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Vertex AI Reviews & Product Details - Page 19

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

I would say that easy to integrate of GEMINI which is something I am using most of the time is really great. And the multimodal feature was helping me integrate with many of my projects seamlessly.

Direct connecting with big query to feed in my data is a very handy part for me as a developer. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

I really want vertex ai to be integrated with my startup idea but the pricing is making me think twice. I can't really think about anything I don't like about vertex ai other than this:) Review collected by and hosted on G2.com.

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

Currently I am using Vertex ai to integrate LLM into our applications. The playground is giving me a clue on which will work for my use case and then the api connectivity is so easy to integrate with my app. Also as I am using GCP it's really good to work with same platform. Review collected by and hosted on G2.com.

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

Vertex AI is such a powerful and an intuitive platform to get started with all your AI needs. ITs auto-scaling capabilities coupled woth the fact that it has a variety of GenAI, vision, NLP, Text, Audio, and so many other multi-modal models available is its biggest plus point. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

With the nmaining of the different models, sometimes it is hard to keep track and find that starting point! Review collected by and hosted on G2.com.

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

Austo-Scaling and Security Review collected by and hosted on G2.com.

Sameer Shreenivas M.
SM
Deputy Manager - Customer Relations
Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Vertex AI?

It's seemless integration with other GCP products and user interface. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

The Services are not mature inough and these pre trained modules are lack certain dept. Review collected by and hosted on G2.com.

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

The AI studio to train multiple models using no of inputs Review collected by and hosted on G2.com.

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

It is able to reduce the amount of staffing required to complete simple tasks and questions. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

Takes a lot of resources to build and maintain Review collected by and hosted on G2.com.

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

Ability to create a self help to search knowledgebase articles that is easy to use for the very basic users. We are able to reduce the amount of calls and tickets by redirecting users to the AI to find their answers to simple questions. Review collected by and hosted on G2.com.

Verified User in Marketing and Advertising
UM
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Vertex AI?

Really easy to work with. Doesn't take a lot of time to get started with. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

Limited features. They can have more functionalities. Review collected by and hosted on G2.com.

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

Easy data loading and building ML models Review collected by and hosted on G2.com.

Verified User in Hospital & Health Care
UH
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: G2 Gives Campaign
Incentivized Review
What do you like best about Vertex AI?

my experience with Vertex AI is introductory, but am trying to learn more the space to utilize it within my current role. I like that Vertex AI allows flexibility and diversity within the platform. For example, it allows you the lean heavilty into the coding space using Python, Tensorflow, etc. It also has the point and click (low code) AutoML abilities as well. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

I have not dived deep enough into Vertex AI to experience downsides, but am enjoying the space to learn it further. Review collected by and hosted on G2.com.

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

My project idea involes PDF analysis, and I am hoping to utilize Document AI to accomplish this task. Review collected by and hosted on G2.com.

TARUN T.
TT
Digital Specialist Engineer
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: G2 invite
Incentivized Review
(Original )Information
What do you like best about Vertex AI?

Vertex ai notebooks is ai solution for complete data pipeline process. You acess data and other google cloud services. It's an jupyter based notebooks for all your needs. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

Vertex ai notebooks can be improved by adding more set of resources and cataloging Review collected by and hosted on G2.com.

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

It's one stop shop for all data science operation. Easy to work with. Integration is simple. Work with set of data sources and cloud services. Review collected by and hosted on G2.com.

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

- Access to 1P 3P models

- GenAI Studio

- Model Garden

- Vector Store Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

- The documentation on Vector Search is a bit outdated

- Need more easier access to models like Med-PaLM, Gemini for Medical, Gemini for Healthcare

- There is still a mismatch between accessing GenAI models using Google AI Studio and Vertex AI

- Need a better way to consume GenAI models using API based approach, should compare with Google AI Studio Review collected by and hosted on G2.com.

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

- GenAI for Healthcare, Retail

- Accessing models using Model Garden Review collected by and hosted on G2.com.

Kartheek C.
KC
Business Intelligence Engineer
Mid-Market(51-1000 emp.)
Validated Reviewer
Verified Current User
Review source: G2 invite
Incentivized Review
What do you like best about Vertex AI?

The information provided to my queries is very precise and specific, which is going to be the major attraction for Vertex AI moving forward Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

Not every time, but sometimes I observed, that AI is not typo-correcting the words that are misspelled, resulting in providing the wrong results Review collected by and hosted on G2.com.

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

Since I am from a Life Sciences background, personally, the major benefits that I was catered to are, it helped me understand the current market of life sciences and how the businesses are running in US Review collected by and hosted on G2.com.

Utkarsh Y.
UY
Associate Software Engineer Intern
Small-Business(50 or fewer emp.)
Validated Reviewer
Verified Current User
Review source: G2 invite
Incentivized Review
What do you like best about Vertex AI?

Accessible on Google Cloud, Vertex AI simplifies project implementation and integration with its numerous features. The standout Gemini model is a highlight, and with over 130 models, it excels in both search and conversation applications. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

The user interface could benefit from improvements, and there is room for increased automation in configurations, especially in catering to organizational needs. Review collected by and hosted on G2.com.

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

Vertex AI from Google Cloud addresses several challenges in machine learning such as :

Automated Model Tuning.

Pre-built Models.

End to End workflow Review collected by and hosted on G2.com.