DrivenData

DrivenData runs data science competitions and projects focused on building AI solutions for social good.

[DrivenData @drivendataorg]

This year DrivenData celebrates our 10th birthday! 🥳
Big birthdays are always a good chance to step back and reflect. We’ve distilled some of the biggest lessons we’ve learned into 10 takeaways from 10 years of data science for social good! https://t.co/7hKNF6f5IZ

[DrivenData @drivendataorg]

All three tracks are still open for the Lost in Transcription Challenge! Compete for $20k in prizes, and put your models to the test transcribing bilingual speech across English-Spanish, Spanish-Nahuatl, and Indonesian-Javanese.

Join → https://t.co/cJw5mBENbv

[DrivenData @drivendataorg]

Clinical NLP gets tricky fast, especially with rare concepts. This benchmark tests how well models can turn clinical notes into structured SNOMED CT data using the largest public dataset of labeled clinical notes out there.

Take a look: https://t.co/OEOyPHUS1i

[DrivenData @drivendataorg]

A prize to find hidden geothermal resources? Rock on.🔍🌎♨️ @ENERGY’s Office of Geothermal has launched a $300,000 prize to help identify hidden geothermal systems by using geophysical data. Learn more and sign up ⬇️ https://t.co/bQeLYPnxfA

[DrivenData @drivendataorg]

The Spanish-English track of Lost in Transcription is open! Transcribe bilingual speech for a shot at $6,000, or $20,000 if you take all three tracks.

Join --> https://t.co/TlaOm6opHe

[DrivenData @drivendataorg]

A prize to find hidden geothermal resources? Rock on.🔍🌎♨️ @ENERGY’s Office of Geothermal has launched a $300,000 prize to help identify hidden geothermal systems by using geophysical data. Learn more and sign up ⬇️ https://t.co/bQeLYPnxfA

[DrivenData @drivendataorg]

There's one week left to enter the DaT Parkinson's Challenge! Develop models that predict Parkinson's disease from DaT scans and compete for €25,000 in prizes.

Join --> https://t.co/TOQ9hRsN5H

[DrivenData @drivendataorg]

Assessing melanoma relapse risk is vital, difficult work. In the VisioMel Challenge, solvers predicted 5-year relapse from digitized slide images and beat a clinical-features benchmark, with AUC above 0.80.

Read more about the process --> https://t.co/zPdg58qArN

[DrivenData @drivendataorg]

Submissions are open for the Spanish-Nahuatl track of Lost in Transcription! Put your models to the test transcribing bilingual Spanish-Nahuatl speech. $6,000 in prizes here, $20,000 if you take on all three tracks.

Sign up to compete → https://t.co/TvgzUIGblN

[DrivenData @drivendataorg]

When a home passes down without clear title, families can't sell, insure, or borrow against it.

With the @centrwealthdata, we counted these "tangled titles" across five cities amounting to 32,000 properties with $5.7B trapped.

Read more --> https://t.co/klDhDWl4fU

[DrivenData @drivendataorg]

Submissions are open for the Indonesian-Javanese track of Lost in Transcription! Put your models to the test transcribing Indonesian-Javanese bilingual speech. Sign up to compete and get notified when the next two language tracks open.

Join --> https://t.co/7LOtALVhyp

[DrivenData @drivendataorg]

One week left to enter Trace the Ace! Help advance how we understand and improve tutoring, with $50K in prizes. Submissions close August 27. https://t.co/Rtx1o8gX12

[DrivenData @drivendataorg]

DaT imaging helps diagnose Parkinsonian syndromes, but expert interpretation isn't available everywhere. Build computer vision models that can help, with a shot at €25K in prizes.

https://t.co/Gitb7KfRNG

@healthdatahub @SFMNContact

[DrivenData @drivendataorg]

A lot of healthcare data is stuck in free text. The SNOMED benchmark focuses on turning clinical notes into structured concepts.

Explore it or try your own model:
https://t.co/OEOyPHUS1i

[DrivenData @drivendataorg]

New challenge! 🔊 Lost in Transcription asks you to build ASR models that transcribe bilingual speech across three language pairs. Sign up now to explore the data, get notified when submissions open, and compete for $20k.

Join → https://t.co/7LOtALVhyp

[DrivenData @drivendataorg]

Trace the Ace is still live!  Build models that predict student learning from tutoring transcripts, and compete for a share of $50K. About 3 weeks left — submissions close August 27.  https://t.co/Rtx1o8gX12

[DrivenData @drivendataorg]

"Beautiful" pipelines don't happen by accident. They take intentional structure, cleanup, and iteration over time. Check out our blog post on common pipeline challenges and how to fix them: https://t.co/A6vxskIsOH

[DrivenData @drivendataorg]

We've got a new challenge! Help build models that classify DaT SPECT scans to support Parkinson's diagnosis. €25K in prizes, built on an open dataset from 10 French hospitals, with winning models going open-source.

Join → https://t.co/Gitb7KfRNG

@SFMNContact @healthdatahub

[DrivenData @drivendataorg]

Structuring clinical notes is one of healthcare AI's toughest problems. See how your model compares in the SNOMED Clinical Entity Linking Benchmark: https://t.co/OEOyPHUS1i

[DrivenData @drivendataorg]

Calling all solvers! Join the Trace the Ace challenge and help build models  that predict student learning based on tutoring session transcripts, and compete for a share of the $50k prize pool. Submissions are open now through August 27. https://t.co/Rtx1o8gX12

[DrivenData @drivendataorg]

How do you study conversation at scale? DrivenData and BetterUp Labs built the infrastructure to do it, resulting in the CANDOR Corpus - a 1,000+ hour dataset of real-world American English conversations. Read more: https://t.co/YztoHeveZy