Google Cloud Vertex AI Logo Award Winner Product Badge
Google Cloud Vertex AI Logo Award Winner Product Badge
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Google Cloud Vertex AI

8.7 /10
Category
Google Cloud Vertex AI
8.7 /10

What is Google Cloud Vertex AI?

Cloud Machine Learning Engine is a managed service that lets developers and data scientists build and run superior machine learning models in production. Cloud ML Engine offers training and prediction services, which can be used together or individually. It has been used by enterprises to solve problems ranging from identifying clouds in satellite images, ensuring food safety, and responding four times faster to customer emails. The training and prediction services within ML Engine are now referred to as AI Platform Training and AI Platform Prediction.

Company Details


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Awards & Recognition

Google Cloud Vertex AI won the following awards in the Machine Learning Platforms category

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Google Cloud Vertex AI Ratings

Real user data aggregated to summarize the product performance and customer experience.
Download the entire Product Scorecard to access more information on Google Cloud Vertex AI.

89 Likeliness to Recommend

1
Since last award

100 Plan to Renew

1
Since last award

76 Satisfaction of Cost Relative to Value

1
Since last award


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Emotional Footprint Overview

+92 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 Google Cloud Vertex AI?

3% Negative
3% Neutral
94% Positive

Pros

  • Inspires Innovation
  • Performance Enhancing
  • Effective Service
  • Respectful

Feature Ratings

Average 81

Model Training

83

Data Exploration and Visualization

82

Data Labeling

82

Feature Engineering

82

Explainability

82

Data Ingestion

81

Openness and Flexibility

81

Pre-Packaged AI/ML Services

81

Model Monitoring and Management

81

Algorithm Diversity

80

Data Pre-Processing

80

Vendor Capability Ratings

Average 78

Quality of Features

82

Ease of Data Integration

81

Ease of Implementation

81

Ease of Customization

81

Ease of IT Administration

79

Business Value Created

78

Breadth of Features

77

Vendor Support

77

Availability and Quality of Training

76

Product Strategy and Rate of Improvement

75

Usability and Intuitiveness

74

Google Cloud Vertex AI Reviews

Geoffrey M.

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

Submitted Oct 2024

Great tool for AI development

Likeliness to Recommend

9 /10

What differentiates Google Cloud Vertex AI from other similar products?

Google Cloud Vertex AI stands out due to its seamless integration with other Google Cloud services and its comprehensive suite of tools that support end-to-end AI development. Its focus on scalability and ease of use makes it appealing for organizations of all sizes.

What is your favorite aspect of this product?

My favorite aspect of Google Cloud Vertex AI is its intuitive interface that simplifies complex tasks, making it easier for teams to collaborate on AI projects. The extensive documentation and community support also enhance the overall experience.

What do you dislike most about this product?

One of the main drawbacks is that some advanced features can be complex to navigate, especially for newcomers. Additionally, the pricing structure may be confusing and could benefit from more transparency.

What recommendations would you give to someone considering this product?

I recommend thoroughly evaluating the features that align with your organization's needs before committing. Take advantage of trial periods to test the capabilities and assess whether they meet your expectations for scalability and integration.

Pros

  • Continually Improving Product
  • Reliable
  • Performance Enhancing
  • Trustworthy

Shane M.

  • Role: Human Resources
  • Industry: Technology
  • Involvement: End User of Application
Validated Review
Verified Reviewer

Submitted Aug 2024

To scale and deploy machine learning models.

Likeliness to Recommend

9 /10

What differentiates Google Cloud Vertex AI from other similar products?

Data scientists' and developers' workflows are made simpler by Vertex AI, which centralizes a variety of machine learning tools and services. Model development and deployment are accelerated by the use of AutoML and MLOps features, which lessen the need for human interaction.

What is your favorite aspect of this product?

For monitoring machine learning experiments and storing model versions, datasets, and training configurations, I enjoy using Google Cloud Vertex AI.

What do you dislike most about this product?

Although it provides AutoML tools, to fully utilize its advanced capabilities, one may need to have specialist understanding of both Google Cloud and machine learning.

What recommendations would you give to someone considering this product?

For training bespoke models with frameworks like TensorFlow, PyTorch, and scikit-learn by uploading your own data and models to train in the cloud, I suggest Google Cloud Vertex AI.

Pros

  • Helps Innovate
  • Continually Improving Product
  • Reliable
  • Performance Enhancing

Yan G.

  • Role: Sales Marketing
  • Industry: Education
  • Involvement: End User of Application
Validated Review
Verified Reviewer

Submitted Aug 2024

A perfect machine learning software.

Likeliness to Recommend

10 /10

What differentiates Google Cloud Vertex AI from other similar products?

Availability of pre built templates and intuitive software interface.

What is your favorite aspect of this product?

Availability of responsive technical support team and easy building up of artificial intelligence models.

What do you dislike most about this product?

The software is a great machine learning management platform. No aversion.

What recommendations would you give to someone considering this product?

I advocate doing enough research before making decision of implementing any software. This will ensure real business value and quality services.

Pros

  • Performance Enhancing
  • Enables Productivity
  • Unique Features
  • Effective Service

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