#datacontracts search results

All I ask some upstream guarantees via data contracts. Why it’s so hard? A data engineers 😭 #dataengineering #DataContracts

ananthdurai's tweet image. All I ask some upstream guarantees via data contracts. Why it’s so hard? A data engineers 😭 
#dataengineering #DataContracts

Chad introducing the Maturity Curve of #DataContracts It all starts with Awareness | @CSandersonData @DataCouncilAI #datacouncil

RickSaporta's tweet image. Chad introducing the Maturity Curve of #DataContracts  It all starts with Awareness | @CSandersonData  @DataCouncilAI  #datacouncil
RickSaporta's tweet image. Chad introducing the Maturity Curve of #DataContracts  It all starts with Awareness | @CSandersonData  @DataCouncilAI  #datacouncil

𝗪𝗵𝗮𝘁 𝗔𝗿𝗲 𝗗𝗮𝘁𝗮 𝗖𝗼𝗻𝘁𝗿𝗮𝗰𝘁𝘀? Grasp the essence of data contracts: blog.vidalico.com/what-are-data-… #DataEngineering #DataContracts #DataAnalytics #DigitalTransformation #APIs #DataManagement #DataStrategy #VidalicoDigital

vidalicodigital's tweet image. 𝗪𝗵𝗮𝘁 𝗔𝗿𝗲 𝗗𝗮𝘁𝗮 𝗖𝗼𝗻𝘁𝗿𝗮𝗰𝘁𝘀?

Grasp the essence of data contracts:

blog.vidalico.com/what-are-data-…

#DataEngineering #DataContracts #DataAnalytics #DigitalTransformation #APIs #DataManagement #DataStrategy #VidalicoDigital

Working with #datacontracts has been a game-changer in my #dataengineering journey. Given the surge in data use cases, we need better solutions than just problem fixing. Full video : youtu.be/8I1OIblPXs4


📖 New chapter: Evolution of Schema Change and database change management. > #SchemaEvolution: Managing database changes while preserving integrity > #NoSQL: Flexible schemas; speed over consistency > #DataContracts: Producer-consumer agreements with automated validation…

sspaeti's tweet image. 📖 New chapter: Evolution of Schema Change and database change management.

> #SchemaEvolution: Managing database changes while preserving integrity
> #NoSQL: Flexible schemas; speed over consistency
> #DataContracts: Producer-consumer agreements with automated validation…

More tools won’t save your data team. Contracts will. They: ✅ Define expectations ✅ Prevent silent breakages ✅ Cut rework & firefighting Start with clarity → then automate. #DataContracts #DataEngineering #DataQuality bit.ly/4gsNm8B


Data contracts & data products aren’t just theory—they’re the backbone of modern data ecosystems. This hands-on series shows how to build, version & govern with open standards. #DataContracts #DataProducts #DataGovernance #DataIntelligence sprou.tt/1DpHg2bGSII


Schema drift is inevitable in streaming data. Consciously designed data contracts can encapsulate stream consumers from schema changes. @gunnarmorling explains how to implement data contracts in CDC and Stream Processing contexts. #DataContracts buff.ly/3QRskEc

dunithd's tweet image. Schema drift is inevitable in streaming data. Consciously designed data contracts can encapsulate stream consumers from schema changes.
 
@gunnarmorling explains how to implement data contracts in CDC and Stream Processing contexts. 

#DataContracts

buff.ly/3QRskEc

Working Group IV (Electronic Commerce) continues its exploratory work related to data contracts at its session this week in New York. Documents are available here (provisional agenda, working papers, etc.)➡️ uncitral.un.org/en/working_gro… #UNCITRAL #AI #datacontracts

annajoubinbret's tweet image. Working Group IV (Electronic Commerce)  continues its exploratory work related to data contracts at its session this week in New York. 

Documents are available here (provisional agenda, working papers, etc.)➡️ uncitral.un.org/en/working_gro… 

#UNCITRAL #AI #datacontracts

On stage right now at #current24 is @gunnarmorling with his session about a very important topic: #DataContracts and how not to break encapsulation when doing #ChangeDataCapture.

hpgrahsl's tweet image. On stage right now at #current24 is @gunnarmorling with his session about a very important topic:  #DataContracts and how not to break encapsulation when doing #ChangeDataCapture.
hpgrahsl's tweet image. On stage right now at #current24 is @gunnarmorling with his session about a very important topic:  #DataContracts and how not to break encapsulation when doing #ChangeDataCapture.
hpgrahsl's tweet image. On stage right now at #current24 is @gunnarmorling with his session about a very important topic:  #DataContracts and how not to break encapsulation when doing #ChangeDataCapture.

Join Actian at Data Innovation Summit to see hidden reasons AI projects fail & how to ensure success on 5/7 at 10:40. Also join our workshop to build and scale data architectures with #DataContracts on 5/8 at 10:30. Register for the event: bit.ly/3I4OEpO #DISummit2030


Working Group IV (Electronic Commerce) of #UNCITRAL continues its work related to data contracts at its session this week in Vienna. Documents are available here (provisional agenda, working papers, etc.)➡️ uncitral.un.org/en/working_gro… #AI #datacontracts

annajoubinbret's tweet image. Working Group IV (Electronic Commerce) of #UNCITRAL continues its work related to data contracts at its  session this week in Vienna. 

Documents are available here (provisional agenda, working papers, etc.)➡️ uncitral.un.org/en/working_gro…      

#AI #datacontracts

Next week my book will be Book of the Week on DataTalks.club! Join us and 𝘈𝘴𝘬 𝘔𝘦 𝘈𝘯𝘺𝘵𝘩𝘪𝘯𝘨, with 𝗳𝗿𝗲𝗲 𝗯𝗼𝗼𝗸𝘀 for the best questions! 👉 See datatalks.club/books/20230807… for more details and to join the Slack channel! #datacontracts #dataquality

andrewrjones's tweet image. Next week my book will be Book of the Week on DataTalks.club!

Join us and 𝘈𝘴𝘬 𝘔𝘦 𝘈𝘯𝘺𝘵𝘩𝘪𝘯𝘨, with 𝗳𝗿𝗲𝗲 𝗯𝗼𝗼𝗸𝘀 for the best questions!

👉 See datatalks.club/books/20230807…  for more details and to join the Slack channel!

#datacontracts #dataquality

Our latest release! Order now shroffpublishers.com/books/97893554… Implementing Data Mesh: Design, Build, and Implement #Datacontracts, #DataProducts, and #DataMesh by @jgperrin, @ericmbroda It provides practical advice supported by code. #datascientist #datascience #shroffpublishers

shroffpub's tweet image. Our latest release! Order now shroffpublishers.com/books/97893554…
Implementing Data Mesh:
Design, Build, and  Implement #Datacontracts, #DataProducts, and #DataMesh by @jgperrin, @ericmbroda 
It provides practical advice supported by code.
#datascientist #datascience   #shroffpublishers

Stop data chaos in microservices! 🚀 Data inconsistency is a silent killer. This guide teaches implementing robust data contracts: schema, validation, ownership for rock-solid data integrity. vroble.com/2025/11/unlock… #Microservices #DataContracts #DataQuality #DevOps


Involved in research data contracting? 📢 Help improve the data contracting process by joining Project ACCoRD's online workshop. Share your insights and hurdles. 🗓️ November 10 | 🕐 10am - 12.30pm 🔗 buff.ly/4ijIpH6 #DataContracts #ResearchData #DRI #contracts

eventbrite.co.uk

ACCoRD - A Community for Contract Regulation for Data - Online Focus Group

Join us at ACCoRD's first Online Focus Group, and help build a community around research data contracting


Calling all voices in the research data contracting field! 📢 Help enhance the data contracting process by joining Project ACCoRD's workshop. Share your insights and hurdles. 🗓️ October 22 | 🕐 1–5 PM, London 🔗 buff.ly/cQraJW5 #DataContracts #ResearchInsights #contracts


Data contracts & data products aren’t just theory—they’re the backbone of modern data ecosystems. This hands-on series shows how to build, version & govern with open standards. #DataContracts #DataProducts #DataGovernance #DataIntelligence sprou.tt/1d76DSQGpTp


Data contracts & data products aren’t just theory—they’re the backbone of modern data ecosystems. This hands-on series shows how to build, version & govern with open standards. #DataContracts #DataProducts #DataGovernance #DataIntelligence sprou.tt/1DpHg2bGSII


Data contracts & data products aren’t just theory—they’re the backbone of modern data ecosystems. This hands-on series shows how to build, version & govern with open standards. #DataContracts #DataProducts #DataGovernance #DataIntelligence sprou.tt/1OivzLNl5ZC


More tools won’t save your data team. Contracts will. They: ✅ Define expectations ✅ Prevent silent breakages ✅ Cut rework & firefighting Start with clarity → then automate. #DataContracts #DataEngineering #DataQuality bit.ly/4gsNm8B


Version 1.9 features significant UI/UX enhancements to further enhance your productivity. This short video demonstrates those updates associated with Data Quality. Watch here: buff.ly/8OXJ3jr #openmetadata #datacontracts #DataDiscovery #datamesh

open_metadata's tweet image. Version 1.9 features significant UI/UX enhancements to further enhance your productivity. This short video demonstrates those updates associated with Data Quality. 

Watch here: buff.ly/8OXJ3jr 

#openmetadata #datacontracts #DataDiscovery #datamesh

AIMindUpdate News! Tired of data-related outages? Data contracts are the future! Find out how to move data quality upstream and ship faster. #DataContracts #ShiftLeft #DataManagement Click here↓↓↓ aimindupdate.com/2025/07/19/dat…

Infinit18575448's tweet image. AIMindUpdate News! 
 Tired of data-related outages? Data contracts are the future! Find out how to move data quality upstream and ship faster. #DataContracts #ShiftLeft #DataManagement 

Click here↓↓↓
 aimindupdate.com/2025/07/19/dat…

📦 Catch bad data early—don’t fight fires later. Errors missed upstream snowball: Costly hunts, re-runs, finance fixes, lost trust. Stop them at the source & save time, money, and focus. #DataQuality #ProcurementTech #DataContracts #Sensecloud #DigitalOps

sensecloudinc's tweet image. 📦 Catch bad data early—don’t fight fires later. 

Errors missed upstream snowball: 
Costly hunts, re-runs, finance fixes, lost trust. Stop them at the source & save time, money, and focus.

#DataQuality #ProcurementTech #DataContracts #Sensecloud #DigitalOps

AIMindUpdate News! Data disasters cost time & money. The solution? Shift data left! Data contracts catch issues before deployment, saving you from sleepless nights. #DataContracts #ShiftLeft #DataQuality Click here↓↓↓ aimindupdate.com/2025/07/18/shi…

Infinit18575448's tweet image. AIMindUpdate News! 
 Data disasters cost time & money. The solution? Shift data left! Data contracts catch issues before deployment, saving you from sleepless nights. #DataContracts #ShiftLeft #DataQuality 

Click here↓↓↓
 aimindupdate.com/2025/07/18/shi…

Vague contract terms = CCPA non-compliance. We rewrite your vendor contracts with legally required purpose-specific language. 📧 Get a free review: curatedprivacy.com 👍 Follow us for more tips #CCPACompliance #DataContracts #PrivacyLaw #BusinessPrivacy #CuratedPrivacy

CuratedPrivacy's tweet image. Vague contract terms = CCPA non-compliance. We rewrite your vendor contracts with legally required purpose-specific language.
📧 Get a free review:  curatedprivacy.com
👍 Follow us for more tips
#CCPACompliance #DataContracts #PrivacyLaw #BusinessPrivacy #CuratedPrivacy

Qryptum simplifies data transactions with Data Contracts, ensuring data ownership, security, and compliance. Smart agreements power secure data exchanges for a decentralized future. 🌐🔒 #datacontracts #dataownership #blockchain #qryptum #smartcontracts #securedata #web3


Data Contracts on Qryptum automate trust by securely defining data access and usage, giving you full control without intermediaries. Discover how smart agreements power a transparent and compliant decentralized data economy. #Qryptum #DataContracts #DecentralizedData #Web3

qryptum's tweet image. Data Contracts on Qryptum automate trust by securely defining data access and usage, giving you full control without intermediaries.

Discover how smart agreements power a transparent and compliant decentralized data economy. 

#Qryptum #DataContracts #DecentralizedData #Web3

Learn about data contracts in 48 minutes! On Big Data Talks, host Jan-Willem Middelburg interviews Andrew Jones (15+ yrs in data infrastructure) about scalable architectures, ML/AI, data quality & more. Watch: zurl.co/hKugb #DASCIN #DataContracts #BigData

dascin_official's tweet image. Learn about data contracts in 48 minutes! 

On Big Data Talks, host Jan-Willem Middelburg interviews Andrew Jones (15+ yrs in data infrastructure) about scalable architectures, ML/AI, data quality & more. 

Watch: zurl.co/hKugb

#DASCIN #DataContracts #BigData

What’s stopping your data from being AI-ready? Join our 10:30 workshop today at #DISummit2030 to learn about #DataContracts to manage data for operational use and AI apps. Then join our sessions on Actian Zeenea at 12:30 and the data racetrack at 2:50. bit.ly/3v2Mft2

ActianCorp's tweet image. What’s stopping your data from being AI-ready? Join our 10:30 workshop today at #DISummit2030 to learn about #DataContracts to manage data for operational use and AI apps. 

Then join our sessions on Actian Zeenea at 12:30 and the data racetrack at 2:50. 

bit.ly/3v2Mft2
ActianCorp's tweet image. What’s stopping your data from being AI-ready? Join our 10:30 workshop today at #DISummit2030 to learn about #DataContracts to manage data for operational use and AI apps. 

Then join our sessions on Actian Zeenea at 12:30 and the data racetrack at 2:50. 

bit.ly/3v2Mft2

Join Actian at Data Innovation Summit to see hidden reasons AI projects fail & how to ensure success on 5/7 at 10:40. Also join our workshop to build and scale data architectures with #DataContracts on 5/8 at 10:30. Register for the event: bit.ly/3I4OEpO #DISummit2030


𝐓𝐨𝐩 5 𝐌𝐢𝐬𝐭𝐚𝐤𝐞𝐬 𝐎𝐫𝐠𝐚𝐧𝐢𝐳𝐚𝐭𝐢𝐨𝐧𝐬 𝐌𝐚𝐤𝐞 𝐖𝐡𝐞𝐧 𝐃𝐞𝐬𝐢𝐠𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐈𝐦𝐩𝐥𝐞𝐦𝐞𝐧𝐭𝐢𝐧𝐠 𝐃𝐚𝐭𝐚 𝐂𝐨𝐧𝐭𝐫𝐚𝐜𝐭𝐬 𝐖𝐢𝐭𝐡𝐢𝐧 𝐃𝐚𝐭𝐚 𝐆𝐨𝐯𝐞𝐫𝐧𝐚𝐧𝐜𝐞 foxconsulting.co/post/top-5-mis… #datacontracts #datagovernance


All I ask some upstream guarantees via data contracts. Why it’s so hard? A data engineers 😭 #dataengineering #DataContracts

ananthdurai's tweet image. All I ask some upstream guarantees via data contracts. Why it’s so hard? A data engineers 😭 
#dataengineering #DataContracts

Chad introducing the Maturity Curve of #DataContracts It all starts with Awareness | @CSandersonData @DataCouncilAI #datacouncil

RickSaporta's tweet image. Chad introducing the Maturity Curve of #DataContracts  It all starts with Awareness | @CSandersonData  @DataCouncilAI  #datacouncil
RickSaporta's tweet image. Chad introducing the Maturity Curve of #DataContracts  It all starts with Awareness | @CSandersonData  @DataCouncilAI  #datacouncil

𝗪𝗵𝗮𝘁 𝗔𝗿𝗲 𝗗𝗮𝘁𝗮 𝗖𝗼𝗻𝘁𝗿𝗮𝗰𝘁𝘀? Grasp the essence of data contracts: blog.vidalico.com/what-are-data-… #DataEngineering #DataContracts #DataAnalytics #DigitalTransformation #APIs #DataManagement #DataStrategy #VidalicoDigital

vidalicodigital's tweet image. 𝗪𝗵𝗮𝘁 𝗔𝗿𝗲 𝗗𝗮𝘁𝗮 𝗖𝗼𝗻𝘁𝗿𝗮𝗰𝘁𝘀?

Grasp the essence of data contracts:

blog.vidalico.com/what-are-data-…

#DataEngineering #DataContracts #DataAnalytics #DigitalTransformation #APIs #DataManagement #DataStrategy #VidalicoDigital

📖 New chapter: Evolution of Schema Change and database change management. > #SchemaEvolution: Managing database changes while preserving integrity > #NoSQL: Flexible schemas; speed over consistency > #DataContracts: Producer-consumer agreements with automated validation…

sspaeti's tweet image. 📖 New chapter: Evolution of Schema Change and database change management.

> #SchemaEvolution: Managing database changes while preserving integrity
> #NoSQL: Flexible schemas; speed over consistency
> #DataContracts: Producer-consumer agreements with automated validation…

🚀 Dive deep into #metadata and #datacontracts for #apachekafka with us! 🤩 Can't wait to see you! #current2023 #current23

DataHubCloud's tweet image. 🚀 Dive deep into #metadata and #datacontracts for #apachekafka with us! 

🤩 Can't wait to see you! 

#current2023 #current23

Working Group IV (Electronic Commerce) continues its exploratory work related to data contracts at its session this week in New York. Documents are available here (provisional agenda, working papers, etc.)➡️ uncitral.un.org/en/working_gro… #UNCITRAL #AI #datacontracts

annajoubinbret's tweet image. Working Group IV (Electronic Commerce)  continues its exploratory work related to data contracts at its session this week in New York. 

Documents are available here (provisional agenda, working papers, etc.)➡️ uncitral.un.org/en/working_gro… 

#UNCITRAL #AI #datacontracts

Working Group IV (Electronic Commerce) of #UNCITRAL continues its work related to data contracts at its session this week in Vienna. Documents are available here (provisional agenda, working papers, etc.)➡️ uncitral.un.org/en/working_gro… #AI #datacontracts

annajoubinbret's tweet image. Working Group IV (Electronic Commerce) of #UNCITRAL continues its work related to data contracts at its  session this week in Vienna. 

Documents are available here (provisional agenda, working papers, etc.)➡️ uncitral.un.org/en/working_gro…      

#AI #datacontracts

Schema drift is inevitable in streaming data. Consciously designed data contracts can encapsulate stream consumers from schema changes. @gunnarmorling explains how to implement data contracts in CDC and Stream Processing contexts. #DataContracts buff.ly/3QRskEc

dunithd's tweet image. Schema drift is inevitable in streaming data. Consciously designed data contracts can encapsulate stream consumers from schema changes.
 
@gunnarmorling explains how to implement data contracts in CDC and Stream Processing contexts. 

#DataContracts

buff.ly/3QRskEc

Our latest release! Order now shroffpublishers.com/books/97893554… Implementing Data Mesh: Design, Build, and Implement #Datacontracts, #DataProducts, and #DataMesh by @jgperrin, @ericmbroda It provides practical advice supported by code. #datascientist #datascience #shroffpublishers

shroffpub's tweet image. Our latest release! Order now shroffpublishers.com/books/97893554…
Implementing Data Mesh:
Design, Build, and  Implement #Datacontracts, #DataProducts, and #DataMesh by @jgperrin, @ericmbroda 
It provides practical advice supported by code.
#datascientist #datascience   #shroffpublishers

This should be in a wiki so it can be exemplified concretely and connected to #digitalworkflow-s of scientists and engineers as well as to existing approaches that realize these requirements. Like work in #datacontracts, for example

semanticbeeng's tweet image. This should be in a wiki so it can be exemplified concretely and connected to #digitalworkflow-s of scientists and engineers as well as to existing approaches that realize these requirements.

Like work in #datacontracts, for example

A #SemanticLayer needs a data schema language that can 1. subsume existing schema languages: json, avro, etc 2. abstract over data formats (delay conversions) 3. use a generative approach towards existing schema dialects, #GPL-s & frameworks linkml.io/linkml/faq/why… #SmartData

semanticbeeng's tweet image. A #SemanticLayer needs a data schema language that can
1. subsume existing schema languages: json, avro, etc
2. abstract over data formats (delay conversions)
3. use a generative approach towards existing schema dialects, #GPL-s & frameworks
linkml.io/linkml/faq/why…
#SmartData
semanticbeeng's tweet image. A #SemanticLayer needs a data schema language that can
1. subsume existing schema languages: json, avro, etc
2. abstract over data formats (delay conversions)
3. use a generative approach towards existing schema dialects, #GPL-s & frameworks
linkml.io/linkml/faq/why…
#SmartData


⭐ Session Details: ⏰ Oct 19 @ 12:30 pm 🔗 coalesce.getdbt.com/agenda/shift-l… 📘 What you'll learn: How to seamlessly integrate #datacontracts with #DataHub and fortify your dbt architecture, while discovering the potential of the Control Plane for Data! #dbtCoalesce #AcrylData

DataHubCloud's tweet image. ⭐ Session Details:

⏰ Oct 19 @ 12:30 pm
🔗  coalesce.getdbt.com/agenda/shift-l…

📘 What you'll learn:
How to seamlessly integrate #datacontracts with #DataHub and fortify your dbt architecture, while discovering the potential of the Control Plane for Data!

#dbtCoalesce #AcrylData

On stage right now at #current24 is @gunnarmorling with his session about a very important topic: #DataContracts and how not to break encapsulation when doing #ChangeDataCapture.

hpgrahsl's tweet image. On stage right now at #current24 is @gunnarmorling with his session about a very important topic:  #DataContracts and how not to break encapsulation when doing #ChangeDataCapture.
hpgrahsl's tweet image. On stage right now at #current24 is @gunnarmorling with his session about a very important topic:  #DataContracts and how not to break encapsulation when doing #ChangeDataCapture.
hpgrahsl's tweet image. On stage right now at #current24 is @gunnarmorling with his session about a very important topic:  #DataContracts and how not to break encapsulation when doing #ChangeDataCapture.

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