name 1st Name E-mail Zip 0.60 0.18 0.17 MATCHING KEY IMPORTANCE What matching keys are used? 0.05 0,05 0.1 0.25 0.2 0.1 0.00 0.02 0.06 0.01 0.09 0.00 0.00 0.01 0.02 0.00 0.02 Equality Jaro Metaphone … What matching algorithms are used? Model Quality: 0.915 What ‘s the confidence score?
  • 19. 1919 DEMO: ACME RETAIL DELIVERING DATA INTELLIGENCE IN THE RETAIL WORLD
  • 20. 2020 Low performing Marketing Campaigns Missed Revenue Opportunities Urgently need for Actionable Customer 360° THE BUSINESS CHALLENGE Janet Marketing Ops Thibaut Data Engineer PAINSOBJECTIVES Improve Marketing Effectiveness Turn Data Into Revenue Protect Sensitive Data Help connecting & cleansing Data Modernize Infrastructure Operationalize Data Flows Low Impact Marketing Weak Data Monetization Unnecessary Data exposed Bad Data In, Bad Data Out Legacy & Modern Platform Delegate Cleansing & Protection
  • 21. 2121 OUR DEMO FLOW REVEALING INTELLIGENCE IN YOUR DATA #2 BOOST DATA INTELLIGENCE#1 CAPTURE DATA INTELLIGENCE Pipeline Designer Data Engineer #3 EMPOWER DATA INTELLIGENCE Data Inventory Team Legacy CRM Data Preparation Marketing Ops Marketing Team Analytics Team
  • 22. 2222 OUR DEMO FLOW Data Inventory Pipeline Designer Data Preparation REVEALING INTELLIGENCE IN YOUR DATA Data OwnerSales Analyst Data Engineer Sales Ops Marketing Team Legacy CRM #1 CAPTURE DATA INTELLIGENCE #2 BOOST DATA INTELLIGENCE #3 EMPOWER DATA INTELLIGENCE Marketing Ops Data Engineer PAINSOBJECTIVES Improve Marketing Effectiveness Turn Data Into Revenue Protect Sensitive Data Help connecting & cleansing Data Modernize Infrastructure Operationalize Data Flows Low Impact Marketing Weak Data Monetization Unnecessary Data exposed Bad Data In , Bad Data Out Legacy & Modern Platform Delegate Cleansing & Protection Good Data In Marketo Strong Data Engine Protected Data Clean & intelligent data flows Leverage data from multiple sources Delegated Cleansing & Protection GAINS
  • 24. 2424 COMPANIES STRUGGLE TO REVEAL THE INTELLIGENCE IN THEIR DATA Source: IDC Data Age 2025 for Seagate DATA SOURCES MULTIPLIED BY 5 IN 5 YEARS (1) DATA CHAOS Source: LinkedIn Emerging job reports 2020 DATA EXPERTS #1 MOST SEARCHED JOB IN 18 COUNTRIES (3) TALENT WAR 67% OF TIME SEARCHING & PREPARING DATA (2) EFFICIENCY CRISIS Source: IDC, End-User Survey Results Deployment and Data Intelligence in 2019, doc #US45652419
  • 25. 2525 INTRODUCING TALEND WINTER ’20 WITH DATA INVENTORY CAPTURE DATA INTELLIGENCE AT FIRST SIGHT BOOST DATA INTELLIGENCE AT SPEED WITH PIPELINE DESIGNER EMPOWER DATA INTELLIGENCE AT SCALE WITH AUGMENTED INTELLIGENCE REVEAL THE INTELLIGENCE IN YOUR DATA
  • 26. 2626 • Simplified, role-based UI • New dashboards • New bridges for Denodo, Azure Data Factory, AWS Glue • Japanese & French Localization Talend Data Catalog • New API Designer widget to browse, find and select the right data types • Free API Tester Edition in Chrome Web Store to test HTTP APIs. • API in API Tester for improved CI/CD API Talend Cloud • In-product chat • Remote Engine API to enable auto- creation and auto-scaling scenario • Improved management of task state for Data Services and Routes • Auto refresh of task history Connectivity • Workday • ADLS Gen2 (Azure Data Lake Store) • Also for Cloud: Microsoft Azure Event Hubs; Google: BigQuery, Cloud Storage, PubSub; Workday, Netsuite, REST API DQ / Prep / Stewardship • Data Stewardship on Azure • Handle exception for records that cannot be masked Big Data • HDP 3.1, Google Dataproc 1.4, Apache Kafka 2.2.1 ...AND MUCH MORE... Also updates for Studio, Data Mapper, TAC
  • 27. 2727 Ready to run as an iPaaS Delivered as a Data Fabric REVEAL THE INTELLIGENCE IN YOUR DATA WITH TALEND WINTER’20 And you can try It now Free 14 days trial: www.talend.com/go/ipaas-trial
  • 28. REVEAL THE INTELLIGENCE IN YOUR DATA INTRODUCING TALEND WINTER ‘20