cnvrg.io is a full-stack machine learning platform. The platform manages and accelerates data science workflows from development to production and provides a collaborative environment for teams to build state-of-the-art AI models at scale. With its continual learning capabilities, cnvrg.io allows data scientists and developers to deploy ML pipelines to production that can be retrained automatically based on new data, model decay, and custom user alerts.
cnvrg.io has significantly decreased the time and complexity of modeling, building, training and deploying production-grade AI and machine learning models by providing data scientists, developers, and analysts the tools to maintain full flexibility and control. Our key unique features include:
Continual Learning to build and automate machine learning pipelines from research to production and automatically retrain models in production with incoming data and advanced monitoring capabilities to ensure models are accurate, healthy and performing well.
Machine learning management that standardizes the full machine learning process in a collaborative environment that supports management of models, experiments, data and research for 100% reproducible data science.
An Open Platform that works with any framework or programming language. Its advanced connectivity to any compute resources (cloud / on-premise) allows organizations to utilize on-premise infrastructure (Kubernetes, Data Lakes, Hadoop, etc) and scale to any cloud in one click.
Features
A/B Testing
Analytics
API
Big Data
Dashboard
Data Export
Data Import
Data Mining
Data Visualization
External Integrations
Multi-User
SAP Integration
Sentiment Analysis
Cloud Deployment
Local Deployment
Optimized Search Processing
Features
A/B Testing
Analytics
API
Big Data
Dashboard
Data Export
Data Import
Data Mining
Data Visualization
External Integrations
Multi-User
SAP Integration
Sentiment Analysis
Cloud Deployment
Local Deployment
Optimized Search Processing
Summary
No key features associated with this application.
Summary
AI Library - Build, share & reuse algorithms
Easy Team Collaboration
Tool, Environment, Language Agnostic
100% Reproducible Data Science
One-Click Model Deployment
Rapid Experimentation
Real-time Model Monitoring
Continual Learning - Auto Adaptive Machine Learning
Data Management & Version Control
Simple Scalability with Unlimited Compute
FAQs
No FAQs associated with this application.
FAQs
What platforms does this service support?
cnvrg.io is an open platform that works with any framework or programming language. Its advanced connectivity to any compute resources (cloud / on-premise) allows organizations to utilize on-premise infrastructure (Kubernetes, Data Lakes, Hadoop, etc) and scale to any cloud in one click.
What is this service generally used for?
The platform manages and accelerates data science workflows from development to production and provides a collaborative environment for teams to build state-of-the-art AI models at scale.
What are some applications this service is commonly used in tandem with?
Jupyter Notebooks, Python, R, Kubernetes, Docker, Spark, Google Cloud, Azure, Voila, Dash, R Shiny, Kibana, Grafana, NVIDIA NGC, Git
Does this service offer guides, tutorials and or customer support?
cnvrg.io offers a full knowledge base and help center and has full customer onboarding & ongoing support. We also offer a resource center with webinars and content for ML professional development.
Who are the main user groups of this service?
cnvrg.io is used by Data Scientists and Engineering professionals of medium-large enterprises in all industries. We also offer solutions for IT and Software Developers building Machine Learning.
Does this service offer an API?
Yes
Does this service offer multi-user capability (e.g. teams)?
Yes
Does this service integrate with any other apps?
Slack, and outgoing Webhooks and every version control system (github, gitlab, bitbucket, amazon ec2, azure, google cloud platform, Kubernetes, dockerhub)
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