Bias in machine learning is a significant concern as technology gets increasingly ubiquitous across many industries. Some types of bias can be attributed to limits in design and tooling; however, the bias in the training data itself is a general phenomenon. Skewed training data propagates into discriminatory AI models that amplify human prejudices.
Building a data labeling framework that uses a diverse set of crowd workers to collect and label the data can help reduce bias.
Alegion is an industry-leading platform and fully managed service that provides annotation for image, video, text, audio, and lidar.
AWS is the world’s most comprehensive and broadly adopted cloud platform, offering over 175 fully featured services from datacenters globally. Millions of customers are using AWS to lower costs, become more agile, and innovate faster.
Appen collects and labels images, text, speech, audio, video, and other data used to build and continuously improve the world’s most innovative artiÂficial intelligence systems.
Carahsoft is a trusted Government IT Solutions Provider working with reseller partners, system integrators, and manufacturers to proving leading IT solutions to government markets.
CloudFactory is a global leader in combining people and technology to provide a workforce in the cloud for machine learning and core business data processing.
Databricks is the data and AI company. Thousands of organizations worldwide rely on Databricks’ open and unified platform for data engineering, machine learning and analytics. Founded by the original creators of Apache Spark™, Delta Lake and MLflow, Databricks is on a mission to solve the world’s toughest problems.
DataRobot is the leader in enterprise AI, delivering trusted AI technology and ROI enablement services to global enterprises. DataRobot’s enterprise AI platform democratizes data science with end-to-end automation for building, deploying, and managing machine learning models.
HEAVY.AI provides advanced analytics that empower businesses and the government to visualize high-value opportunities and risks hidden in their big location and time data, supporting time-sensitive, high-impact decisions.
Labelbox is an end-to-end training data platform that is used to create and manage high-quality training data. The platform provides fast labeling tools, collaboration features, and supports any data type (e.g., images, videos, text, etc.)
Maverick Quantum Inc (mavQ) is a low code & artificial intelligence platform that enables organizations with digital transformation while creating valuable insights and outcomes.
Microsoft allows you to improve your agency’s collaboration, transparency, and sustainability by using more secure and compliant tools.
Transform audio, video, and other data sources into actionable intelligence with Veritone’s aiWARE.
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