Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
A collection of educational books in various subjects like physics, communication, history, media, psychology, etc.
Collection of real‐world enterprise security telemetry derived from 284 live deception operations, each deploying a fully functional windows active directory environment.
This dataset includes videos showcasing a wide variety of dishes from multiple cuisines with and without instructional narration.
This dataset contains images of Handwritten Note in English.
Available on Request. This dataset features a variety of images including Book Covers, Slides, Posters, and Street View documents in English.
A collection of real online job interview videos in english with machine generated transcriptions featuring natural, unscripted human to ai interview interactions.
A collection of of anonymized reports of patient visits, with diagnosis, treament plan, etc
An English OCR and document parsing sample dataset for manufacturing documents, built with bounding-box JSON annotations for PoC, Document AI, and model evaluation use…
A diverse collection of media content in various genres, including history, science, nature, culture, sports, entertainment etc.
A US EPIC-style dermatology multimodal dataset of single- and multi-turn doctor-patient dialogues paired with images, covering 8 categories: Inflammatory Skin…
A collection of general podcast including solo host programs, guest interviews, and multispeaker roundtable discussions.
Product reviews annotated with an Aspect Based Sentiment Annotation ontology in en-us
Content: Science subjects questions text; Data Size: About 1.5 million; Data Fields: Contains title, answer, parse, subject, grade, question type; Subject categories:…
A collection of 1000 videos of scientific talks and presentation with signed consents.
A large longitudinal dataset of second‐by‐second viewer attention across video experiences, designed to measure and model human engagement.
10.4 Million - English Test Questions Text Parsing And Processing Data, Each question contains title, answer, parse, subject, grade, question type; The educational…
A US EPIC-style dermatology dataset of single- and multi-turn doctor-patient dialogues, covering 8 categories: Inflammatory Skin Conditions, Neoplastic Growth, Pigment…
A collection of studio‐grade, zero‐noise, two‐person natural english podcast‐style recordings with transcriptions.
A collection of unscripted, channel-separated speech featuring spontaneous conversations on everyday topics, from imaginative prompts to daily life, u.s.
A collection of public domain or privately licensed music tracks with vocals in various genre and moods, varified by human.
Recordings by a professional voice actor, ranging from poetry to audio drama.
A collection of consumer health and activity data gathered from a variety of consumer devices collected from the medical perspective: step count, sleep information,…
A dataset of 1,000 English-language conversations designed for Red Teaming discrimination testing in GenAI systems.
Authoring prompts and responses by native speakers (United States), covering the Finance domain.