cnvrg.io


What is cnvrg.io?

"cnvrg.io is an enterprise platform for end-to-end data science, that simplifies model management and helps teams build continual machine learning from research to production. "

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.


cnvrg.io scored 75/100 in the Machine Learning category. This is based on user satisfaction (100/100), press buzz (36/100), recent user trends (falling), and other relevant information on cnvrg.io gathered from around the web.

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cnvrg.io Product Overview

  • 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


Languages: English

cnvrg.io Features

  • 2-Factor Authentication
  • A/B Testing
  • Analytics
  • API
  • Big Data
  • Calendar Management
  • Contact Management
  • Conversion Tracking
  • Customer Management
  • Dashboard
  • Data Export
  • Data Import
  • Data Mining
  • Data Visualization
  • External Integrations
  • Forecasting
  • Inventory Tracking
  • Keyword Tracking
  • Link Tracking
  • Multi-Site
  • Multi-User
  • Notifications
  • Project Management
  • Referral Tracking
  • Scheduling
  • SEO
  • Supplier Management
  • SAP Integration
  • Sentiment Analysis
  • Cloud Deployment
  • Local Deployment
  • Optimized Search Processing
  • Dashboards
  • Reports
  • Visualization

cnvrg.io FAQs

What platforms does cnvrg.io 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 cnvrg.io 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 cnvrg.io 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 cnvrg.io 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 cnvrg.io?

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 cnvrg.io offer an API?

Yes

Does cnvrg.io offer multi-user capability (e.g. teams)?

Yes

Does cnvrg.io 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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