TensorFlow TFX Logo Award Winner Product Badge
TensorFlow TFX Logo Award Winner Product Badge
TensorFlow

TensorFlow TFX

8.2 /10
Category
TensorFlow TFX
8.2 /10

What is TensorFlow TFX?

TFX is an end-to-end platform for deploying production ML pipelines

Company Details


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Awards & Recognition

TensorFlow TFX won the following awards in the Machine Learning Platforms category

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TensorFlow TFX Ratings

Real user data aggregated to summarize the product performance and customer experience.
Download the entire Product Scorecard to access more information on TensorFlow TFX.

91 Likeliness to Recommend

100 Plan to Renew

87 Satisfaction of Cost Relative to Value

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Since last award


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Emotional Footprint Overview

+97 Net Emotional Footprint

The emotional sentiment held by end users of the software based on their experience with the vendor. Responses are captured on an eight-point scale.

How much do users love TensorFlow TFX?

0% Negative
0% Neutral
100% Positive

Pros

  • Helps Innovate
  • Continually Improving Product
  • Reliable
  • Enables Productivity

Feature Ratings

Average 86

Algorithm Diversity

92

Data Labeling

89

Feature Engineering

88

Performance and Scalability

88

Data Exploration and Visualization

86

Model Monitoring and Management

86

Model Training

84

Pre-Packaged AI/ML Services

83

Data Ingestion

83

Data Pre-Processing

83

Algorithm Recommendation

81

Vendor Capability Ratings

Average 83

Business Value Created

91

Quality of Features

89

Breadth of Features

88

Ease of IT Administration

85

Ease of Customization

85

Product Strategy and Rate of Improvement

82

Ease of Implementation

80

Availability and Quality of Training

80

Vendor Support

79

Usability and Intuitiveness

77

Ease of Data Integration

75

TensorFlow TFX Reviews

Kumar A.

  • Role: Information Technology
  • Industry: Engineering
  • Involvement: End User of Application
Validated Review
Verified Reviewer

Submitted Mar 2024

Fabulous And User friendly

Likeliness to Recommend

8 /10

What differentiates TensorFlow TFX from other similar products?

TensorFlow Extended (TFX) distinguishes itself by providing an end-to-end platform specifically tailored for productionizing machine learning models at scale, offering features like built-in support for TensorFlow, standardized components for data ingestion, validation, training, evaluation, and deployment, along with integration with TensorFlow Serving and Apache Beam for distributed processing, ensuring robustness, scalability, and ease of deployment in production environments.

What is your favorite aspect of this product?

TFX's comprehensive suite of tools and standardized components streamline the end-to-end process of deploying machine learning models at scale, ensuring efficiency and reliability in production environments.

What do you dislike most about this product?

I have no dis;like

What recommendations would you give to someone considering this product?

I would recommend thoroughly evaluating your organization's specific requirements and existing infrastructure to ensure compatibility and alignment with TFX's capabilities. Additionally, consider investing time in understanding TFX's architecture and components to maximize its benefits and streamline integration into your machine learning workflows.

Pros

  • Reliable
  • Enables Productivity
  • Trustworthy
  • Unique Features

Niharika M.

  • Role: Information Technology
  • Industry: Engineering
  • Involvement: IT Leader or Manager
Validated Review
Verified Reviewer

Submitted Mar 2024

Easy to deploy large model

Likeliness to Recommend

10 /10

What differentiates TensorFlow TFX from other similar products?

the deployment part we can deploy large ml model in this and easy to use

What is your favorite aspect of this product?

the machine learning training and deployment part and also training part

What do you dislike most about this product?

nothing to dislike easy to use and large resources

What recommendations would you give to someone considering this product?

i'll recommend to everyone use it once

Pros

  • Helps Innovate
  • Continually Improving Product
  • Performance Enhancing
  • Enables Productivity

David R.

  • Role: Information Technology
  • Industry: Media
  • Involvement: End User of Application
Validated Review
Verified Reviewer

Submitted Jan 2024

Tensorflow is awesome!

Likeliness to Recommend

9 /10

What differentiates TensorFlow TFX from other similar products?

TensorFlow ML is a powerhouse in ML with its open-source framework and extensive community support.

What is your favorite aspect of this product?

Fine-tuning models for specific media content nuances is a breeze. Robust API support.

What do you dislike most about this product?

The complexity of deploying models on edge devices. Simplifying the process for non-technical users would broaden the accessibility of TensorFlow ML

What recommendations would you give to someone considering this product?

If you seek a versatile, community-backed machine learning framework with vast customization options, then TensorFlow ML is your guy.

Pros

  • Inspires Innovation
  • Transparent
  • Friendly Negotiation
  • Helps Innovate

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