#Pisa2025 kann dabei helfen, für die #Schulentwicklung eigene Daten zu erheben und die Perspektive der Lernenden sowie Konzepte, mit denen sich Erkenntnisse in den Unterricht übersetzen lassen, zu berücksichtigen.
#Q-Kultur #SmallData
#Q-Kultur #SmallData
September 26, 2026 at 6:45 AM
#Pisa2025 kann dabei helfen, für die #Schulentwicklung eigene Daten zu erheben und die Perspektive der Lernenden sowie Konzepte, mit denen sich Erkenntnisse in den Unterricht übersetzen lassen, zu berücksichtigen.
#Q-Kultur #SmallData
#Q-Kultur #SmallData
BigData isn’t the problem—it never was.
Most enterprises have <100GB in active data but overpay for tools designed for massive scale (#Snowflake, #Databricks, etc.).
Focus on #SmallData:
→ Easier to analyze
→ Cheaper to manage
→ Faster insights
Time to rethink your data strategy. #SmallData
Most enterprises have <100GB in active data but overpay for tools designed for massive scale (#Snowflake, #Databricks, etc.).
Focus on #SmallData:
→ Easier to analyze
→ Cheaper to manage
→ Faster insights
Time to rethink your data strategy. #SmallData
November 30, 2024 at 3:44 PM
BigData isn’t the problem—it never was.
Most enterprises have <100GB in active data but overpay for tools designed for massive scale (#Snowflake, #Databricks, etc.).
Focus on #SmallData:
→ Easier to analyze
→ Cheaper to manage
→ Faster insights
Time to rethink your data strategy. #SmallData
Most enterprises have <100GB in active data but overpay for tools designed for massive scale (#Snowflake, #Databricks, etc.).
Focus on #SmallData:
→ Easier to analyze
→ Cheaper to manage
→ Faster insights
Time to rethink your data strategy. #SmallData
AI doesn't need bigger data centers. It needs better data. CTMinfo SmallData reduces computing needs by thousands of times—and environmental impact by thousands of times.
August 3, 2026 at 11:05 AM
AI doesn't need bigger data centers. It needs better data. CTMinfo SmallData reduces computing needs by thousands of times—and environmental impact by thousands of times.
March 14, 2025 at 1:58 AM
Human language was created for social communication — not for deterministic systems.
This may be one of the key structural limits of modern AI.
one real object → one precise meaning.
ORCID:
orcid.org/0009-0009-89...
#AI #Ontology #IndustrialData #SmallData
This may be one of the key structural limits of modern AI.
one real object → one precise meaning.
ORCID:
orcid.org/0009-0009-89...
#AI #Ontology #IndustrialData #SmallData
ORCID
orcid.org
May 11, 2026 at 10:23 AM
Human language was created for social communication — not for deterministic systems.
This may be one of the key structural limits of modern AI.
one real object → one precise meaning.
ORCID:
orcid.org/0009-0009-89...
#AI #Ontology #IndustrialData #SmallData
This may be one of the key structural limits of modern AI.
one real object → one precise meaning.
ORCID:
orcid.org/0009-0009-89...
#AI #Ontology #IndustrialData #SmallData
Wie funktioniert #Forschung mit geringen Datenmengen? Im Interview sprechen drei Doktorand*innen des Sonderforschungsbereichs „ #SmallData “ über ihre Promotionsprojekte, ihre Erfahrungen mit interdisziplinärer Zusammenarbeit und die erhoffte Wirkung des SFB.
uni-freiburg.link/small-data
uni-freiburg.link/small-data
March 13, 2025 at 10:50 AM
Wie funktioniert #Forschung mit geringen Datenmengen? Im Interview sprechen drei Doktorand*innen des Sonderforschungsbereichs „ #SmallData “ über ihre Promotionsprojekte, ihre Erfahrungen mit interdisziplinärer Zusammenarbeit und die erhoffte Wirkung des SFB.
uni-freiburg.link/small-data
uni-freiburg.link/small-data
New paper:
"Data Management for Sustainable Development: Case Analyses of Small Island Developing States (SIDS)"
doi.org/10.1111/dpr....
#island #islands #IslandStudies #SmallIslands #IslandStates #sustainable #development #Islandness #SustainableDevelopment #BigData #SmallData
"Data Management for Sustainable Development: Case Analyses of Small Island Developing States (SIDS)"
doi.org/10.1111/dpr....
#island #islands #IslandStudies #SmallIslands #IslandStates #sustainable #development #Islandness #SustainableDevelopment #BigData #SmallData
Data Management for Sustainable Development: Case Analyses of Small Island Developing States (SIDS)
Motivation Sustainable development in Small Island Developing States (SIDS) faces persistent governance challenges stemming from institutional constraints, fragmented data systems, and limited stake...
doi.org
June 10, 2025 at 9:50 AM
New paper:
"Data Management for Sustainable Development: Case Analyses of Small Island Developing States (SIDS)"
doi.org/10.1111/dpr....
#island #islands #IslandStudies #SmallIslands #IslandStates #sustainable #development #Islandness #SustainableDevelopment #BigData #SmallData
"Data Management for Sustainable Development: Case Analyses of Small Island Developing States (SIDS)"
doi.org/10.1111/dpr....
#island #islands #IslandStudies #SmallIslands #IslandStates #sustainable #development #Islandness #SustainableDevelopment #BigData #SmallData
With new tech we can create new instruments, with new instruments, new data... but also new bad data.
That's why the human sense is essential in data collection efforts
#databs #smalldata
That's why the human sense is essential in data collection efforts
#databs #smalldata
Be Careful with How Data are Recorded!! 2024. Trail cameras can greatly inflate nest predation rates. "trail cameras attracted corvids (in particular ravens [Corvus corax]), which caused an extreme and positively biased predation rate" wildlife.onlinelibrary.wiley.com/doi/full/10....
TWS Journals
Based on an experiment in Arctic tundra we demonstrate that nest cameras attracted predators, which caused an extremely, positively biased predation rate that was consistent over a range of experimen...
wildlife.onlinelibrary.wiley.com
December 2, 2024 at 11:42 AM
With new tech we can create new instruments, with new instruments, new data... but also new bad data.
That's why the human sense is essential in data collection efforts
#databs #smalldata
That's why the human sense is essential in data collection efforts
#databs #smalldata
I just created a #smalldata StarterPack
go.bsky.app/5F8vFQu
Who is missing?
Any recommendations @matsonj.com?
go.bsky.app/5F8vFQu
Who is missing?
Any recommendations @matsonj.com?
December 2, 2024 at 4:12 PM
I just created a #smalldata StarterPack
go.bsky.app/5F8vFQu
Who is missing?
Any recommendations @matsonj.com?
go.bsky.app/5F8vFQu
Who is missing?
Any recommendations @matsonj.com?
Congrats to felix ndonfack for his #smalldata progress meeting. Excited to see the next steps !
February 5, 2025 at 2:55 PM
Congrats to felix ndonfack for his #smalldata progress meeting. Excited to see the next steps !
With more intelligent systems we will create new instruments and measure new things.
Humans are the guardians of new measurements.
New measurements may start small or big. When big we will always need to aggregate them to make sense of them.
#smalldata forever ❤️
Humans are the guardians of new measurements.
New measurements may start small or big. When big we will always need to aggregate them to make sense of them.
#smalldata forever ❤️
November 27, 2024 at 1:45 PM
With more intelligent systems we will create new instruments and measure new things.
Humans are the guardians of new measurements.
New measurements may start small or big. When big we will always need to aggregate them to make sense of them.
#smalldata forever ❤️
Humans are the guardians of new measurements.
New measurements may start small or big. When big we will always need to aggregate them to make sense of them.
#smalldata forever ❤️
GitHub Actions for Scheduling ETL? I give it an 8/10
#dataEngineering #GitHub #Actions #ETL #smallData #python #rstats #ETL #polars
#dataEngineering #GitHub #Actions #ETL #smallData #python #rstats #ETL #polars
August 25, 2025 at 9:23 PM
GitHub Actions for Scheduling ETL? I give it an 8/10
#dataEngineering #GitHub #Actions #ETL #smallData #python #rstats #ETL #polars
#dataEngineering #GitHub #Actions #ETL #smallData #python #rstats #ETL #polars
oplprod:Product owl:subClassOf schema:Product. #Ontology #RDF #SemanticWeb #SchemaOrg #LinkedData #SmallData #NewSQL #BigData #Web30
November 21, 2024 at 6:45 AM
oplprod:Product owl:subClassOf schema:Product. #Ontology #RDF #SemanticWeb #SchemaOrg #LinkedData #SmallData #NewSQL #BigData #Web30
Old post about "The Semantic Web" and the FORCE: #SemanticWeb #LinkedData #BigData #SmartData #SmallData #OpenData
November 21, 2024 at 6:26 AM
Old post about "The Semantic Web" and the FORCE: #SemanticWeb #LinkedData #BigData #SmartData #SmallData #OpenData
DATABENCH: Making Data Analytics Fun and Beautiful
gearsofresistance.substack.com/p/databench
#data #analytics #visualization #selfhosted #diy #singlefileengineering #bigdata #smalldata
gearsofresistance.substack.com/p/databench
#data #analytics #visualization #selfhosted #diy #singlefileengineering #bigdata #smalldata
DATABENCH
A straightforward workbench for turning messy spreadsheets into beautiful dashboards
gearsofresistance.substack.com
July 2, 2026 at 4:26 PM
DATABENCH: Making Data Analytics Fun and Beautiful
gearsofresistance.substack.com/p/databench
#data #analytics #visualization #selfhosted #diy #singlefileengineering #bigdata #smalldata
gearsofresistance.substack.com/p/databench
#data #analytics #visualization #selfhosted #diy #singlefileengineering #bigdata #smalldata
…nog twee dagen vóór veldonderzoek, hoewel de conclusie voor mij wel duidelijk is. Teveel vierwielers rijden te hard. Volgend jaar maar eens informeren op welke data @gemeentezwolle “stuurt” ~ smalldata ipv bigdata #fietsveiligheid
December 30, 2024 at 3:28 PM
…nog twee dagen vóór veldonderzoek, hoewel de conclusie voor mij wel duidelijk is. Teveel vierwielers rijden te hard. Volgend jaar maar eens informeren op welke data @gemeentezwolle “stuurt” ~ smalldata ipv bigdata #fietsveiligheid
That moment when you need a static IP for your GitHub Actions to access the database and it's only available with the paid GitHub subscription...
🫣 🤕 😬
Fortunately, it's still cheaper than hosting the service ourselves.
#gitHub #actions #smallData #ETL #python #dataEngineering
🫣 🤕 😬
Fortunately, it's still cheaper than hosting the service ourselves.
#gitHub #actions #smallData #ETL #python #dataEngineering
April 14, 2025 at 9:20 PM
That moment when you need a static IP for your GitHub Actions to access the database and it's only available with the paid GitHub subscription...
🫣 🤕 😬
Fortunately, it's still cheaper than hosting the service ourselves.
#gitHub #actions #smallData #ETL #python #dataEngineering
🫣 🤕 😬
Fortunately, it's still cheaper than hosting the service ourselves.
#gitHub #actions #smallData #ETL #python #dataEngineering
"Institutional capacity, useability of data, and evidence-based decision-making for #SustainableDevelopment in Small Island Developing States"
A new working paper with Kalim Shah for the #SIDS4 meeting via ODI.
odi.org/en/publicati...
#IslandStudies #SmallIslands #BigData #SmallData #Islands
A new working paper with Kalim Shah for the #SIDS4 meeting via ODI.
odi.org/en/publicati...
#IslandStudies #SmallIslands #BigData #SmallData #Islands
May 29, 2024 at 9:11 AM
"Institutional capacity, useability of data, and evidence-based decision-making for #SustainableDevelopment in Small Island Developing States"
A new working paper with Kalim Shah for the #SIDS4 meeting via ODI.
odi.org/en/publicati...
#IslandStudies #SmallIslands #BigData #SmallData #Islands
A new working paper with Kalim Shah for the #SIDS4 meeting via ODI.
odi.org/en/publicati...
#IslandStudies #SmallIslands #BigData #SmallData #Islands
Think Small. Make Big Impact.
More Data ≠ Better Results.
→ Recent data is the most valuable.
→ Smaller AI models deliver bigger impact.
→ Local-first development works.
Stop relying on distributed complexity when single machines get the job done.
The #SmallData Movement is here. Are you in?
More Data ≠ Better Results.
→ Recent data is the most valuable.
→ Smaller AI models deliver bigger impact.
→ Local-first development works.
Stop relying on distributed complexity when single machines get the job done.
The #SmallData Movement is here. Are you in?
December 2, 2024 at 10:51 AM
Think Small. Make Big Impact.
More Data ≠ Better Results.
→ Recent data is the most valuable.
→ Smaller AI models deliver bigger impact.
→ Local-first development works.
Stop relying on distributed complexity when single machines get the job done.
The #SmallData Movement is here. Are you in?
More Data ≠ Better Results.
→ Recent data is the most valuable.
→ Smaller AI models deliver bigger impact.
→ Local-first development works.
Stop relying on distributed complexity when single machines get the job done.
The #SmallData Movement is here. Are you in?
Better to look smaller. The AI industry needs what any hair follicle knows: infinity fits in the smallest spaces.
"A hair follicle swallowing the vast ocean"—the monk kicked the table over and there it was: sudden clarity needs no scaling. [Dōgen Shōbōgenzō 35.7]
#smalldata #ancientAI #koancomputing
"A hair follicle swallowing the vast ocean"—the monk kicked the table over and there it was: sudden clarity needs no scaling. [Dōgen Shōbōgenzō 35.7]
#smalldata #ancientAI #koancomputing
December 12, 2024 at 9:38 AM
Better to look smaller. The AI industry needs what any hair follicle knows: infinity fits in the smallest spaces.
"A hair follicle swallowing the vast ocean"—the monk kicked the table over and there it was: sudden clarity needs no scaling. [Dōgen Shōbōgenzō 35.7]
#smalldata #ancientAI #koancomputing
"A hair follicle swallowing the vast ocean"—the monk kicked the table over and there it was: sudden clarity needs no scaling. [Dōgen Shōbōgenzō 35.7]
#smalldata #ancientAI #koancomputing
A documentary and a website about ending the absolute travesty that is the Java programming language. Everyone needs to see this! 🫶 🙏 🧘♂️ 🙇♂️ 🫐 👯♂️ 🧝♀️ 💂♂️ 🫗 🪺 🪹 🪆
#SmallData #GarbageCollectionIsDataCruelty #¥
#SmallData #GarbageCollectionIsDataCruelty #¥
Small Data
man touches grass // credits song: "Small Bytes" by Asher King-Abramson (full song here: https://www.patreon.com/posts/extras-small-mp3-119475367) // unlock ...
buff.ly
January 8, 2025 at 3:26 PM
A documentary and a website about ending the absolute travesty that is the Java programming language. Everyone needs to see this! 🫶 🙏 🧘♂️ 🙇♂️ 🫐 👯♂️ 🧝♀️ 💂♂️ 🫗 🪺 🪹 🪆
#SmallData #GarbageCollectionIsDataCruelty #¥
#SmallData #GarbageCollectionIsDataCruelty #¥
SmallData vs BigData
BigData duplicates the same information thousands of times.
CTMinfo: one object — one precise description.
SmallData can use 1,000× less electricity.
Less data. Less energy. 100% precision.
BigData duplicates the same information thousands of times.
CTMinfo: one object — one precise description.
SmallData can use 1,000× less electricity.
Less data. Less energy. 100% precision.
September 16, 2026 at 3:51 AM
SmallData vs BigData
BigData duplicates the same information thousands of times.
CTMinfo: one object — one precise description.
SmallData can use 1,000× less electricity.
Less data. Less energy. 100% precision.
BigData duplicates the same information thousands of times.
CTMinfo: one object — one precise description.
SmallData can use 1,000× less electricity.
Less data. Less energy. 100% precision.
David Hand says #smalldata may be more important than #bigdata and inferential skills most important of all: http://www.statslife.org.uk/opinion/1166-data-data-everywhere-but-let-s-just-stop-and-think#.UteukSmKMl4.twitter
December 7, 2024 at 8:10 AM
David Hand says #smalldata may be more important than #bigdata and inferential skills most important of all: http://www.statslife.org.uk/opinion/1166-data-data-everywhere-but-let-s-just-stop-and-think#.UteukSmKMl4.twitter
#SmallData in health & social care can lead to better outcomes - http://econ.st/1HRQgQs @TheEconomist
Bedside manners
Small data from patients at home will mean big cost savings
econ.st
December 6, 2024 at 10:09 AM
#SmallData in health & social care can lead to better outcomes - http://econ.st/1HRQgQs @TheEconomist