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features
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support

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Description

We aim to transform the accessibility of production-ready Machine Learning. ZenML, a leading product in MAIOT, serves as an open-source MLOps framework that allows users to create reproducible Machine Learning pipelines. These pipelines are designed to manage the entire process from data versioning to deploying a model seamlessly. The framework’s core structure emphasizes extensible interfaces, enabling users to tackle intricate pipeline scenarios while also offering a user-friendly “happy path” that facilitates success in typical use cases without the burden of excessive boilerplate code. Our goal is to empower Data Scientists to concentrate on their specific use cases, objectives, and workflows related to Machine Learning, rather than on the complexities of the underlying technologies. As the landscape of Machine Learning rapidly evolves, both in software and hardware, we strive to separate reproducible workflows from the necessary tools, simplifying the integration of new technologies for users. Ultimately, this approach aims to foster innovation and streamline the development process in the Machine Learning realm.

Description

Simplify your MLOps pipelines. ZenML allows you to manage, deploy and scale any infrastructure. ZenML is open-source and free. Two simple commands will show you the magic. ZenML can be set up in minutes and you can use all your existing tools. ZenML interfaces ensure your tools work seamlessly together. Scale up your MLOps stack gradually by changing components when your training or deployment needs change. Keep up to date with the latest developments in the MLOps industry and integrate them easily. Define simple, clear ML workflows and save time by avoiding boilerplate code or infrastructure tooling. Write portable ML codes and switch from experiments to production in seconds. ZenML's plug and play integrations allow you to manage all your favorite MLOps software in one place. Prevent vendor lock-in by writing extensible, tooling-agnostic, and infrastructure-agnostic code.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Amazon S3 No 
Amazon Web Services (AWS) No 
Apache Beam No 
Apache Spark No 
Bitbucket No 
Deepchecks No 
Discord No 
Evidently AI No 
Gemini Enterprise Agent Platform Notebooks No 
GitLab No 
Google Cloud Platform No 
HashiCorp Vault No 
LangSmith No 
Llama 3.1 No 
MLflow No 
Pillow No 
Polars No 
Python No 
Tekton No 
Weights & Biases No 

Integrations

Amazon S3 Yes 
Amazon Web Services (AWS) Yes 
Apache Beam Yes 
Apache Spark Yes 
Bitbucket Yes 
Deepchecks Yes 
Discord Yes 
Evidently AI Yes 
Gemini Enterprise Agent Platform Notebooks Yes 
GitLab Yes 
Google Cloud Platform Yes 
HashiCorp Vault Yes 
LangSmith Yes 
Llama 3.1 Yes 
MLflow Yes 
Pillow Yes 
Polars Yes 
Python Yes 
Tekton Yes 
Weights & Biases Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

Free
Free Trial Yes 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux Yes 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person Yes 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) Yes 
In Person No 

Vendor Details

Company Name

MAIOT

Founded

2021

Country

Germany

Website

www.maiot.io

Vendor Details

Company Name

ZenML

Founded

2021

Country

United States

Website

zenml.io

Product Features

Fleet Maintenance

Cost Tracking No 
Fuel Tracking No 
Maintenance History No 
Maintenance Scheduling No 
Parts Inventory Management No 
Repair Tracking No 
Tire Management No 
Vehicle Information No 
Warranty Tracking No 
Work Order Management No 

Product Features

Machine Learning

Deep Learning Yes 
ML Algorithm Library No 
Model Training Yes 
Natural Language Processing (NLP) Yes 
Predictive Modeling Yes 
Statistical / Mathematical Tools No 
Templates Yes 
Visualization Yes 

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