What is TFX?

TensorFlow Extended (TFX) is a production-grade machine learning platform built on TensorFlow. It provides a comprehensive framework for building, deploying, and managing ML pipelines. TFX includes components for data validation, data transformation, model training, model evaluation, model deployment, and model monitoring. It's commonly used by organizations to automate their ML workflows and ensure the reliability and scalability of their models in production environments.

Find 361 organizations using TFX on Sumble →

What other technologies are related to TFX?

TFX Competitor Technologies

Seldon

Seldon provides a platform for deploying and managing machine learning models, similar to components within TFX for deployment. Thus, it is a partial competitor.

MLFlow

MLflow provides tools for tracking experiments, managing models, and deploying models, overlapping with some of the functionalities of TFX. Thus, it is a partial competitor.

GCP Vertex AI

Vertex AI is a managed machine learning platform on GCP that provides similar end-to-end machine learning pipeline functionality as TFX, making it a competitor. While TFX can be a component used within Vertex AI, the platform itself can be seen as a competitor.

Cortex

Cortex is a platform for deploying machine learning models, similar to some of the serving components in TFX, therefore is a competitor.

AWS Sagemaker

SageMaker is a managed machine learning platform on AWS that provides similar end-to-end machine learning pipeline functionality as TFX, making it a competitor.

Azure ML

Azure ML provides similar end-to-end machine learning pipeline functionality as TFX on the Azure platform, making it a competitor.

Number of organizations that mention technology

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TFX Complementary Technologies

Kubeflow

Kubeflow is a machine learning platform built on Kubernetes. It complements TFX by providing an environment to deploy and manage TFX pipelines.

F

Feature Store

Feature stores manage and serve features for machine learning models. They complement TFX by providing a centralized repository of features for TFX pipelines.

DVC

DVC is a data version control tool. It complements TFX by managing the data and model versions used in TFX pipelines.

Number of organizations that mention technology

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Which job functions commonly mention TFX?

MLOps Engineer

2.3% of all MLOps Engineer jobs mention TFX

View 259 jobs on Sumble

Machine Learning

0.5% of all Machine Learning jobs mention TFX

View 612 jobs on Sumble

AI Engineer

0.1% of all AI Engineer jobs mention TFX

View 126 jobs on Sumble

Data, Analytics & Machine Learning

867 Data, Analytics & Machine Learning jobs mention TFX

View 867 jobs on Sumble

Data Scientist

118 Data Scientist jobs mention TFX

View 118 jobs on Sumble

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Which organizations are mentioning TFX?

Google

Scientific and Technical Services

General Mills India

Manufacturing

General Mills

Manufacturing

Etsy

Retail Trade

EXL

Professional Services

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**TFX**

What is TFX?

What other technologies are related to TFX?

TFX Competitor Technologies

TFX Complementary Technologies

Which job functions commonly mention TFX?

Which organizations are mentioning TFX?

Find the right accounts, contact, message, and time to sell

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