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About

Google Colab is a free, hosted Jupyter Notebook service that provides cloud-based environments for machine learning, data science, and educational purposes. It offers no-setup, easy access to computational resources such as GPUs and TPUs, making it ideal for users working with data-intensive projects. Colab allows users to run Python code in an interactive, notebook-style environment, share and collaborate on projects, and access extensive pre-built resources for efficient experimentation and learning. Colab also now offers a Data Science Agent automating analysis, from understanding the data to delivering insights in a working Colab notebook (Sequences shortened. Results for illustrative purposes. Data Science Agent may make mistakes.)

About

MLflow is an open source platform to manage the ML lifecycle, including experimentation, reproducibility, deployment, and a central model registry. MLflow currently offers four components. Record and query experiments: code, data, config, and results. Package data science code in a format to reproduce runs on any platform. Deploy machine learning models in diverse serving environments. Store, annotate, discover, and manage models in a central repository. The MLflow Tracking component is an API and UI for logging parameters, code versions, metrics, and output files when running your machine learning code and for later visualizing the results. MLflow Tracking lets you log and query experiments using Python, REST, R API, and Java API APIs. An MLflow Project is a format for packaging data science code in a reusable and reproducible way, based primarily on conventions. In addition, the Projects component includes an API and command-line tools for running projects.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Data scientists and AI researchers

Audience

Companies looking for an open source platform solution for the machine learning lifecycle

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 2.5 / 5
ease 3.6 / 5
features 3.1 / 5
design 4.0 / 5
support 2.6 / 5

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Google
Founded: 1998
United States
colab.research.google.com

Company Information

MLflow
Founded: 2018
United States
mlflow.org

Alternatives

Alternatives

Union Cloud

Union Cloud

Union.ai
Vertex AI

Vertex AI

Google
Vertex AI

Vertex AI

Google

Categories

Categories

Integrations

neptune.ai
Axolotl
Azure Data Science Virtual Machines
Azure Marketplace
Chirp 3
Gemma 2
GitHub
Google Cloud Platform
IBM Databand
Keras
LLaMA-Factory
Ludwig
MusicGen
Ragas
TensorFlow
Unity Catalog
Unstructured
VPVision
Vectice
conDati

Integrations

neptune.ai
Axolotl
Azure Data Science Virtual Machines
Azure Marketplace
Chirp 3
Gemma 2
GitHub
Google Cloud Platform
IBM Databand
Keras
LLaMA-Factory
Ludwig
MusicGen
Ragas
TensorFlow
Unity Catalog
Unstructured
VPVision
Vectice
conDati
Claim Google Colab and update features and information
Claim Google Colab and update features and information
Claim MLflow and update features and information
Claim MLflow and update features and information