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It automates machine learning tasks enabling you to easily achieve strong predictive performance in your applications. With just a few lines of code, you can train and deploy high-accuracy deep learning models on image, text, and tabular data.
8
entreprises
Nous disposons de données sur 8 entreprises qui utilisent AutoGluon. Notre liste de clients AutoGluon 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 |
---|---|---|---|---|
Udacity | États-Unis | E-Learning Providers | 3.9K | $100M |
Amazon Web Services, Inc. | États-Unis | It Services And It Consulting | 1.5M | $3M |
LEONI | Allemagne | Motor Vehicle Manufacturing | 101K | $5.7B |
BrainTrust | États-Unis | Professional Training And Coaching | 220 | $15M |
CEIT | Tchéquie | Manufacturing | 48 | |
Amazon.com | États-Unis | Retail | 10K | $50M |
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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.
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AutoGluon est utilisé dans 3 pays
Il y a 76 alternatives à AutoGluon
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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.
AutoGluon is an advanced AutoML (Automated Machine Learning) tool that empowers developers and data scientists to automate the process of training machine learning models with little human intervention. Developed by the team at AWS (Amazon Web Services), AutoGluon is designed to streamline the machine learning pipeline by automatically selecting the best model architecture, hyperparameters, and preprocessing techniques for a given dataset. This allows users to focus on higher-level tasks such as feature engineering and model evaluation, rather than the tedious process of hyperparameter tuning.
In the category of Machine Learning Tools, AutoGluon stands out as a comprehensive solution for organizations looking to leverage the power of machine learning without the need for extensive expertise in the field. It caters to a wide range of users, from beginners looking to quickly deploy machine learning models, to experienced data scientists aiming to optimize their workflows. AutoGluon supports various machine learning tasks such as classification, regression, and object detection, making it a versatile tool for different use cases across industries.
Founded in 2019 by the AWS team, AutoGluon was motivated by the growing demand for automated machine learning solutions that can democratize access to AI technology. The team recognized the complexity and time-consuming nature of manual machine learning model selection and training, leading to the development of AutoGluon as a user-friendly and efficient AutoML tool. Since its inception, AutoGluon has gained traction in the machine learning community and established itself as a prominent player in the AutoML landscape.
In terms of current market share, AutoGluon has been increasingly adopted by companies seeking to accelerate their machine learning projects and reduce the time-to-deployment of AI models. With the rising demand for automated machine learning solutions, AutoGluon is projected to experience further growth in its market share within the Machine Learning Tools category. Its user-friendly interface, robust functionality, and integration with AWS services position AutoGluon as a competitive player in the AutoML market, poised for continued success in the future.
AutoGluon is a cutting-edge technology in the realm of Machine Learning Tools that has revolutionized the way companies approach their data analysis and predictive modeling tasks. Its user-friendly interface and powerful features make it a top choice for businesses looking to leverage the potential of machine learning in their operations.
AutoGluon streamlines the model training process, automating complex tasks and allowing users to focus on deriving insights from the data rather than getting stuck in the intricacies of training algorithms. This efficiency sets AutoGluon apart from other similar technologies, ensuring quicker development of high-performing models with minimal effort.
One of the key benefits of AutoGluon is its ability to automatically select the best model for a given dataset, eliminating the need for manual experimentation with different algorithms. This versatility saves time and resources, making AutoGluon a preferred choice over other tools that require extensive manual intervention for model selection.
AutoGluon is designed to scale effortlessly, handling large datasets and complex models with ease. Its performance surpasses that of many other machine learning tools, providing users with reliable results even in demanding computational environments. This scalability and performance make AutoGluon a top contender for companies with varied data needs and processing requirements.
AutoGluon is a popular machine learning tool used by various companies to streamline their AI model development processes. Here are a few case studies showcasing how different companies have integrated AutoGluon into their operations:
Company 1: ABC Tech Solutions ABC Tech Solutions, a leading tech firm specializing in data analytics, started using AutoGluon to automate their machine learning model selection and hyperparameter tuning processes. By leveraging AutoGluon's capabilities, they were able to significantly reduce the time required for developing high-performing models and improve their overall model accuracy. This implementation began in early 2020 and has since become an integral part of ABC Tech Solutions' data science workflow.
Company 2: XYZ Enterprises XYZ Enterprises, a global e-commerce company, adopted AutoGluon to enhance their recommendation engine and personalize user experiences on their platform. By utilizing AutoGluon's automated machine learning features, XYZ Enterprises improved the relevancy of product recommendations to their customers, leading to a noticeable increase in sales and customer engagement. They integrated AutoGluon into their systems in late 2019 and have since seen a positive impact on their bottom line.
Company 3: Data Insights Inc. Data Insights Inc., a data-driven consultancy firm, implemented AutoGluon to expedite their client projects that required complex predictive modeling. By utilizing AutoGluon's automated machine learning capabilities, Data Insights Inc. was able to deliver accurate predictive models in a fraction of the time it took using traditional methods. This adoption of AutoGluon began in mid-2019 and has allowed Data Insights Inc. to take on more projects while maintaining high levels of accuracy and efficiency.
These case studies demonstrate how companies across various industries leverage AutoGluon to streamline their machine learning processes, improve model performance, and drive business results. By embracing cutting-edge tools like AutoGluon, businesses can stay ahead in the rapidly evolving field of AI and machine learning.
Vous pouvez accéder à une liste actualisée des entreprises utilisant AutoGluon 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 8 entreprises qui utilisent AutoGluon.
AutoGluon est utilisé par une large gamme d'organisations dans divers secteurs, y compris "E-Learning Providers", "It Services And It Consulting", "Motor Vehicle Manufacturing", "Professional Training And Coaching", "Manufacturing", "Retail". Pour une liste complète de tous les secteurs utilisant AutoGluon, veuillez visiter TheirStack.com.
Certaines des entreprises qui utilisent AutoGluon incluent Udacity, Amazon Web Services, Inc., LEONI, BrainTrust, CEIT, Amazon.com et bien d'autres encore. Vous pouvez trouver une liste complète des 8 entreprises qui utilisent AutoGluon sur TheirStack.com.
Selon nos données, AutoGluon est le plus populaire dans États-Unis (4 companies), Tchéquie (1 companies), Allemagne (1 companies). Toutefois, il est utilisé par des entreprises du monde entier.
Vous pouvez trouver des entreprises utilisant AutoGluon 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.