Home of workflow orchestration for data and ML at scale.

Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Article
Parallel Audio Transcription: Using Whisper, JAX and Flyte Map Tasks for Streamlined Batch Inference
Samhita Alla
Samhita Alla

Parallel Audio Transcription: Using Whisper, JAX and Flyte Map Tasks for Streamlined Batch Inference

Imagine you have a dataset of thousands of audio files that need to be transcribed.
Read the story
Feature
Manish Patel: ‘Now is the exact right moment for Union’
Matthew Rothenberg
Matthew Rothenberg

Manish Patel: ‘Now is the exact right moment for Union’

The founder of VC Nava Ventures describes the big vision he sees for Union.ai.
Read the story
Press
Update
Union.ai announces $19.1M Series A and launches all-new Union Cloud to simplify AI and data workflows for all
Martin Stein
Martin Stein

Union.ai announces $19.1M Series A and launches all-new Union Cloud to simplify AI and data workflows for all

Union Cloud enables any organization to operationalize complex AI with data ownership, governance and cost efficiency.
Read the story
Article
Fine Tuning vs. Prompt Engineering Large Language Models
Niels Bantilan
Niels Bantilan

Fine Tuning vs. Prompt Engineering Large Language Models

When to manipulate the input prompt and when to roll up your sleeves and update parameter weights.
Read the story
Community
PyData Seattle 2023 In Review
Sara Gawlinski
Sara Gawlinski

PyData Seattle 2023 In Review

The Union.ai team kept busy last week at PyData Seattle 2023.
Read the story
Article
Union Cloud is SOC 2 Type II Certified
David Espejo
David Espejo

Union Cloud is SOC 2 Type II Certified

We’re excited to announce that Union Cloud has achieved the SOC 2 Type II Certification for Security, Availability and Integrity.
Read the story
Community
Union at PyData Seattle 2023
Sara Gawlinski
Sara Gawlinski

Union at PyData Seattle 2023

Every year, PyData Seattle brings together experts, practitioners, and enthusiasts in the field of data science and machine learning.
Read the story
Community
Meet Union.ai at Gartner
Sandra Youssef
Sandra Youssef

Meet Union.ai at Gartner

The World’s Most Important Gathering of Data and Analytics Leaders
Read the story
Article
Cloud Native Security Con 2023: highlights
David Espejo
David Espejo

Cloud Native Security Con 2023: highlights

I had the chance to attend Cloud Native Security Con North America 2023, which ran Feb. 1 and 2 at the Seattle Convention Center.
Read the story
Article
The ML Doctor Says: Don’t Build Fancy Models Before You Set a Simple Baseline
Niels Bantilan
Niels Bantilan

The ML Doctor Says: Don’t Build Fancy Models Before You Set a Simple Baseline

So you’ve taken a few online courses in machine learning and landed a data scientist role in your first industry job.
Read the story
Article
Update
Union’s Andrew Dye describes his journey to MLOps
Sharon Florentine
Sharon Florentine

Union’s Andrew Dye describes his journey to MLOps

Union.ai Systems Engineer Andrew Dye sat down with Demetrios Brinkmann and David Aponte of MLOps Community for an MLOps Coffee Session.
Read the story
Article
Structured Dataset
Niels Bantilan
Niels Bantilan

Structured Dataset

Tabular data is ubiquitous today and nowhere more so than in data-engineering and data science tasks, where inputs and outputs are typically...
Read the story
Update
Article
UnionML 0.2.0 Integrates with BentoML
Niels Bantilan
Niels Bantilan

UnionML 0.2.0 Integrates with BentoML

One of the most challenging aspects of building machine learning-driven applications is what I like to call “the deployment chasm.”
Read the story
Pandera
Article
Pandera: A Statistical Data Testing Framework in Python
Niels Bantilan
Niels Bantilan

Pandera: A Statistical Data Testing Framework in Python

I first learned about DataFrames very early in my data-science journey, learning Python and R in tandem.
Read the story
Article
Update
Flyte™ Sandbox: Union-Hosted Sandbox
Niels Bantilan
Niels Bantilan

Flyte™ Sandbox: Union-Hosted Sandbox

Taking Flyte from the Comfort of your Browser
Read the story
Press
Orchestration Takes Center Stage at KubeCon
Matthew Rothenberg
Matthew Rothenberg

Orchestration Takes Center Stage at KubeCon

‍Union.ai’s Union Cloud management enables new ML and data products.
Read the story
Article
Production-Grade ML Pipelines: Flyte™ vs. Kubeflow
Samhita Alla
Samhita Alla

Production-Grade ML Pipelines: Flyte™ vs. Kubeflow

Kubernetes-native machine learning orchestrators are rocking the ML world: Kubeflow and Flyte™.
Read the story
Community
MLOps AMA Session with Ketan Umare
Sandra Youssef
Sandra Youssef

MLOps AMA Session with Ketan Umare

Union.ai CEO/co-founder and Flyte TSC Chair Ketan Umare was recently featured on an MLOps Community “Ask Me Anything” session.
Read the story
Article
Press
Update
Pandera
Pandera Joins Union.ai
Niels Bantilan
Niels Bantilan

Pandera Joins Union.ai

Making data quality a first-class citizen in data and ML orchestration.
Read the story
Article
Orchestration for Data, Machine Learning and Infrastructure
Sarah Floris
Sarah Floris

Orchestration for Data, Machine Learning and Infrastructure

In music, orchestration is the process that ensures a large ensemble of individual instruments play their parts on time and in tempo.
Read the story
Community
Kelsey Hightower Panel: “Machine Learning in Production”
Martin Stein
Martin Stein

Kelsey Hightower Panel: “Machine Learning in Production”

Kelsey Hightower discusses Machine Learning in Production during a 90 minute Twitter Spaces event. Read the transcript.
Read the story
Press
Union.ai releases UnionML for seamless creation of web-native machine learning applications
Niels Bantilan
Niels Bantilan

Union.ai releases UnionML for seamless creation of web-native machine learning applications

Union.ai, provider of the open-source workflow orchestration platform Flyte and its hosted version, Union Cloud, today announced the release of ....
Read the story
Article
UnionML: The easiest way to build and deploy ML microservices
Niels Bantilan
Niels Bantilan

UnionML: The easiest way to build and deploy ML microservices

I entered the world of data science and machine learning almost 10 years ago, enamored with the idea that statistical models enable us to obtain in...
Read the story
Article
We Are Union
Ketan Umare
Ketan Umare

We Are Union

I founded Union.ai with a singular mission: to make orchestration of machine learning so easy and repeatable, teams of any size can use...
Read the story
Article
Update
Build Indestructible Pipelines with Flyte™
Samhita Alla
Samhita Alla

Build Indestructible Pipelines with Flyte™

We all love “undoing” when things don’t work as expected. Imagine the pain we would have to experience without such an option; we can’t just revert to
Read the story
Article
From Incubation to Graduation, and Beyond: FlytePath
Ketan Umare
Ketan Umare

From Incubation to Graduation, and Beyond: FlytePath

2021 was a fantastic year for Flyte — 100+ features and 20+ integrations were added, 1000+ community members joined us, production deployments across
Read the story
Article
Why Is the Maintainability and Reproducibility of Machine Learning Models Hard?
Samhita Alla
Samhita Alla

Why Is the Maintainability and Reproducibility of Machine Learning Models Hard?

Machine Learning isn’t cheap. Chiefly, when one massive model or several multiple models are to be built, it eats up your time, money, and effort.
Read the story

No results found

Please try different keywords.