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What is Lyft?

Lyft is an on-demand rideshare app that enables users to connect with drivers seamlessly. We place a strong emphasis on ensuring your safety throughout your journey. To maintain health standards, both passengers and drivers must wear masks while in transit. Within the app, you can easily access information about your driver and vehicle. Furthermore, sharing your trip details with friends or family is effortless, providing an added layer of security. In case of emergencies, help is readily available at your fingertips. Our commitment to being there for you whenever required highlights our dedication. Ultimately, your safety and comfort remain our highest priorities at all times.

What is Flyte?

Flyte is a powerful platform crafted for the automation of complex, mission-critical data and machine learning workflows on a large scale. It enhances the ease of creating concurrent, scalable, and maintainable workflows, positioning itself as a crucial instrument for data processing and machine learning tasks. Organizations such as Lyft, Spotify, and Freenome have integrated Flyte into their production environments. At Lyft, Flyte has played a pivotal role in model training and data management for over four years, becoming the preferred platform for various departments, including pricing, locations, ETA, mapping, and autonomous vehicle operations. Impressively, Flyte manages over 10,000 distinct workflows at Lyft, leading to more than 1,000,000 executions monthly, alongside 20 million tasks and 40 million container instances. Its dependability is evident in high-demand settings like those at Lyft and Spotify, among others. As a fully open-source project licensed under Apache 2.0 and supported by the Linux Foundation, it is overseen by a committee that reflects a diverse range of industries. While YAML configurations can sometimes add complexity and risk errors in machine learning and data workflows, Flyte effectively addresses these obstacles. This capability not only makes Flyte a powerful tool but also a user-friendly choice for teams aiming to optimize their data operations. Furthermore, Flyte's strong community support ensures that it continues to evolve and adapt to the needs of its users, solidifying its status in the data and machine learning landscape.

Media

Media

Integrations Supported

Amazon Athena
Amazon SageMaker
Apache Hive
Apache Spark
Cloaked
Feast
Google Cloud Platform
Great Expectations
Horovod
Kubernetes
MLflow
ONNX
PyTorch
RightChoice
SQLAlchemy
Snowflake
Spotify
Stripe Connect
dbt

Integrations Supported

Amazon Athena
Amazon SageMaker
Apache Hive
Apache Spark
Cloaked
Feast
Google Cloud Platform
Great Expectations
Horovod
Kubernetes
MLflow
ONNX
PyTorch
RightChoice
SQLAlchemy
Snowflake
Spotify
Stripe Connect
dbt

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Lyft

Date Founded

2012

Company Location

United States

Company Website

www.lyft.com

Company Facts

Organization Name

Union.ai

Date Founded

2020

Company Location

United States

Company Website

flyte.org

Categories and Features

Categories and Features

Machine Learning

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

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