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Average Ratings 0 Ratings

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ease
features
design
support

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Description

Flyte is a robust platform designed for automating intricate, mission-critical data and machine learning workflows at scale. It simplifies the creation of concurrent, scalable, and maintainable workflows, making it an essential tool for data processing and machine learning applications. Companies like Lyft, Spotify, and Freenome have adopted Flyte for their production needs. At Lyft, Flyte has been a cornerstone for model training and data processes for more than four years, establishing itself as the go-to platform for various teams including pricing, locations, ETA, mapping, and autonomous vehicles. Notably, Flyte oversees more than 10,000 unique workflows at Lyft alone, culminating in over 1,000,000 executions each month, along with 20 million tasks and 40 million container instances. Its reliability has been proven in high-demand environments such as those at Lyft and Spotify, among others. As an entirely open-source initiative licensed under Apache 2.0 and backed by the Linux Foundation, it is governed by a committee representing multiple industries. Although YAML configurations can introduce complexity and potential errors in machine learning and data workflows, Flyte aims to alleviate these challenges effectively. This makes Flyte not only a powerful tool but also a user-friendly option for teams looking to streamline their data operations.

Description

ML Console is an innovative web application that empowers users to develop robust machine learning models effortlessly, without the need for coding skills. It is tailored for a diverse range of users, including those in marketing, e-commerce, and large organizations, enabling them to construct AI models in under a minute. The application functions entirely in the browser, which keeps user data private and secure. Utilizing cutting-edge web technologies such as WebAssembly and WebGL, ML Console delivers training speeds that rival those of traditional Python-based approaches. Its intuitive interface streamlines the machine learning experience, making it accessible to individuals regardless of their expertise level in AI. Moreover, ML Console is available at no cost, removing obstacles for anyone interested in delving into the world of machine learning solutions. By democratizing access to powerful AI tools, it opens up new possibilities for innovation across various industries.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Hugging Face
Amazon Athena
Apache Spark
Dask
Databricks Data Intelligence Platform
Dolt
Google Cloud BigQuery
Kubeflow
MLflow
ONNX
PyTorch
Ray
SQLAlchemy
Slack
Snowflake
Spotify
WebAssembly
dbt
pandas

Integrations

Hugging Face
Amazon Athena
Apache Spark
Dask
Databricks Data Intelligence Platform
Dolt
Google Cloud BigQuery
Kubeflow
MLflow
ONNX
PyTorch
Ray
SQLAlchemy
Slack
Snowflake
Spotify
WebAssembly
dbt
pandas

Pricing Details

Free
Free Trial
Free Version

Pricing Details

Free
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Union.ai

Founded

2020

Country

United States

Website

flyte.org

Vendor Details

Company Name

ML Console

Country

United States

Website

mlconsole.com

Product Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

Product Features

Alternatives

Alternatives

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