DrivenData blog

Explore the latest in our mission to build a better world using data science and AI.

Content list

winners

Meet the winners of Phase 2 of the PREPARE Challenge

Learn about how winners detected cognitive decline using speech recordings and social determinants of health survey data

resources

Open-source packages for using speech data in ML

Overview of key open-source packages for extracting features from voice data to support ML applications

tutorial

Getting started with LLMs: a benchmark for the 'What's Up, Docs?' challenge

An introduction to using large language models via the benchmark to a document summarization challenge.

winners

Meet the Winners of the Goodnight Moon, Hello Early Literacy Screening Challenge

Learn about the results and winning methods from the early literacy screening challenge.

resources

Where to find a data job for a good cause

Finding data jobs for good causes can be difficult. Learn strategies, job lists, and tips to find organizations with open positions working on causes you care about.

winners

Meet the Winners of the Youth Mental Health Narratives Challenge

Learn about the winning solutions from the Youth Mental Health Challenge Automated Abstraction and Novel Variables Tracks

winners

Meet the winners of the Forecast and Final Prize Stages of the Water Supply Forecast Rodeo

Learn about the winners and winning solutions from the final stages of the Water Supply Forecast Rodeo.

insights

10 takeaways from 10 years of data science for social good

This year DrivenData celebrates our 10th birthday! We've spent the past decade working to use data science and AI for social good. Here are some lessons we've learned along the way.

tutorial

Goodnight Moon, Hello Early Literacy Screening Benchmark

In this guest post from the MIT Gabrieli Lab, we'll show you how to get started with the literacy screening challenge!

tutorial

Youth Mental Health: Automated Abstraction Benchmark

Learn how to process text narratives using open-source LLMs for the Youth Mental Health: Automated Abstraction challenge

winners

Meet the winners of Phase 1 of the PREPARE Challenge

Learn about the top datasets sourced for Phase 1 of the PREPARE Challenge.

resources

Teaching with DrivenData Competitions

Inspiration and resources for teaching students data science, machine learning, and AI skills with DrivenData competitions.

winners

Meet the winners of the Pose Bowl challenge

Learn about the top solutions submitted for the Pose Bowl: Spacecraft Detection and Pose Estimation Challenge.

winners

Meet the winners of the Water Supply Forecast Rodeo Hindcast Stage

Learn about the winning models for forecasting seasonal water supply from the first stage of the Water Supply Forecast Rodeo.

tools

Cookiecutter Data Science V2

Announcing the V2 release of Cookiecutter Data Science, the most widely adopted data science project template.

resources

How to make data science projects more open and inclusive

Key practices from the field of open science for making data science work more transparent, inclusive, and equitable.

winners

Meet the winners of the Kelp Wanted challenge

Dive into the solutions from the super segmenters who best detected kelp in Landsat imagery!

winners

Meet the winners of the SNOMED CT Entity Linking Challenge

Meet the winners with the best systems for detecting clinical terms in medical notes.

winners

Meet the winners of the Pale Blue Dot challenge

Learn about the top visuals created for the Pale Blue Dot: Visualization Challenge and the solvers behind them.

tutorial

NASA Pose Bowl - Benchmark

An introduction to the NASA Pose Bowl competition, with a benchmark solution for the object detection track

tutorial

SNOMED CT Entity Linking Challenge - Benchmark

In this guest post from Veratai, we'll help you get started with the SNOMED CT Entity Linking Challenge!

winners

Meet the winners of the Research Rovers: AI Research Assistants for NASA Challenge

Meet the teams who demonstrated winning solutions for the Research Rovers: AI Research Assistants for NASA Challenge.

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