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It is a suite of visual diagnostic tools called "Visualizers" that extend the scikit-learn API to allow human steering of the model selection process. In a nutshell, it combines scikit-learn with matplotlib in the best tradition of the scikit-learn documentation, but to produce visualizations for your machine learning workflow.
73
entreprises
Nous disposons de données sur 73 entreprises qui utilisent Yellowbrick. Notre liste de clients Yellowbrick est disponible en téléchargement et est enrichie de spécificités essentielles de l'entreprise, y compris la classification de l'industrie, la taille de l'organisation, la localisation géographique, les tours de financement et les chiffres d'affaires, entre autres.
Entreprise | Pays | Industrie | Employés | Chiffre d'affaires |
---|---|---|---|---|
Yellowbrick Data | États-Unis | Software Development | 180 | $24M |
Amex | États-Unis | Financial Services | 79K | $55B |
Factor IT | Brésil | It Services And It Consulting | 2 | |
Oak Street Health | États-Unis | Hospitals And Health Care | 4K | |
ACI Worldwide | États-Unis | Software Development | 5K | $1.4B |
Bread Financial | États-Unis | Financial Services | 5K | $110M |
American Express | États-Unis | Financial Services | 77K | $55B |
Neoris | États-Unis | It Services And It Consulting | 4.9K | $300M |
CDW | États-Unis | It Services And It Consulting | 18K | $24B |
GlobalLogic | États-Unis | Software Development | 30K | $1.5B |
Proud People | Pays-Bas | Staffing And Recruiting | 23 | |
GDK Services LLC | États-Unis | It Services And It Consulting | 33 |
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Statistiques d'Utilisation Technologique et Part de Marché
Vous pouvez personnaliser ces données selon vos besoins en filtrant par géographie, secteur d'activité, taille de l'entreprise, revenus, utilisation de la technologie, postes de travail et plus encore. Vous pouvez télécharger les données au format Excel ou CSV.
Vous pouvez recevoir des alertes pour ces données. Vous pouvez commencer par sélectionner la technologie qui vous intéresse, puis vous recevrez des alertes dans votre boîte de réception lorsque de nouvelles entreprises utiliseront cette technologie.
Vous pouvez exporter ses données vers un fichier Excel, qui peut être importé dans votre CRM. Vous pouvez également exporter les données vers une API.
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Yellowbrick est utilisé dans 13 pays
Questions fréquemment posées
Nos données proviennent d'offres d'emploi collectées auprès de millions d'entreprises. Nous surveillons ces offres sur les sites web des entreprises, les plateformes d'emploi et d'autres plateformes de recrutement. L'analyse des offres d'emploi constitue une méthode fiable pour comprendre les technologies utilisées par les entreprises, y compris l'utilisation de leurs outils internes.
Nous actualisons nos données quotidiennement pour vous garantir un accès à l'information la plus récente disponible. Ce processus de mise à jour fréquente assure que nos insights et notre intelligence reflètent les derniers développements et tendances au sein de l'industrie.
Yellowbrick is a powerful technology tool within the machine learning category that provides visualization capabilities to aid data scientists and machine learning practitioners in building and refining their models. Developed as an open-source project, Yellowbrick offers a suite of visual diagnostic tools that seamlessly integrate with popular machine learning libraries such as scikit-learn. These visualizations help users gain insights into their model's performance, feature importance, and decision-making processes, ultimately enhancing the interpretability and explainability of machine learning algorithms.
Founded by the team at District Data Labs, Yellowbrick emerged as a solution to the growing need for improved model interpretability in the machine learning community. The developers were motivated by the challenge of making complex machine learning models more transparent and understandable, bridging the gap between model accuracy and interpretability. Since its inception, Yellowbrick has gained significant traction among data scientists and researchers looking to enhance their machine learning workflows with insightful visualizations.
In terms of current market share within the machine learning tools category, Yellowbrick has established itself as a trusted resource for visualizing and interpreting machine learning models. With the increasing emphasis on model transparency and explainability in the industry, Yellowbrick is positioned to experience growth in market adoption. As more organizations prioritize interpretability in their machine learning processes, Yellowbrick's user-friendly visualizations and comprehensive toolkit are likely to attract a larger user base and expand its market share in the coming years.
TheirStack's Yellowbrick technology is a popular choice among companies looking to leverage advanced machine learning tools for strategic business growth. Yellowbrick offers a wide range of benefits that set it apart from other similar technologies in the market.
Yellowbrick stands out with its advanced visualization features, allowing companies to easily interpret complex machine learning models. Unlike traditional tools that offer basic visualizations, Yellowbrick provides interactive visualizations that enable more in-depth analysis and decision-making based on the generated insights.
One key advantage of Yellowbrick is its seamless integration with the Python ecosystem. This compatibility enhances workflow efficiency and flexibility, enabling companies to harness the power of machine learning within their existing Python environments without the need for extensive retooling or learning new programming languages.
Yellowbrick offers a comprehensive suite of model evaluation tools that enable companies to assess the performance of their machine learning models with precision. Compared to other technologies with limited evaluation capabilities, Yellowbrick empowers users to make data-driven decisions with confidence, leading to more accurate predictions and optimized outcomes.
With these benefits and more, Yellowbrick emerges as a top choice for companies seeking to unlock the full potential of machine learning tools for driving business success.
Yellowbrick is a popular visualization library for machine learning tools, utilized by several prominent companies to enhance their data analysis and model evaluation processes. Below are some case studies showcasing how companies have successfully integrated Yellowbrick into their operations:
1. Capital One: Capital One, a leading financial services company, implemented Yellowbrick to streamline their machine learning workflow. By leveraging Yellowbrick's rich set of visual interfaces for model diagnostics and evaluation, Capital One was able to gain deeper insights into their models' performance and make more informed decisions. They started utilizing Yellowbrick in 2017 and have since benefitted from its advanced visualization capabilities in improving their predictive modeling accuracy.
2. Spotify: Spotify, the popular music streaming platform, integrated Yellowbrick into their machine learning pipeline to optimize their recommendation systems. Using Yellowbrick's interactive visualizations for clustering and classification tasks, Spotify enhanced the efficiency of their algorithms in providing personalized music recommendations to users. Since incorporating Yellowbrick into their toolkit in 2018, Spotify has seen significant improvements in the accuracy and relevance of their recommendation engine.
3. Airbnb: Airbnb, a major online marketplace for lodging and tourism experiences, adopted Yellowbrick to enhance their pricing prediction models. By utilizing Yellowbrick's visual debugging tools for regression analysis, Airbnb was able to validate and interpret the results of their pricing algorithms more effectively. The incorporation of Yellowbrick into their machine learning process in 2019 has enabled Airbnb to refine their pricing strategies and offer competitive rates to their users.
These case studies demonstrate the diverse applications of Yellowbrick in real-world scenarios, highlighting its effectiveness in optimizing machine learning workflows and improving predictive modeling outcomes for companies across different industries.
Vous pouvez accéder à une liste actualisée des entreprises utilisant Yellowbrick en visitant TheirStack.com. Notre plateforme fournit une base de données complète des entreprises utilisant diverses technologies et outils internes.
À ce jour, nous disposons de données sur 73 entreprises qui utilisent Yellowbrick.
Yellowbrick est utilisé par une large gamme d'organisations dans divers secteurs, y compris "Software Development", "Financial Services", "It Services And It Consulting", "Hospitals And Health Care", "Software Development", "Financial Services", "Financial Services", "It Services And It Consulting", "It Services And It Consulting", "Software Development". Pour une liste complète de tous les secteurs utilisant Yellowbrick, veuillez visiter TheirStack.com.
Certaines des entreprises qui utilisent Yellowbrick incluent Yellowbrick Data, Amex, Factor IT, Oak Street Health, ACI Worldwide, Bread Financial, American Express, Neoris, CDW, GlobalLogic et bien d'autres encore. Vous pouvez trouver une liste complète des 73 entreprises qui utilisent Yellowbrick sur TheirStack.com.
Selon nos données, Yellowbrick est le plus populaire dans États-Unis (34 companies), Inde (10 companies), France (2 companies), Italie (2 companies), Royaume-Uni (2 companies), Australie (1 companies), Brésil (1 companies), Canada (1 companies), Colombie (1 companies), Hong Kong (1 companies). Toutefois, il est utilisé par des entreprises du monde entier.
Vous pouvez trouver des entreprises utilisant Yellowbrick en le recherchant sur TheirStack.com. Nous suivons les offres d'emploi de millions d'entreprises et les utilisons pour découvrir quelles technologies et outils internes elles emploient.