Decentralized Machine

Learning Platform

With just a few lines of code, DataAgora allows you to train your machine learning models while maintaining privacy, security & compliance for your customers.

Sign Up!

Decentralized Machine

Learning Platform

With just a few lines of code, DataAgora allows you to train your machine learning models while maintaining privacy, security & compliance for your customers.

Sign Up!

The Problem

Centralizing data from users presents several challenges. Bandwidth and storage costs can balloon out of control when trying to store images or large amounts of textual/numerical data. Any data center which contains such sensitive information is a prime target for hackers, but has to sacrifice many security guarantees to be capable of accepting incoming data streams from a dynamic set of consumer-owned devices. Moreover, once a hacker is inside the walls of a data center, they have access to all the data stored within.

The Solution

By ensuring the data never leaves the host, DataAgora solves privacy and security concerns. By pushing machine learning to the edge, DataAgora can train on much more data than would be feasible to train on in a centralized setting. All of this while generalizing to better machine learning models using federated learning. With our service, we can generalize the powerful algorithm to many machine learning settings.

The Problem

Centralizing data from users presents several challenges. Bandwidth and storage costs can balloon out of control when trying to store images or large amounts of textual/numerical data. Any data center which contains such sensitive information is a prime target for hackers, but has to sacrifice many security guarantees to be capable of accepting incoming data streams from a dynamic set of consumer-owned devices. Moreover, once a hacker is inside the walls of a data center, they have access to all the data stored within.

The Solution

By ensuring the data never leaves the host, DataAgora solves privacy and security concerns. By pushing machine learning to the edge, DataAgora can train on much more data than would be feasible to train on in a centralized setting. All of this while generalizing to better machine learning models using federated learning. With our service, we can generalize the powerful algorithm to many machine learning settings.

Build a perfect decentralized
machine learning for developers
in 3 easy steps

1

Install our library

Just install DataAgora on your terminal with a few lines of code and at the speed of light.
2

Bootstrap it once

Start the DataAgora library at the beginning of the application your users use.
3

Register data locally

Add the data to the DataAgora local storage and training will happen automatically.

Just a few lines of code

Just a few lines of code

// Import the DataAgora library const dagora = require('dataagora').bootstrap('SECRET_KEY_HERE'); // Tell DataAgora some data is ready for training const receipt = await dagora.add({ data: "user's credit card data is…", label: "user’s monthly expenditure is…" });

Our Plans

FREE

$ 0.00

Per Month
  • Up to 5 repos
  • Train 10 nodes at a time
  • Email Customer Support
Get Free

PRO

$ 1,000

Per Month
  • Up to 20 repos
  • Train 100 nodes at a time
  • Email Customer Support
Contact Sales

ENTERPRISECUSTOMIZED

$ 0.0

Design a custom package for your business
  •  Unlimited repos
  •  Unlimited nodes
  • 24/7 Customer Support
Contact Sales

Open Source

decentralized-ml
Interoperable and decentralized machine learning in Python
dml-library-js
Interoperable and decentralized machine learning in JavaScript
explora
Customized Jupyter Notebook for users to directly interact with

Contact Us