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Vertex AI Reviews & Product Details - Page 25

Vertex AI Overview

What is Vertex AI?

Build, deploy, and scale machine learning (ML) models faster, with fully managed ML tools for any use case. Through Vertex AI Workbench, Vertex AI is natively integrated with BigQuery, Dataproc, and Spark. You can use BigQuery ML to create and execute machine learning models in BigQuery using standard SQL queries on existing business intelligence tools and spreadsheets, or you can export datasets from BigQuery directly into Vertex AI Workbench and run your models from there. Use Vertex Data Labeling to generate highly accurate labels for your data collection.

Vertex AI Details
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Product Description

Vertex AI is a managed machine learning (ML) platform that helps you build, train, and deploy ML models faster and easier. It includes a unified UI for the entire ML workflow, as well as a variety of tools and services to help you with every step of the process. Vertex AI Workbench is a cloud-based IDE that is included with Vertex AI. It makes it easy to develop and debug ML code. It provides a variety of features to help you with your ML workflow, such as code completion, linting, and debugging. Vertex AI and Vertex AI Workbench are a powerful combination that can help you accelerate your ML development. With Vertex AI, you can focus on building and training your models, while Vertex AI Workbench takes care of the rest. This frees you up to be more productive and creative, and it helps you get your models into production faster. If you're looking for a powerful and easy-to-use ML platform, then Vertex AI is a great option. With Vertex AI, you can build, train, and deploy ML models faster and easier than ever before.

How do you position yourself against your competitors?

Vertex AI is a unified platform that provides a wide range of tools and services to help you build, train, and deploy machine learning models faster and easier. It is a managed platform that takes care of the underlying infrastructure, so you can focus on building and training your models. It is also a scalable platform that can easily scale up or down your ML workloads as needed.


Seller Details
Seller
Google
Company Website
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
32,610,195 Twitter followers
LinkedIn® Page
www.linkedin.com
301,875 employees on LinkedIn®
Ownership
NASDAQ:GOOG
Phone
+1 (650) 253-0000
Total Revenue (USD mm)
$182,527
Description

Organize the world’s information and make it universally accessible and useful.


RJ
Overview Provided by:

Recent Vertex AI Reviews

Swati M.
SM
Swati M.Enterprise (> 1000 emp.)
4.5 out of 5
"Great Machine Learning Platform with Easy Integration"
Vertex AI makes it easy to prepare data, train models, and deploy them. The tools and services work well together, which saves time and effort. Aut...
Julian D.
JD
Julian D.Small-Business (50 or fewer emp.)
4.5 out of 5
"Very good at building, integrating, and deploying"
It integrates into code frameworks which is very good for my work, super complete. development platform on the unified platform is interestin
Verified User
U
Verified UserSmall-Business (50 or fewer emp.)
4.5 out of 5
"Less friction and more innovation. Vertex AI Review."
Vertex AI is excellent for exploring and evaluating a diversity of machine learning models in a single environment, I like this because it simplifi...
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5 people requested security information

Vertex AI Media

Vertex AI Demo - [Use Case] Prototype to Production
Vertex AI helps you go from notebook code to a deployed model in the cloud. From data to training, batch or online predictions, tuning, scaling and experiment tracking, Vertex AI has every tool you need.
Vertex AI Demo - [Use Case] Data readiness
Vertex AI supports your data preparation process. You can ingest data from BigQuery and Cloud Storage and leverage Vertex AI Data Labeling to annotate high-quality training data and improve prediction accuracy.
Play Vertex AI Video
Play Vertex AI Video

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Video Reviews

523 Vertex AI Reviews

4.3 out of 5
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523 Vertex AI Reviews
4.3 out of 5
523 Vertex AI Reviews
4.3 out of 5

Vertex AI Pros and Cons

How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Cons

Overall Review Sentiment for Vertex AIQuestion

Time to Implement
<1 day
>12 months
Return on Investment
<6 months
48+ months
Ease of Setup
0 (Difficult)
10 (Easy)
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Verified User in Information Technology and Services
II
Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Vertex AI?

Streamlined workflows, intuitive interface, seamless integration with Google Cloud services, and robust feature set enhance productivity and efficiency. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

Limited customization options and inconsistent issues reduce flexibility and might require alternatives, which affects the adaptability and efficiency of the workflow. Review collected by and hosted on G2.com.

What problems is Vertex AI solving and how is that benefiting you?

Vertex AI speeds up the creation, implementation, and administration of models, resulting in time savings, increased scalability, improved teamwork, and ultimately increased productivity. Review collected by and hosted on G2.com.

Anand A.
AA
Specialist - Software Engineering
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Vertex AI?

Vertex AI provides single platform for building application models in Machine Learning. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

It requires an understanding of both generative AI and vertex AI concepts.

Pricing may be a concern for certain features. Review collected by and hosted on G2.com.

What problems is Vertex AI solving and how is that benefiting you?

It provides easy integration for many free services for test dailogflow implementation. Review collected by and hosted on G2.com.

BL
Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: G2 Gives Campaign
Incentivized Review
What do you like best about Vertex AI?

so easy to use, abstract away a lot of stuff for no-code ML development Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

Sometime its a blackbox so its hard to debug Review collected by and hosted on G2.com.

What problems is Vertex AI solving and how is that benefiting you?

abstract away services make it effortlessly to use Review collected by and hosted on G2.com.

Verified User in Automotive
IA
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Vertex AI?

I used it for implementing Gen AI use cases and also used Vertex Ai workbench to implement Python logic. Vertex ai comes with GCP's infrastructure so, there will be so much benefit in using any software tool. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

I face some issues in deploying the code that I implemented within Vertex AI workbenches and if there is documentation on how to deploy, that saves the developer's time. Review collected by and hosted on G2.com.

What problems is Vertex AI solving and how is that benefiting you?

I used it in a report verification tool (it is a GenAI use case). With this use case, users do not have to go through 100s of files to validate the report, resulting in saving the time and human errors. Review collected by and hosted on G2.com.

KA
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: G2 Gives Campaign
Incentivized Review
What do you like best about Vertex AI?

The ease of use and integration is what I love most about Vertex AI. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

Not enough documentation or ease opf access to documentation Review collected by and hosted on G2.com.

What problems is Vertex AI solving and how is that benefiting you?

Internal document training for generativve AI functionality Review collected by and hosted on G2.com.

BJ
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: G2 Gives Campaign
Incentivized Review
What do you like best about Vertex AI?

VertexAI allows you to use more than Google's foundational model but you can also leverage third party and custom model Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

Logging can be difficult for prompt and responses. Review collected by and hosted on G2.com.

What problems is Vertex AI solving and how is that benefiting you?

Agent servicing Review collected by and hosted on G2.com.

EH
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: G2 Gives Campaign
Incentivized Review
What do you like best about Vertex AI?

The easy setup of notebook construction and production. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

You must know all the steps, and it's not easy for newbie. Review collected by and hosted on G2.com.

What problems is Vertex AI solving and how is that benefiting you?

The medical image processing and it's good to use. Review collected by and hosted on G2.com.

Verified User in Information Technology and Services
AI
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: G2 Gives Campaign
Incentivized Review
What do you like best about Vertex AI?

Vertex AI is really good for LLM/Training models. They are above the competiton by far. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

Certain things on Vertex AI cost a lot, I would hope these come down in cost at some point. Review collected by and hosted on G2.com.

What problems is Vertex AI solving and how is that benefiting you?

We use Vertex AI For Data Science, ML, and Generative AI. Use cases depend on the team but we use LLM for certain things as well which is best in class. Review collected by and hosted on G2.com.

Verified User in Manufacturing
UM
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Vertex AI?

Easy UI to navigate

LLM features available

Easo of implementation and supporting documents Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

API issue frequently

Gemini performance is not that great Review collected by and hosted on G2.com.

What problems is Vertex AI solving and how is that benefiting you?

Utilizing vertex AI for creating datastore and using LLM for multiuple use cases Review collected by and hosted on G2.com.

SP
Senior Automation Engineer
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: G2 Gives Campaign
Incentivized Review
What do you like best about Vertex AI?

helps for our modelling work for AI stuff we do in recruiting space Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

nothing much here as we are fairly new exploring Review collected by and hosted on G2.com.

What problems is Vertex AI solving and how is that benefiting you?

resume parsing, finding new talents models Review collected by and hosted on G2.com.