BEGIN:VCALENDAR PRODID;X-RICAL-TZSOURCE=TZINFO:-//Calagator//EN CALSCALE:GREGORIAN X-WR-CALNAME:Calagator METHOD:PUBLISH VERSION:2.0 BEGIN:VTIMEZONE TZID;X-RICAL-TZSOURCE=TZINFO:America/Los_Angeles BEGIN:STANDARD DTSTART:20211107T020000 RDATE:20211107T020000 RDATE:20221106T020000 RDATE:20231105T020000 RDATE:20241103T020000 TZOFFSETFROM:-0700 TZOFFSETTO:-0800 TZNAME:PST END:STANDARD BEGIN:DAYLIGHT DTSTART:20220313T020000 RDATE:20220313T020000 RDATE:20230312T020000 RDATE:20240310T020000 TZOFFSETFROM:-0800 TZOFFSETTO:-0700 TZNAME:PDT END:DAYLIGHT END:VTIMEZONE BEGIN:VEVENT CREATED;VALUE=DATE-TIME:20220223T210956Z DTEND;TZID=America/Los_Angeles;VALUE=DATE-TIME:20220310T173000 DTSTART;TZID=America/Los_Angeles;VALUE=DATE-TIME:20220310T163000 DTSTAMP;VALUE=DATE-TIME:20220223T210956Z LAST-MODIFIED;VALUE=DATE-TIME:20220309T211343Z UID:http://calagator.org/events/1250478091 DESCRIPTION:Presented by Ryan Wright\, Founder\, thatdot.com \;\nAbstr act \;\n \;\nThis talk will introduce Quine: a brand new open sour ce “streaming graph interpreter” meant as a new fundamental infrastructu re component to address major challenges in data engineering and simplif y enterprise data pipelines. \;\n \;\nQuine fits in between the wo rld of databases and stream processing systems. As data streams in from Kafka\, Kinesis\, etc.\, Quine builds it into a graph. Then using “stand ing queries”—queries that live inside the graph and efficiently propagat e—it finds matches to complex patterns in the graph and streams the resu lts out right away. Quine maintains a stateful representation of all dat a streamed through (like a database) so that complex results are built f rom the combination of new streaming data and potentially very old data— all without having to manage any time windows. Since the graph is fully versioned\, you can always query for what the data used to be\, at any h istorical moment. Quine is meant to be a complete package of everything that lives between two Kafka topics: high-volume events stream in\, and highly-meaningful interpreted results stream out. \;\n \;\nIn this talk\, we will explain the how Quine works under the hood\, discuss som e of the interesting and brain-bending challenges we had to confront in order to create it\, and show some uses cases to illustrate why it’s imp ortant for modern data pipelines. Quine implements a property-graph data model on top of an asynchronous graph computational model. It’s like Pr egel with Actors. Each node is capable of performing arbitrary computati on\, so we can bake in some powerful capabilities deep in the graph\; an d then package it up for easy use into user-contributed “recipes” availa ble in the Github repo. Quine is free and open and the repo will be publ icly available in February\, and actively supported by thatDot and the c ommunity. \;\n \;\nWhat You Will Learn \;\nThis talk will intro duce Quine: a brand new open source “streaming graph interpreter” meant as a new fundamental infrastructure component to address major challenge s in data engineering and simplify enterprise data pipelines. \;\n 3\;\nRSVP for Google Meet or Zoom link \;\n \;\nCost \;\nFree! (suggested donation $5-15 for non-members) \;\n \;\nIf you’ve paid any Data PDX/DAMA membership dues during 2019-2021 or are an employee o f a corporate member\, please choose Member RSVP. \;\n \;\nWhere&# 13\;\n \;\nRSVP for Google or Zoom link \;\n \;\nDate – Thursda y\, March 10th \;\n \;\nTime – 4:30pm – 5:30pm \;\n\n\nTags: da tapdx\, DAMA\, data\, quine\, graphdb\, streaming\n\nImported from: http ://calagator.org/events/1250478091 URL:https://datapdx.org/2022/02/23/march-2022-quine-a-streaming-graph-for -modern-data-pipelines/ SUMMARY:Data PDX: Quine\, A Streaming Graph for Modern Data Pipelines LOCATION:Google Meet: false SEQUENCE:3 END:VEVENT BEGIN:VEVENT CREATED;VALUE=DATE-TIME:20220326T003758Z DTEND;TZID=America/Los_Angeles;VALUE=DATE-TIME:20220421T173000 DTSTART;TZID=America/Los_Angeles;VALUE=DATE-TIME:20220421T163000 DTSTAMP;VALUE=DATE-TIME:20220326T003758Z LAST-MODIFIED;VALUE=DATE-TIME:20220326T003758Z UID:http://calagator.org/events/1250478134 DESCRIPTION: - What problems do data catalogs solve? \;\n - Compliance \, governance\, analyst productivity\, cloud migration \;\n - What ar e typical data catalog functionalities and what to look for \;\n - De mo from perspective of knowledge worker \;\n - Q&\;A \;\n\n\nTa gs: DAMA\, datapdx\, datacatalog\, data\, enterprise\n\nImported from: h ttp://calagator.org/events/1250478134 URL:https://datapdx.org/2022/03/25/april-2022-enterprise-data-catalogs/ SUMMARY:Data PDX: Enterprise Data Catalogs with Alation LOCATION:Virtual: false SEQUENCE:1 END:VEVENT BEGIN:VEVENT CREATED;VALUE=DATE-TIME:20220326T004041Z DTEND;TZID=America/Los_Angeles;VALUE=DATE-TIME:20220519T130000 DTSTART;TZID=America/Los_Angeles;VALUE=DATE-TIME:20220519T120000 DTSTAMP;VALUE=DATE-TIME:20220326T004041Z LAST-MODIFIED;VALUE=DATE-TIME:20220326T004041Z UID:http://calagator.org/events/1250478135 DESCRIPTION:Presenters \;\n \;\nMike Phillips – Vice president of I ntegrated Solutions\, SLG Innovation. Co-Chair of the NIEM State\, Local \, Territorial and Trible Tiger Team. \;\n \;\nKatherine Escobar – Deputy Division Chief\, Data and Services Division\, Cyber and Command\ , Control\, Communications and Computers Integration (DD C5I)\, Joint St aff J6 \;\n \;\nPaul K. Wormeli – Innovation Strategist\, Wormeli Consulting\, LLC – Co-Chair of the NIEM State\, Local\, Territorial and Trible Tiger Team. \;\n \;\n \;\nAbstract \;\n \;\nAn org anization’s ability to effectively serve its customers hinges on the ava ilability of current\, accurate\, and relevant information. The National Information Exchange Model (NIEM) is a community-driven\, standards-bas ed approach to exchanging information. Diverse communities can collectiv ely leverage NIEM to increase efficiencies and improve decision-making.& #13\;\n \;\nNIEM is a common vocabulary that enables efficient inform ation exchange across diverse public and private organizations. NIEM can save time and money by providing consistent\, reusable data definitions and reusable processes. NIEM is available to everyone\, including both public and private organizations. \;\n \;\nNIEM includes a data mo del\, governance\, training\, tools\, technical support services\, and a n active community to assist users in adopting a standards-based approac h to exchanging data. \;\n \;\nWhat You Will Learn \;\n \;\n This session will provide you with a NIEM overview and some practical ap plications.\n\nTags: DAMA\, datapdx\, data\, enterprise\, dataexchange\, datamodel\, enterprisedata\, datamanagement\n\nImported from: http://ca lagator.org/events/1250478135 URL:https://datapdx.org/2022/03/25/may-2022-niem-the-grand-translator-for -data-exchange/ SUMMARY:Data PDX: NIEM – The Grand Translator for Data Exchange LOCATION:Virtual: false SEQUENCE:1 END:VEVENT BEGIN:VEVENT CREATED;VALUE=DATE-TIME:20230509T160244Z DTEND;TZID=America/Los_Angeles;VALUE=DATE-TIME:20230519T130000 DTSTART;TZID=America/Los_Angeles;VALUE=DATE-TIME:20230519T120000 DTSTAMP;VALUE=DATE-TIME:20230509T160244Z LAST-MODIFIED;VALUE=DATE-TIME:20230509T160244Z UID:http://calagator.org/events/1250480519 DESCRIPTION:Karen Lopez\, Data Evangelist for InfoAdvisors\, Space Enthus iast\, &\; TeamData Coach \;\n \;\nKaren is a senior project ma nager and architect with an extensive background in development processe s and information management. She specializes in taking practical approa ches to systems development. She has 20+ years of public speaking (keyno tes\, speeches\, and demonstrations). She wants attendees to have fun\, gain insights and take away inspiration for working with new technologie s and methods. \;\n \;\nShe’s known for her slightly irreverent an d practical approach to IT training and speaking. She wants you to be pa rt of #TEAMDATA. \;\n \;\n \;\nAbstract \;\n \;\nModern d atabase systems have introduced more support for security\, privacy\, an d compliance over the last few years. We expect this to increase as comp liance issues such as GDPR and other data compliance challenges arise. I n this session\, Karen will be discussing the newer features from a data modelers/database designers' point of view\, including: \;\n \;\n Data Masking \;\nEnd-to-End encryption \;\nRow Level Security \ ;\nNew Data Types \;\nData Categorization and Classification \;\n& #13\;\nWhat You Will Learn \;\n \;\nWe'll look at the new database and modeling tool features\, why you should consider them\, where they work\, where they don't. We will also discuss how to negotiate on behalf of data protection in a world of Agile\, MVP\, Lean and DevOps. \;\n \;\nCost \;\n \;\nFree! \;\n \;\nIf you’ve paid any Data PDX or DAMA membership dues during 2019-2021 or are an employee of a co rporate member\, please choose Member RSVP. \;\n \;\nWhere \;\n \;\nRSVP for join code\, this is an VIRTUAL event via Google Meet 3\;\nDate – Friday\, May\, 19th \;\nNoon – 1pm\n\nTags: data\, datamo deling\, security\, DAMA\, datapdx\n\nImported from: http://calagator.or g/events/1250480519 URL:https://datapdx.org/2023/05/08/may-2023-data-modeling-for-security-an d-compliance/ SUMMARY:Data PDX: "Data Modeling for Security and Compliance" with Karen Lopez LOCATION:Google Meet: false SEQUENCE:2 END:VEVENT BEGIN:VEVENT CREATED;VALUE=DATE-TIME:20230629T165100Z DTEND;TZID=America/Los_Angeles;VALUE=DATE-TIME:20230720T130000 DTSTART;TZID=America/Los_Angeles;VALUE=DATE-TIME:20230720T120000 DTSTAMP;VALUE=DATE-TIME:20230629T165100Z LAST-MODIFIED;VALUE=DATE-TIME:20230629T165100Z UID:http://calagator.org/events/1250480577 DESCRIPTION:Valerie Calvo is a Data Governance Manager for CBRE Investmen t Management\, joining the firm in 2022. She directly supports data-driv en ambitions by setting and realizing the firm’s Data Governance strateg y and championing data democratization. In this role\, she is responsibl e for ensuring consistent practices while creating processes for metadat a management\, reference data\, and data quality management. \;\n \;\nImmediately prior to joining CBRE IM\, Valerie led a team responsibl e for the design and implementation of semantic models\, reference data\ , taxonomies\, and master data inventories as well as the enterprise ado ption of data management practices at Bloomberg LP. \;\n \;\nValer ie is an attorney admitted to practice in New York &\; New Jersey\, g raduating from the University of Miami School of Law and Rutgers College . She also holds Certificates in the Data Management Capability Assessme nt Model (DCAM) v2.2 (EDM Council) and Advanced Data Analytics (General Assembly). \;\n \;\nAbstract \;\n \;\nConsiderable time and effort are devoted to developing and executing a data governance strateg y. \;\nHowever\, effective\, and sustained communication is an often- overlooked critical factor. To formalize and foster a data-driven progra m and culture\, organizations must remember to communicate clearly and o ften to drive buy-in and promote a two-way governance dialogue. \;\n& #13\;\nIn this talk we’ll cover: \;\n \;\nWhy DG communication is important at all stages from program kick-off to business-as-usual\; \;\n \;\n - Different types of DG communication \;\n - Components of CLEAR communication with examples to use in your own organization \;\n \;\nCreative \;\nLingo-free \;\nEfficient \;\nApplicabl e \;\nRegular \;\n \;\n \;\nWhere \;\n \;\nRSVP for jo in code\, this is an VIRTUAL event via Google Meet \;\n \;\nDate – Thursday\, July 20th \;\n \;\nNoon – 1pm\n\nTags: data\, datagove rnance\, communication\, security\, DAMA\, datapdx\, governance\n\nImpor ted from: http://calagator.org/events/1250480577 URL:https://datapdx.org/2023/06/22/july-2023-data-governance-communicatio n-making-it-clear/ SUMMARY:Data PDX: "Data Governance Communication-Making it CLEAR" with Va lerie Calvo LOCATION:Google Meet: false SEQUENCE:1 END:VEVENT BEGIN:VEVENT CREATED;VALUE=DATE-TIME:20230726T053252Z DTEND;TZID=America/Los_Angeles;VALUE=DATE-TIME:20230803T130000 DTSTART;TZID=America/Los_Angeles;VALUE=DATE-TIME:20230803T120000 DTSTAMP;VALUE=DATE-TIME:20230726T053252Z LAST-MODIFIED;VALUE=DATE-TIME:20230726T053252Z UID:http://calagator.org/events/1250480624 DESCRIPTION:Valerie Calvo is a Data Governance Manager for CBRE Investmen t Management\, joining the firm in 2022. She directly supports data-driv en ambitions by setting and realizing the firm’s Data Governance strateg y and championing data democratization. In this role\, she is responsibl e for ensuring consistent practices while creating processes for metadat a management\, reference data\, and data quality management. \;\n \;\nImmediately prior to joining CBRE IM\, Valerie led a team responsibl e for the design and implementation of semantic models\, reference data\ , taxonomies\, and master data inventories as well as the enterprise ado ption of data management practices at Bloomberg LP. \;\n \;\nValer ie is an attorney admitted to practice in New York &\; New Jersey\, g raduating from the University of Miami School of Law and Rutgers College . She also holds Certificates in the Data Management Capability Assessme nt Model (DCAM) v2.2 (EDM Council) and Advanced Data Analytics (General Assembly). \;\n \;\nAbstract \;\n \;\nConsiderable time and effort are devoted to developing and executing a data governance strateg y. \;\nHowever\, effective\, and sustained communication is an often- overlooked critical factor. To formalize and foster a data-driven progra m and culture\, organizations must remember to communicate clearly and o ften to drive buy-in and promote a two-way governance dialogue. \;\n& #13\;\nIn this talk we’ll cover: \;\n \;\nWhy DG communication is important at all stages from program kick-off to business-as-usual\; \;\n \;\n - Different types of DG communication \;\n - Components of CLEAR communication with examples to use in your own organization \;\n \;\nCreative \;\nLingo-free \;\nEfficient \;\nApplicabl e \;\nRegular \;\n \;\n \;\nWhere \;\n \;\nRSVP for jo in code\, this is an VIRTUAL event via Google Meet \;\n\n\nTags: data \, datagovernance\, communication\, security\, DAMA\, datapdx\, governan ce\n\nImported from: http://calagator.org/events/1250480624 URL:https://datapdx.org/2023/06/22/july-2023-data-governance-communicatio n-making-it-clear/ SUMMARY:(RESCHEDULED) Data PDX: "Data Governance Communication-Making it CLEAR" with Valerie Calvo LOCATION:Google Meet: false SEQUENCE:1 END:VEVENT BEGIN:VEVENT CREATED;VALUE=DATE-TIME:20230827T210338Z DTEND;TZID=America/Los_Angeles;VALUE=DATE-TIME:20230921T130000 DTSTART;TZID=America/Los_Angeles;VALUE=DATE-TIME:20230921T120000 DTSTAMP;VALUE=DATE-TIME:20230827T210338Z LAST-MODIFIED;VALUE=DATE-TIME:20230827T210338Z UID:http://calagator.org/events/1250480668 DESCRIPTION:Speakers \;\n \;\nMike Meriton\, Co-Founder of EDM Coun cil \;\n \;\nMike is a Co-Founder of the EDM Council and served as the first Chairman and active Board member since inception in 2005. Mik e joined in 2015 as a Senior Advisor\, promoted to COO in 2020\, to lead Industry Engagement strategy\, new member services and Council Operatio ns. \;\n \;\nPreviously\, Mike was the CEO of GoldenSource and hel d key executive roles at CheckFree (Fiserv)\, D&\;B and Oracle. \; \n \;\n \;\n \;\nJim Halcomb\, Head of Product Management of ED M Council \;\n \;\nJim is Head of Product Management for the EDM C ouncil. He is a strategy\, data management\, and cybersecurity executive with 30 years of international business experience. \;\nJim has work ed with the Council since its inception in 2005\, eventually leading the initial research and development of the DCAM from late 2011 to 2014. 3\;\n \;\n \;\nAbstract \;\n \;\nAcross all industries\, fir ms are embracing cloud technologies to advance their digital transformat ion and business strategies. Yet there is a gap in understanding and app lying the optimal data management capabilities required for successfully migrating and managing sensitive data in the cloud\, and leveraging the cloud for data enablement to drive business value across the enterprise . \;\n \;\nTo address this issue\, the EDM Council formed the Clou d Data Management Capabilities (“CDMC”) working group. The CDMC working group was managed by the EDM Council and co-chaired by Morgan Stanley an d LSEG\, with participation from the world’s top Cloud Service Providers (CSPs) AWS\, Microsoft Azure\, Google Cloud\, IBM and 100+ leading cros s-industry firms. CDMC v1.1 was released September 2021 and is now avail able to all companies and establishes a data risk governance and control framework for cloud\, multi and hybrid cloud environments. \;\n \ ;\nThis discussion will dive into: \;\n \;\n - What are the value drivers for CDMC? \;\n - What results and progress are firms seeing b y using CDMC? \;\n - How does CDMC help with managing sensitive data in the cloud? \;\n - What role does CDMC play in driving digital tran sformation? \;\n - How does CDMC help CSP’s and other Technology prov iders? \;\n - How does CDMC help accelerate trusted cloud adoption?&# 13\;\n \;\n \;\n \;\n \;\nWhere \;\n \;\nRSVP for join code\, this is an VIRTUAL event via Google Meet\n\nTags: data\, datagov ernance\, communication\, cloud\, DAMA\, datapdx\, governance\, trust\n\ nImported from: http://calagator.org/events/1250480668 URL:https://datapdx.org/2023/08/22/september-2023-accelerating-trusted-cl oud-adoption-with-cdmc-with-edm-council/ SUMMARY:Data PDX: "Accelerating Trusted Cloud Adoption with CDMC" with th e EDM Council LOCATION:Google Meet: false SEQUENCE:2 END:VEVENT BEGIN:VEVENT CREATED;VALUE=DATE-TIME:20230929T211800Z DTEND;TZID=America/Los_Angeles;VALUE=DATE-TIME:20231019T130000 DTSTART;TZID=America/Los_Angeles;VALUE=DATE-TIME:20231019T120000 DTSTAMP;VALUE=DATE-TIME:20230929T211800Z LAST-MODIFIED;VALUE=DATE-TIME:20230929T211800Z UID:http://calagator.org/events/1250480712 DESCRIPTION:Keith Belanger\, SqlDBM Product Evangelist \;\n \;\nKei th Belanger has over 27 years experience in the Data Architecture space and started his journey as a Data Modeler in the OLTP space and eventual ly migrated over to the OLAP space. He has had many roles over the year s including ETL Development\, BI Administration\, DBA &\; Data Archit ecture. He was the Senior Data Architect and Director of Data Architect ure for a Fortune 100 P&\;C Insurance Company. He also has consulted many companies in many verticals on their Data Modernization strategies. Keith is expert in Kimball (Star Schema) &\; Data Vault 2.0 soluti on strategies. Recognized Snowflake Data Superhero and board member of the Data Vault North America User Group. \;\n \;\nAbstract \;\n In this presentation we will explore the benefits of top-down modeling a pproaches and emphasize the value of top-down modeling in data warehousi ng and highlight the importance of ontologies. We will discuss "\;wh y"\; top-down models should be considered\, "\;how"\; to de velop these models and apply it to your data warehousing initiatives. U ltimately\, encouraging the adoption of top-down modeling as a flexible and forward-looking approach that can better meet the evolving needs of businesses while delivering tangible value. \;\n \;\nRSVP for Goo gle Meet link to be sent in advance\, and available on the Eventbrite On line Event Page.\n\nTags: data\, datagovernance\, datamodels\, databases \, datamodeling\, cloud\, DAMA\, datapdx\, governance\n\nImported from: http://calagator.org/events/1250480712 URL:https://datapdx.org/2023/09/29/october-2023-benefits-of-top-down-data -modeling/ SUMMARY:Data PDX: "Benefits of Top-down Data Modeling" with SqlDBM LOCATION:Google Meet: false SEQUENCE:1 END:VEVENT BEGIN:VEVENT CREATED;VALUE=DATE-TIME:20240821T004642Z DTEND;TZID=America/Los_Angeles;VALUE=DATE-TIME:20240919T130000 DTSTART;TZID=America/Los_Angeles;VALUE=DATE-TIME:20240919T120000 DTSTAMP;VALUE=DATE-TIME:20240821T004642Z LAST-MODIFIED;VALUE=DATE-TIME:20240821T004642Z UID:http://calagator.org/events/1250481269 DESCRIPTION:Semantic Layer Architecture: Top Applications and Implementat ion Approaches for Enterprise Data Management (with Real World Examples) \;\n \;\nOver the last decade\, we have seen some of the most ex citing innovations emerge within the enterprise knowledge and data manag ement spaces. Those innovations with real staying power have proven to d rive business outcomes and prioritize intuitive user engagement. Within this list are a semantic layer (for breaking the silos between knowledge and data) and of course\, generative AI (a topic that is often top of m ind on today’s strategic roadmaps). Both have one thing in common—they a re showing promise in addressing the age-old challenge of unlocking busi ness insights from organizational knowledge and data\, without the compl exities of expensive data\, system\, and content migrations. \;\n 3\;\nIn 2019\, Gartner published research emphasizing the end to “a sing le version of the truth” for data and knowledge management and that by 2 026\, “active metadata” will power over 50% of BI and analytics tools an d solutions to provide a structured and consistent approach to connectin g instead of consolidating data. \;\n \;\nBy employing semantic components and standards (through metadata\, business glossaries\, taxon omy/ontology\, and graph solutions)\, a semantic layer arms organization s with a framework to aggregate and connect siloed data/content\, explic itly provide business context for data\, and serve as the layer for expl ainable AI. \;\n \;\nThis session will present case studies that take a deep dive in the technical architecture of a Semantic Layer\, exp loring the components that enable semantic capabilities\, such as metada ta management\, data catalogs\, ontology/knowledge graphs and AI infrast ructure. The presentation will emphasize how these components interconne ct organizational knowledge and data assets\, enhancing systems like rec ommendation engines and semantic search and explore the top three common approaches we are seeing at play in order to weave this data and knowle dge layer into the fabric of enterprise architecture\, highlighting the applications and organizational considerations for each. \;\n \;\n \;\nSPEAKERS \;\n \;\nLulit Tesfaye is a Partner and the Vice President for Knowledge &\; Data Services and Engineering at Enterpri se Knowledge\, LLC.\, the largest global consultancy dedicated to Knowle dge and data management. Lulit brings over 15 years of experience leadin g global information and data management initiatives\, specializing in t echnologies and integrations. Lulit is most recently focused on employin g advanced Enterprise AI\, knowledge graphs\, and semantic layer capabil ities for optimizing enterprise data and information assets. \;\n \;\nUrmi Majumder is a Principal Architect at Enterprise Knowledge\, whe re she leads system architecture\, design\, and implementation of a broa d range of enterprise solutions. She has 15 years of experience leading the development of technical solutions in support of a wide variety of f ederal and commercial clients by integrating open-source\, SaaS\, and CO TS tools and establishing the connection between these tools and their b usiness users. Her diverse portfolio includes the design and developmen t of data-centric solutions\, including content management systems\, rec ord management systems\, knowledge portals\, search applications\, seman tic applications\, data catalogs\, and AI/ML applications\, both in the context of new system development and data modernization efforts. \;\ n\n\nTags: data\, datagovernance\, datamodels\, datamodeling\, cloud\, D AMA\, datapdx\, governance\, semanticlayer\n\nImported from: http://cala gator.org/events/1250481269 URL:https://datapdx.org/2024/08/20/september-2024-semantic-layer-architec ture/ SUMMARY:Data PDX: Semantic Layer Architecture: Top Applications and Imple mentation Approaches LOCATION:Google Meet: false SEQUENCE:1 END:VEVENT BEGIN:VEVENT CREATED;VALUE=DATE-TIME:20250202T205046Z DTEND;TZID=America/Los_Angeles;VALUE=DATE-TIME:20250220T170000 DTSTART;TZID=America/Los_Angeles;VALUE=DATE-TIME:20250220T160000 DTSTAMP;VALUE=DATE-TIME:20250202T205046Z LAST-MODIFIED;VALUE=DATE-TIME:20250202T205046Z UID:http://calagator.org/events/1250481757 DESCRIPTION:Speaker \;\n \;\nChristina Burnett\, T-Mobile \;\n&# 13\;\nChristina has over thirty years of experience in consulting\, data modeling\, software integration\, analysis\, and programming. She came to Data Governance late in her career\, but having a data-centric view o f software has been a common thread throughout her work. Her software de velopment background has given her a practical perspective on how to wor k with software development teams to improve Data Governance outcomes. C hristina has a B.S. in Computer Science from the University of Houston\, and an M.S. in Computer Science and Software Engineering from the Unive rsity of Washington Bothell. Christina is certified as a Collibra Expert Level 2. \;\n \;\nAbstract \;\n \;\nWe have shifted our foc us from governing data when an initiative is complete\, to beginning dat a governance during the design phase of the software development lifecyc le. We walk with our development teams to ensure that governance is bake d into the plan\, not an afterthought. We determine the level of governa nce that is needed for new data products during design. This ensures tha t the development teams are not surprised by our governance requirements \, reducing remediation\, and improving the quality of the data products from their inception. \;\n \;\nThis presentation will include: 3\;\n \;\nAn explanation of the Governance by Design framework \;\ nDemonstrations of workflows in Collibra to support the process \;\nC hange management for both the Data Governance team and the other impacte d groups \;\nRSVP required for entry ticket. This is a VIRTUAL event& #13\;\n \;\n\n\nTags: data\, datagovernance\, DAMA\, datapdx\, govern ance\, softwaredevelopment\n\nImported from: http://calagator.org/events /1250481757 URL:https://datapdx.org/2025/02/01/february-2025-data-governance-by-desig n/ SUMMARY:Data PDX: Data Governance by Design with Christina Burnett\, T-Mo bile LOCATION:Google Meet (RSVP for join code): false SEQUENCE:1 END:VEVENT END:VCALENDAR