Audience
Developers interested in a solution to manage, deploy, and scale on any infrastructure
About ZenML
Simplify your MLOps pipelines. Manage, deploy, and scale on any infrastructure with ZenML. ZenML is completely free and open-source. See the magic with just two simple commands. Set up ZenML in a matter of minutes, and start with all the tools you already use. ZenML standard interfaces ensure that your tools work together seamlessly. Gradually scale up your MLOps stack by switching out components whenever your training or deployment requirements change. Keep up with the latest changes in the MLOps world and easily integrate any new developments. Define simple and clear ML workflows without wasting time on boilerplate tooling or infrastructure code. Write portable ML code and switch from experimentation to production in seconds. Manage all your favorite MLOps tools in one place with ZenML's plug-and-play integrations. Prevent vendor lock-in by writing extensible, tooling-agnostic, and infrastructure-agnostic code.
Other Popular Alternatives & Related Software
Union Cloud
Union.ai is an award-winning, Flyte-based data and ML orchestrator for scalable, reproducible ML pipelines. With Union.ai, you can write your code locally and easily deploy pipelines to remote Kubernetes clusters.
“Flyte’s scalability, data lineage, and caching capabilities enable us to train hundreds of models on petabytes of geospatial data, giving us an edge in our business.”
— Arno, CTO at Blackshark.ai
“With Flyte, we want to give the power back to biologists. We want to stand up something that they can play around with different parameters for their models because not every … parameter is fixed. We want to make sure we are giving them the power to run the analyses.”
— Krishna Yeramsetty, Principal Data Scientist at Infinome
“Flyte plays a vital role as a key component of Gojek's ML Platform by providing exactly that."
— Pradithya Aria Pura, Principal Engineer at Goj
Learn more about Union Cloud
UnionML
Creating ML apps should be simple and frictionless. UnionML is an open-source Python framework built on top of Flyte™, unifying the complex ecosystem of ML tools into a single interface. Combine the tools that you love using a simple, standardized API so you can stop writing so much boilerplate and focus on what matters: the data and the models that learn from them. Fit the rich ecosystem of tools and frameworks into a common protocol for machine learning. Using industry-standard machine learning methods, implement endpoints for fetching data, training models, serving predictions (and much more) to write a complete ML stack in one place. Data science, ML engineering, and MLOps practitioners can all gather around UnionML apps as a way of defining a single source of truth about your ML system’s behavior.
Learn more about UnionML
Pipeshift
Pipeshift is a modular orchestration platform designed to facilitate the building, deployment, and scaling of open source AI components, including embeddings, vector databases, large language models, vision models, and audio models, across any cloud environment or on-premises infrastructure. The platform offers end-to-end orchestration, ensuring seamless integration and management of AI workloads, and is 100% cloud-agnostic, providing flexibility in deployment. With enterprise-grade security, Pipeshift addresses the needs of DevOps and MLOps teams aiming to establish production pipelines in-house, moving beyond experimental API providers that may lack privacy considerations. Key features include an enterprise MLOps console for managing various AI workloads such as fine-tuning, distillation, and deployment; multi-cloud orchestration with built-in auto-scalers, load balancers, and schedulers for AI models; and Kubernetes cluster management.
Learn more about Pipeshift
RunLve
Runlve sits at the center of the AI revolution. We provide data science tools, MLOps, and data & model management to empower our customers and community with AI capabilities to propel their projects forward.
Learn more about RunLve
Pricing
Starting Price:
Free
Free Version:
Free Version available.
Free Trial:
Free Trial available.
Company Information
ZenML
Founded: 2021
United States
zenml.io
Videos and Screen Captures
Other Useful Business Software
Go from Code to Production URL in Seconds
Skip the Kubernetes configs. Cloud Run handles HTTPS, scaling, and infrastructure automatically. Two million requests free per month.
Product Details
Platforms Supported
Cloud
Windows
Mac
Linux
Training
Documentation
Live Online
Webinars
Videos
Support
Online
ZenML Frequently Asked Questions
Q: What kinds of users and organization types does ZenML work with?
ZenML works with these users and organization types: Mid Size Business, Small Business, Enterprise, Freelance, Nonprofit, Government, and Startup.
Q: What languages does ZenML support in their product?
ZenML supports these languages: English.
Q: What kind of support options does ZenML offer?
ZenML offers support via online.
Q: What other applications or services does ZenML integrate with?
ZenML integrates with: Amazon S3, Amazon SageMaker, Amazon SageMaker Ground Truth, Apache Airflow, Apache Beam, Apache Spark, Amazon Web Services (AWS), Microsoft Azure, BentoML, BudgetML, Feast, ARGO, Google Cloud Platform, Great Expectations, HashiCorp Vault, Hugging Face, KServe, Kubeflow, Kubernetes, Label Studio, MLflow, MongoDB, Neptune OS, Pillow, and PostgreSQL and more.
Q: Does ZenML have an API?
Yes, ZenML has an API.
Q: What type of training does ZenML provide?
ZenML provides training in the form of documentation, live online, webinars, and videos.
Q: Does ZenML offer a free trial?
Yes, ZenML offers a free trial.
Q: How much does ZenML cost?
Pricing for ZenML starts at Free.
ZenML Product Features
Machine Learning
Deep Learning
Supported
Model Training
Supported
Natural Language Processing (NLP)
Supported
Predictive Modeling
Supported
Templates
Supported
Visualization
Supported
ML Algorithm Library
Not Supported
Statistical / Mathematical Tools
Not Supported
