UbiOps is an AI infrastructure platform that enables rapid deployment and management of AI/ML workloads with automatic scaling, hybrid cloud support, and zero DevOps requirements.
https://ubiops.com/
Product Information
Updated:Nov 9, 2024
What is UbiOps
UbiOps is a fully-managed deployment and serving platform designed for data scientists and teams looking to quickly turn their AI and machine learning models into scalable, production-ready services. It provides an easy way to deploy Python or R models as live services in the cloud or on-premise, without requiring extensive DevOps or cloud infrastructure knowledge. UbiOps handles containerization, API endpoint creation, request handling, and automatic scaling, allowing data scientists to focus on developing models rather than managing infrastructure.
Key Features of UbiOps
UbiOps is an AI infrastructure platform that enables teams to quickly deploy and manage AI/ML workloads as scalable microservices without extensive DevOps. It offers rapid model deployment, automatic scaling, hybrid/multi-cloud support, modular pipeline building, and robust security features. UbiOps streamlines the process of turning AI models into production-ready applications with minimal infrastructure management.
Rapid Model Deployment: Deploy AI/ML models in minutes instead of weeks, supporting various frameworks like PyTorch and TensorFlow.
Automatic Scaling: Dynamically scales compute resources based on usage, with zero-scaling to optimize costs during idle periods.
Hybrid and Multi-Cloud Support: Allows deployment on private infrastructure or across multiple cloud environments for flexibility and compliance.
Modular Pipeline Building: Create efficient workflows by combining multiple deployments into pipelines with custom APIs and data transformations.
Built-in Security and Compliance: Provides robust security features like end-to-end encryption and access controls, facilitating compliance with regulations such as GDPR and SOC 2.
Use Cases of UbiOps
LLM Deployment: Deploy and manage large language models in private environments, ensuring data privacy and scalability.
Computer Vision Applications: Run on-demand computer vision model inferencing for real-time workloads in industries like digital farming.
Medical AI Research: Support breakthrough medical AI applications by providing a scalable and secure platform for model deployment and management.
Energy Optimization: Deploy and scale AI models for predicting energy usage and optimizing heat networks in smart building applications.
Pros
Significantly reduces time and complexity in deploying AI/ML models to production
Offers flexible deployment options across various environments (cloud, on-premise, hybrid)
Provides built-in security and compliance features
Enables cost optimization through automatic scaling and zero-scaling
Cons
May require some learning curve for teams new to the platform
Potential lock-in to the UbiOps ecosystem for certain functionalities
How to Use UbiOps
Create a UbiOps account: Sign up for a free UbiOps account at ubiops.com
Install the UbiOps client library: Install the UbiOps Python client library using pip: pip install ubiops
Authenticate with UbiOps API: Obtain an API token from your UbiOps account and use it to authenticate: ubiops signin --token <YOUR_API_TOKEN>
Prepare your model code: Package your Python or R model code into a deployment-ready format
Create a deployment: Use the UbiOps UI or API to create a new deployment for your model
Upload your model code: Upload your packaged model code to the deployment you created
Configure deployment settings: Set input/output data types, instance type, scaling options etc. for your deployment
Deploy your model: Trigger deployment of your model to make it live and accessible via API
Make API requests: Use the generated API endpoint to make inference requests to your deployed model
Monitor and manage: Use the UbiOps dashboard to monitor usage, logs and manage your deployment
UbiOps FAQs
UbiOps is an AI infrastructure platform that helps teams quickly deploy and run their AI & ML workloads as reliable and secure microservices, without requiring extensive DevOps knowledge. It provides model serving, orchestration, and management capabilities.
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Analytics of UbiOps Website
UbiOps Traffic & Rankings
28K
Monthly Visits
#1124647
Global Rank
#15284
Category Rank
Traffic Trends: Jun 2024-Nov 2024
UbiOps User Insights
00:01:11
Avg. Visit Duration
1.82
Pages Per Visit
45.52%
User Bounce Rate
Top Regions of UbiOps
NL: 21.63%
US: 9.84%
MX: 8.7%
DE: 5.61%
ID: 5.18%
Others: 49.03%
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