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Vertex AI Reviews & Product Details - Page 17

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

It’s like having a toolbox with everything you need to build, test, and launch machine learning models.Google provides pre-built models for common tasks like recognizing objects in pictures or translating languages.It is highly scalable and gives good performance as per your need. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

Depending on your location and the nature of your data, there might be latency or data transfer issues, especially when dealing with very large datasets.Using Vertex AI, especially for big projects, can get pricey. The costs can add up quickly. Review collected by and hosted on G2.com.

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

Creating models for forecasting inventory and stock management Review collected by and hosted on G2.com.

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

The fact that you can take use of foundational models as well as open source the fact you can acccess 130 differernt models and the robut tuning capabilities in the platform Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

The downsides are the models don't have internet connectivity however during tihs conference a new update feature came out which addresses this. Review collected by and hosted on G2.com.

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

A number of different uses cases for automation from agent assist to AML detection in our enterprise to helping automated mundane step by step processes within the organization Review collected by and hosted on G2.com.

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

Great building blocks for any GenAI project, aligned with industry best practices. A stable API for accessing many open source or proprietary LLMs makes it very easy to switch as more capable models come out. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

Some naming changes are a little confusing, there are some outdated docs floating around the web so you need to be careful about that. Review collected by and hosted on G2.com.

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

Training custom models, using the same custom container for batch and online inference, interacting with BigQuery to retrieve data and generate predictions. Review collected by and hosted on G2.com.

Shivam G.
SG
Software Developer
Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Vertex AI?

Accuracy of the Vertex AI is very good.

Comparing with other AI tools that were available in the market it is better to use Vertex AI when it comes to train ML models. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

User Interface of vertex AI is not good when I compare it with chatgpt. Review collected by and hosted on G2.com.

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

Vertex AI helps me in getting a clear overview of how ML model works and how to train it. Review collected by and hosted on G2.com.

TANMAY J.
TJ
Social Media Manager
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?

features- 1) So many free services for test

2) CCAI (Call Centre AI) very good bot for answering the question

3) Dialogflow CX

Ease of Implementation- Easy to implement

Ease of Integration- Yes Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

Ease of Use- Difficult to build logic (so many complex things) compared to other tools

Customer Support- so many answers of questions I faced (personally) are not found in articles and very less videos on youtube

Frequency of Use- very low (I prefer different tools) Review collected by and hosted on G2.com.

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

Not one-click options (compared to other platforms)

Difficult to create logic in Dialogflow (compared to other platforms)

Only available for English language Review collected by and hosted on G2.com.

Asad K.
AK
Graphic Designer
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?

I like the feature of team collaboration to scale applications using Google Cloud. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

I would suggest that it needs improvements and bug fixes. Review collected by and hosted on G2.com.

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

Deploying large machine learning models and using generative AI for production and development. Review collected by and hosted on G2.com.

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

I like the multiple levels of integration, being able to use semantic search to create resources that make sense for my data storage, size, type and specific use case. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

My lack of knowledge is showing, I have not spent enough time getting up to speed with the multimodal nature to build applications yet. Review collected by and hosted on G2.com.

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

Grounding in a level of truth that is reliable, scalable and gets to the intention of the data search instead of simply regurgitating values that are searched. Review collected by and hosted on G2.com.

Arun V.
AV
Senior Software Developer
Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: G2 invite
Incentivized Review
(Original )Information
What do you like best about Vertex AI?

Documentation and credit system so I can learn and try that. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

Not find any dislike yet as still implementing Review collected by and hosted on G2.com.

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

We can train models for our repetitive works and also google providing credits so we can try and use Review collected by and hosted on G2.com.

Swati k.
SK
Content writer
Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: G2 invite
Incentivized Review
(Original )Information
What do you like best about Vertex AI?

besy for MLop, for begineers, end to end pipeline, integrating with biqquery. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

complex and costly, scalability and security. minimum resourse and vendor lock. resourse managent. Review collected by and hosted on G2.com.

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

easy for pipeline, pre trained API, easy integration, Auto ML and model managemenet. Review collected by and hosted on G2.com.

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

Seamless integration with he data warehouse and easy to use Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

Nothing to be honest it has been a great product will explore more and let you know about the dislikes. Review collected by and hosted on G2.com.

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

Reducing the time to get useful insights from the data warehouse Review collected by and hosted on G2.com.