Tietoja
I have worked in data management practitioner, consultant, researcher, and teacher roles…
Panokset
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You're considering short-term data governance projects. How can they benefit your organization?
I would recommend skipping measuring dimensions completely. They are important for terminology, but not really useful or relevant for practice. The dq dimension dashboards get forgotten and abandoned. You should explore type of dq problems that matter for business and data teams. Then find their root causes. Then create dq metricts that measure those relevant problems and hopefully at the granularity level of root cause. In this way, you get reports and alerts that matter and guide immediate reactions to help staff fix the problems. But in general, its good to start with small business relevant projects.
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You're responsible for data quality. How do you make sure your governance tools are up to the task?
These are not really functions data governance or its tools: data profiling, data cleansing, data validation, data monitoring, data lineage, data catalog, and so on. DAMA DMBOK 2.0. Data Governance represents an inherent separation of duty between oversight and execution. Data Governance is exercise of authority, control and shared decision-making over the management of data assets. Tools that execute data profiling, data cleansing, data validation, and such are data quality management tools. Tools that execute data lineage tracking, data asset cataloging, dictionaries, and similar are metadata management tools. Governance makes decisions on and monitors how these tools are applied -> oversight but not execution of management.
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You're in charge of data retention in healthcare. What tools will help you manage it best?
Priya Chandrasekaran already listed a good set of policies. I would add these: - data anonymization policy, ranging from pseudonymization to synthetization. - data sourcing policy, meaning practices to insourcing or outsourcing data between parties in your data ecosystem. In addition to policies, you might need: - a more abstract data management strategy to guide policy development. - more detailed reference models and design patterns that instruct how to handle topics mentioned in the policies. For example, pseudonymization design pattern helps to select correct methods for each class of source data that create different target class data sets, and guides how to validate and monitor that these methods have been applied correctly.
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How do you set data quality policies?
In the beginning, you need to understand your data quality needs - this I agree with. However, for other claims I do not agree much at all. 1. To understand data quality needs, one needs to understand business needs and challenges. After that you can decide on which processes, consumers and sources you should focus on and what kind of approaches you might need to achieve business relevant results. Do not waste time planning the boil the ocean projects by trying to document everything that exists now - focus on recognizing opportunities for improvement.
Toiminta
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Here's my 2024 LinkedIn Rewind 2024 reminded me that true AI leadership isn't just about technical excellence - it's about creating meaningful…
Here's my 2024 LinkedIn Rewind 2024 reminded me that true AI leadership isn't just about technical excellence - it's about creating meaningful…
Sami Laine tykkäsi
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Calling All Data Leaders! Mark your calendars: February 2025 brings the first-ever CDOIQ Nordic Symposium to Aalto University, Espoo, Finland! This…
Calling All Data Leaders! Mark your calendars: February 2025 brings the first-ever CDOIQ Nordic Symposium to Aalto University, Espoo, Finland! This…
Sami Laine tykkäsi
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Great event ahead! Also great change to catch up with our data advisors while over there.
Great event ahead! Also great change to catch up with our data advisors while over there.
Sami Laine tykkäsi
Kokemus
Koulutus
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Aalto University
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Activities and Societies: Aallonhuiput ry
Major: Usability Research
Minor: Software Engineering -
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Lisenssit ja todistukset
Vapaaehtoistoiminta
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Program Committee Member
CDOIQ Program
- 2 vuotta 1 kuukausi
Tiede ja tekniikka
I took part in the MIT CDOIQ Symposium 2020-2022 program selection process, co-chaired the international track at 2021 and helped to renew the privacy policy to comply better with the GDPR requirements.
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President
DAMA Finland ry
- 3 vuotta 11 kuukautta
Tiede ja tekniikka
During my terms, the association made a decision to join the TIVIA community, activated collaboration with DAMA EMEA, and started to promote the CDO theme in collaboration with CDOIQ program. In practical level, we renewed the association bylaws, created more systematic administrative practices, and improved compliance to legal requirements and TIVIA network guidelines.
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Chairman of the Board
Aalto University Doctoral Student Association (Aallonhuiput Ry)
- 1 vuosi
Koulutus
Leading the association to improve the shared culture of doctoral student community at Aalto University and the well-being and performance of every doctoral student. Representing doctoral students in the Aalto Management Board. During my term, the activism of the association continued to grow and many practices were systematized to a more formal level.
Julkaisut
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Improving Trustworthiness of AI Solutions: A Qualitative Approach to Support Ethically-Grounded AI Design
International Journal of Human–Computer Interaction
Despite recent efforts to make AI systems more transparent, a general lack of trust in such systems still discourages people and organizations from using or adopting them. In this article, we first present our approach for evaluating the trustworthiness of AI solutions from the perspectives of end-user explainability and normative ethics. Then, we illustrate its adoption through a case study involving an AI recommendation system used in a real business setting. The results show that our…
Despite recent efforts to make AI systems more transparent, a general lack of trust in such systems still discourages people and organizations from using or adopting them. In this article, we first present our approach for evaluating the trustworthiness of AI solutions from the perspectives of end-user explainability and normative ethics. Then, we illustrate its adoption through a case study involving an AI recommendation system used in a real business setting. The results show that our proposed approach allows for the identification of a wide range of practical issues related to AI systems and further supports the formulation of improvement opportunities and generalized design principles. By linking these identified opportunities to ethical considerations, the overall results show that our approach can support the design and development of trustworthy AI solutions and ethically-aligned business improvement.
Muut tekijätKatso julkaisu -
Transparency of Hospital Productivity Benchmarking in Two Finnish Hospital Districts (Research in Progress)
Transparency in Healthcare, 29th PCSI Conference
Healthcare practitioners and researchers have been concerned that currently unrecognized inaccuracies in raw data or systematic biases in hospital benchmarking endanger the validity of management decisions, policy recommendations and statistical research results. Researchers in MIT define Information Production Process (IPP) as a part of the Total Data Quality Management framework. The QUALIDAT-project will trace the entire IPP from the data entry situations to the technical data flows and all…
Healthcare practitioners and researchers have been concerned that currently unrecognized inaccuracies in raw data or systematic biases in hospital benchmarking endanger the validity of management decisions, policy recommendations and statistical research results. Researchers in MIT define Information Production Process (IPP) as a part of the Total Data Quality Management framework. The QUALIDAT-project will trace the entire IPP from the data entry situations to the technical data flows and all the way to the final decision making scenarios. The aim is first to identify factors affecting the Finnish Hospital Benchmarking results. Later on we will seek ways to support management and development of transparent healthcare information production processes.
Muut tekijätKatso julkaisu
Kurssit
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Become datawarehousing expert, IIR Finland Oy
1
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Certified Scrum Product Owner, Scrum Alliance
12
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Data Vault 2.0 Boot Camp
16
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Datawarehouses and data modeling, IIR Finland Oy
3
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Experian Aperture Data Studio
15
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Experian Pandora Data Quality Platform
13
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ICT-program management methods, TTL Ry
2
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Leading SAFe, Siili Solutions Oyj
10
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MS Project Server Administrator, Camako Oy
5
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MS SQL Server Analysis Services, Sovelto Oy
7
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Master Data Maestro, Profisee Group, inc.
11
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Master- and metadata management, IIR Finland Oy
4
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Profisee Administrator Certification Course
14
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SAP BO Data Integrator, SAP Finland Oy
6
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SAP BO Universe Designer, Affecto Academy
8
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SAP BO WebIntelligence, Affecto Academy
9
Projektit
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Qualidat
QUALIDAT is a two-year (2012-2014) data quality research project. It is funded by Tekes – the Finnish Funding Agency for Technology and Innovation. The project aims to improve the validity of decisions by creating methods and building knowledge for managing and developing information production processes. To improve the validity of decisions information should be managed transparently across all organizational processes and units to improve its trustworthiness and validity.
Muut tekijätKatso projekti
Kunnianosoitukset ja palkinnot
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Nordic 100 in Data, Analytics and AI: Data Management, Ethics, Diversity and Regulation.
The Hyperight Nordic
The list features Data, Advanced Analytics & AI practitioners or individuals strongly dedicated to supporting the data community and accelerating the Data and AI innovation capabilities in the Nordic region. They are Data and AI practitioners working in midsize companies or enterprises, academics, individuals promoting ideas or actions to increase the maturity in the area, experts in vendor organizations or agencies, governmental initiative representatives, spokesmen, or simply innovators…
The list features Data, Advanced Analytics & AI practitioners or individuals strongly dedicated to supporting the data community and accelerating the Data and AI innovation capabilities in the Nordic region. They are Data and AI practitioners working in midsize companies or enterprises, academics, individuals promoting ideas or actions to increase the maturity in the area, experts in vendor organizations or agencies, governmental initiative representatives, spokesmen, or simply innovators developing new ways of working, new products or services.
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Nomination for DAIR Awards AI Ethics Professional of the year 2022
The Hyperight
The award will be given to a practitioner that researches and facilitates better understanding of ethics and data protection in AI, and fosters regional efforts in this field. The actual winner of the year 2022 was not me but Virginia Dignum, Professor of Responsible Artificial Intelligence at Umeå University, Sweden and director of WASP-HS, the Wallenberg Program on Humanities and Society for AI, Autonomous Systems and Software, the largest Swedish national research program on fundamental…
The award will be given to a practitioner that researches and facilitates better understanding of ethics and data protection in AI, and fosters regional efforts in this field. The actual winner of the year 2022 was not me but Virginia Dignum, Professor of Responsible Artificial Intelligence at Umeå University, Sweden and director of WASP-HS, the Wallenberg Program on Humanities and Society for AI, Autonomous Systems and Software, the largest Swedish national research program on fundamental multidisciplinary research on the societal and human impact of AI. She is a member of the Royal Swedish Academy of Engineering Sciences (IVA), and a Fellow of the European Artificial Intelligence Association (EURAI). She is member of the Global Partnership on AI (GPAI), World Economic Forum’s Global Artificial Intelligence Council, Executive Committee of the IEEE Initiative on Ethically Aligned Design, of ALLAI, the Dutch AI Alliance, EU’s High Level Expert Group on Artificial Intelligence, and leader of UNICEF’s guidance for AI and children, member. She is author of “Responsible Artificial Intelligence: developing and using AI in a responsible way”.
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Quality Foundation Grant
Vuorineuvos Matti Sundberg Quality Foundation
The grant is awarded to university teachers or researchers who have achieved success in quality related education or research or persons working in industry who have distinguished themselves in the development, research or education in quality issues.
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The Best Paper Award in the 29th PCSI Conference
Patient Classification Systems International
The paper ‘Transparency of Hospital Productivity Benchmarking in Two Finnish Hospital Districts’ by Sami Laine and Erkka Niemi won the best paper prize in the 29th annual Patient Classification Systems International (PCSI) Conference.
Kielet
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English
Ammatillisen kielitaidon perustaso
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Finnish
Äidinkielinen tai kaksikielinen
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Swedish
Perusteet
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German
Perusteet
Organisaatiot
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DAMA Finland ry
President, Vice-President, Board Member, Official
-LahjaBoard Member from 2014-2017, President 2018-2021, Vice-President 2022-2023, Official 2024-
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Aalto University Doctoral Student Association
Chairman of the Board 2015
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More activity by Sami
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The Synonym Problem in #Healthcare #Data BLUF: To work around the unfriendly nature of standard terminologies, local EHR implementations overlayed…
The Synonym Problem in #Healthcare #Data BLUF: To work around the unfriendly nature of standard terminologies, local EHR implementations overlayed…
Sami Laine tykkäsi
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What's one of the easiest ways to get an MDM or Data Quality program funded? Answer: you position the program as a critical dependency for a…
What's one of the easiest ways to get an MDM or Data Quality program funded? Answer: you position the program as a critical dependency for a…
Sami Laine tykkäsi
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Tervetuloa mukaan keskustelemaan ja verkostoitumaan avoimeen tilaisuuteen!
Tervetuloa mukaan keskustelemaan ja verkostoitumaan avoimeen tilaisuuteen!
Sami Laine tykkäsi
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This great book traces Theranos’ almost ten-year coverup, hiding from investors, customers, directors, the media, doctors and employees the fact that…
This great book traces Theranos’ almost ten-year coverup, hiding from investors, customers, directors, the media, doctors and employees the fact that…
Sami Laine tykkäsi
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FACULTY OPENING - Data Systems Hasso Plattner Institute and University of Potsdam are announcing a new opening for a full, tenured professorship in…
FACULTY OPENING - Data Systems Hasso Plattner Institute and University of Potsdam are announcing a new opening for a full, tenured professorship in…
Sami Laine tykkäsi
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We received the AIS Impact award for the work with great colleagues at University of Jyväskylä and MetaCase Consulting.
We received the AIS Impact award for the work with great colleagues at University of Jyväskylä and MetaCase Consulting.
Sami Laine tykkäsi
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Italian DPA Fines OpenAI €15,000,000. Here's what you need to know: OpenAI, the powerhouse behind ChatGPT, is facing a staggering €15 million fine…
Italian DPA Fines OpenAI €15,000,000. Here's what you need to know: OpenAI, the powerhouse behind ChatGPT, is facing a staggering €15 million fine…
Sami Laine tykkäsi
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Calling All Data Leaders! Mark your calendars: February 2025 brings the first-ever CDOIQ Nordic Symposium to Aalto University, Espoo, Finland! This…
Calling All Data Leaders! Mark your calendars: February 2025 brings the first-ever CDOIQ Nordic Symposium to Aalto University, Espoo, Finland! This…
Sami Laine jakoi
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Helsinki, Feb 12th: looking forward to keynoting the CDOIQ Symposium with a great lineup of presenters, partners, and meeting attendees. Plus my…
Helsinki, Feb 12th: looking forward to keynoting the CDOIQ Symposium with a great lineup of presenters, partners, and meeting attendees. Plus my…
Sami Laine tykkäsi
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🚀 From MIT to the Nordics – The Countdown is ON! 🚀 In just 55 days, the globally acclaimed CDOIQ Symposium lands in the Nordics! We at Aalto EE…
🚀 From MIT to the Nordics – The Countdown is ON! 🚀 In just 55 days, the globally acclaimed CDOIQ Symposium lands in the Nordics! We at Aalto EE…
Sami Laine tykkäsi
Other similar profiles
Muut nimetyt Sami Laine Finland
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Sami Laine
Chief Growth Officer at Deloitte Finland
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Sami Laine
Board Member
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Sami Laine
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sami laine
CEO at Veikko Laine Oy
41 muut nimetyt Sami Laine Finland ovat LinkedInissä
Muiden nimeäminen Sami LaineLisää uusia taitoja näillä kursseilla
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1 h 12 min
Practical Privacy for Products and Services
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2 h 11 min
Synthetic Data as the Future of AI Privacy, Explainability, and Fairness: An Introduction for Data Scientists and Data Executives
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1 h 44 min
Certified Information Privacy Manager (CIPM) Cert Prep: 1 Privacy Program Development