Knime
Open SourceVisual workflows for data analytics, predictive AI, and data-aware agent building
Информация об инструменте
Что такое Knime?
KNIME is a visual workflow platform for accessing, transforming, analyzing, modeling, deploying, monitoring, and interacting with data and AI solutions. It supports end-to-end data science through connected visual workflows.
Основные функции
Visual workflow builder
Create workflows by connecting nodes that access, read, transform, merge, split, model, predict, write, and visualize data.
Data preparation and analytics
Clean, filter, transform, and analyze data through sequential visual workflows.
Predictive AI and machine learning
Apply analytic and AI methods and models, including decision trees, deep learning, and other advanced techniques.
Generative AI and agent building
Build generative AI workflows and data-aware agents.
Data connectivity
Connect to data sources through more than 300 connectors.
Deployment and monitoring
Deploy data science solutions through a standard process and monitor analytics and AI models.
Enterprise data science
Support data safety, model validation, monitoring, verification, and explainability for analytics and AI work.
Collaboration and reuse
Share and reuse data science work and create custom KNIME nodes through an open ecosystem.
No-code and low-code analytics
Help business and domain experts work with large datasets and advanced techniques without code.
Варианты использования
- #1
Spreadsheet automation
Automate spreadsheet-based and other manual, repetitive data tasks.
- #2
Continuous deployment of data science
Deploy data science solutions through a standard process and support ongoing monitoring.
- #3
Manufacturing analytics
Use data insights to reduce supply chain disruptions, improve production quality and safety, and increase profitability.
- #4
Business and domain analytics
Enable business and domain experts to access data and derive insights without depending on IT.
- #5
Data science and machine learning
Access AI and machine learning libraries, including large language models, through pre-built integrations and scripting.
- #6
Geospatial and image analysis
Build workflows for geospatial analysis and image analysis.
- #7
Enterprise AI governance
Help commercial teams keep sensitive data safe while validating, monitoring, verifying, and explaining analytics and AI model results.
Тарифные планы
KNIME describes its software as free and open source. The official site also references commercial Pro Plan and Team Plan offerings.
Альтернативы
Часто задаваемые вопросы
What is KNIME used for?
Does KNIME require coding?
What types of AI does KNIME support?
How does KNIME connect to data?
Is KNIME free?
Who is KNIME for?
Knime Контакты и социальные сети
- Поддержка
- Веб-сайт:
- Instagram
- YouTube
- LinkedIn
- TikTok
Отзывы
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