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Vertex AI Reviews & Product Details - Page 48

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

Cendrol D.
CD
Cendrol D.Mid-Market (51-1000 emp.)
5.0 out of 5
"Scalable and Efficient ML Platform"
Like Vertex AI offers more than AI agent and all and providing Ml part in one platform only so easy also
PS G.
PG
PS G.Small-Business (50 or fewer emp.)
3.5 out of 5
"This is best for the people who want to work efficient in organization"
Auto ML feature. The Auto ML feature is the best thing in this and it reduces your work and you to work efficiently also the Auto Edge and Custom r...
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...
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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

525 Vertex AI Reviews

4.3 out of 5
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525 Vertex AI Reviews
4.3 out of 5
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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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DS
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: Organic
What do you like best about Vertex AI?

Easy to run ML Engine jobs via gcloud ml engine commands Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

ML models are developed using paths to local files. Updating models to use Google Cloud Storage is difficult and there is no documentation on Google Cloud on how to do this. Also updating python scripts to use argparse is trial and error with little documentation. Review collected by and hosted on G2.com.

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

Model for case routing Review collected by and hosted on G2.com.

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

I used the computer vision, natural language processing engine. The API support is pretty well that I can write code quickly. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

Functions like Safe Search could be improved with more detailed information, instead of justing giving 0-5 ratings. Review collected by and hosted on G2.com.

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

Image rating with possible texts. The vision problem and text problem could be both solved by ML engine. Review collected by and hosted on G2.com.

AM
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: Organic
What do you like best about Vertex AI?

Ability to quickly deploy out machine learning without the setup and operational requirements needed to complete the task. Wish there was more ux involved in the machine learning engine but I'm sure that will come. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

Requires some development skills and analytical skills and there isn't a simple button you can press. Review collected by and hosted on G2.com.

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

Sentiment analysis of customers Review collected by and hosted on G2.com.

RB
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: Organic
What do you like best about Vertex AI?

Being able to do everything in a seamless serverless fashion. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

Not everything is tied neatly. Like Firebase data cannot be streamed to Cloud Pub/Sub so we can do machine learning.

Google Speech API doesnt do transcription for longer audio files from contact center recordings Review collected by and hosted on G2.com.

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

speech translation

matchmaking

object detection in images Review collected by and hosted on G2.com.

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

I am just trying to learn ML and registered in the ML boot camp. I am enjoying the lectures and how the boot camp is organized. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

I got the the info. on pre-requisites just 12 or so hours before the boot camp was supposed to start. Review collected by and hosted on G2.com.

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

Fraud, metrics, errors Review collected by and hosted on G2.com.

Verified User in Computer Software
GC
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: Organic
What do you like best about Vertex AI?

We went through an alpha with GCP particularly for AutoML. The onboarding and commitment of the Google Cloud team is an amazing experience. They seem to have to most experience on this topic compared to the other big competitors like AWS. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

The amount of categories is currently fairly limited, but this should expand anytime soon. Review collected by and hosted on G2.com.

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

We are exploring the possibilities of using AutoML to deliver more insights and intelligence to our CRM offering. We are in an early phase with this. Review collected by and hosted on G2.com.

Verified User in Computer Software
GC
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: G2 Gives Campaign
Incentivized Review
What do you like best about Vertex AI?

the whole framework is in place to start with. the data collection api is good. the process to sample the data and create subset is clear. like the idea of data training and prediction. bootcamp is a good start and google cloud platform is worthy registration. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

would like it better to be able to register the bootcamp at home and start a free session that valid for a few days. Review collected by and hosted on G2.com.

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

don't have to set up the whole environment manually. Review collected by and hosted on G2.com.

Verified User in Health, Wellness and Fitness
GH
Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: Organic
What do you like best about Vertex AI?

The Ease of use of GCP ML API. It has the great ability to manage the model management , versioning and ease of deployment . The documentation is very user friendly and it support different languages Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

The product doesn't provide KPI meterics or the epoc time cycle as well as comparison of all deployed model for better ascore Review collected by and hosted on G2.com.

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

Healthcare domain. Ability to identify the hospital readmission of patients. Through this API, hospital can serve better patient engagement and better outcomes. Review collected by and hosted on G2.com.

LZ
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: Organic
What do you like best about Vertex AI?

Google Cloud Machine Learning Engine has lots of build in functions in tensor flow and has datalab to run step by step. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

Sometimes it takes some time to go thruogh the help ducment. Review collected by and hosted on G2.com.

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

We are doing project for southern data scientist conference Review collected by and hosted on G2.com.

ME
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: Seller invite
What do you like best about Vertex AI?

The open source TensorFlow library. Detailed tutorials that utilize pre-trained models to train specialized vision models. The model zoo. Review collected by and hosted on G2.com.

What do you dislike about Vertex AI?

The console can be improved with better integration with tensorboard and jupyter notebooks. Review collected by and hosted on G2.com.

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

Automating vision tasks such as object detection. Review collected by and hosted on G2.com.