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Data Science in AI

AI bias happens unintentionally, often as a result of non-diverse input data sets or prejudices introduced during the machine learning algorithmic development process.

These companies provide dataset collection, annotation, cleaning and model validation tools and services to help your team proactively reduce AI biases. Many utilize human-the-loop methods for use cases where fully automated decision making poses high risk.


 

Tesseract Academy

Tesseract Academy helps decision makers understand, adopt and manage risks involved with evolving technologies such as AI, data science, ...

Arthur AI

Arthur AI is the first production AI monitoring platform, giving enterprises the tools to detect model issues proactively, in ...

Weights & Biases

Weights & Biases helps companies turn deep learning research projects into deployed software by helping teams track their models, ...

Truera

Based on six years of research performed at Carnegie Mellon University, Truera’s ...

DataRobot

DataRobot is the leader in enterprise AI, delivering trusted AI technology and enablement services to global enterprises competing in ...

Humans in the Loop

Humans in the Loop is a social enterprise which provides human workforce and manual input for dataset collection and ...

Xsaras

Xsaras is a Data for AI company which meets data collection, cleansing and labeling needs for machine ...

Arena Analytics

Arena applies predictive analytics and machine learning to solve talent acquisition challenges. Learning algorithms analyze a large amount of ...

Synthesized.io

Synthesized’s new Community Edition Bias Mitigation tool is designed to ...

Algorithm Watch

AlgorithmWatch is a non-profit research and advocacy organization committed to evaluating and shedding light on algorithmic decision-making processes that ...

StereoSet

StereoSet is a dataset that measures stereotype bias in language models. StereoSet consists of 17,000 sentences that measures model preferences ...

Exscienta

Founded in 2012, we are the leading pharmatech company and the first to automate drug discovery. As a full stack ...

NextStrain

Nextstrain is an open-source project to harness the scientific and public health potential of pathogen genome data. We provide ...

C3ai Digital Transformation Institute

This institute was developed through public-private partnership between C3.ai, Microsoft Corporation, the University of Illinois at Urbana-Champaign (UIUC), ...

Data 4 Black Lives

Data for Black Lives is a group of activists, organizers, and mathematicians committed to the mission of using data ...

Kaggle Datasets

Kaggle is an AirBnB for Data Scientists – this is where they spend their nights and weekends. It’s a ...

Google Datasets Search

Google Dataset’s ultimate goal is to help foster an ecosystem for publishing, consuming and discovering datasets. As such, ...

University of California Irvine Machine Learning Datasets

We currently maintain 481 data sets as a service to the machine learning community.

AWS Open Dataset Registry

This AWS dataset registry exists to help people discover and share datasets that are available via AWS resources.

Kensho

Kensho is a Data Analytics and Machine Intelligence Company that deploys scalable machine learning and analytics systems across the ...

Alegion

Alegion’s AI Enablement Platform is a robust technology system that supports a wide array of data processes designed ...

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