Azure Machine Learning Reviews & Product Details

Azure Machine Learning is an enterprise-grade service that facilitates the end-to-end machine learning lifecycle, enabling data scientists and developers to build, train, and deploy models efficiently. Key Features and Functionality: - Data Preparation: Quickly iterate data preparation on Apache Spark clusters within Azure Machine Learning, interoperable with Microsoft Fabric. - Feature Store: Increase agility in shipping your models by making features discoverable and reusable across workspaces. - AI Infrastructure: Take advantage of purpose-built AI infrastructure uniquely designed to combine the latest GPUs and InfiniBand networking. - Automated Machine Learning: Rapidly create accurate machine learning models for tasks including classification, regression, vision, and natural language processing. - Responsible AI: Build responsible AI solutions with interpretability capabilities. Assess model fairness through disparity metrics and mitigate unfairness. - Model Catalog: Discover, fine-tune, and deploy foundation models from Microsoft, OpenAI, Hugging Face, Meta, Cohere, and more using the model catalog. - Prompt Flow: Design, construct, evaluate, and deploy language model workflows with prompt flow. - Managed Endpoints: Operationalize model deployment and scoring, log metrics, and perform safe model rollouts. Primary Value and Solutions Provided: Azure Machine Learning accelerates time to value by streamlining prompt engineering and machine learning model workflows, facilitating faster model development with powerful AI infrastructure. It streamlines operations by enabling reproducible end-to-end pipelines and automating workflows with continuous integration and continuous delivery (CI/CD). The platform ensures confidence in development through unified data and AI governance with built-in security and compliance, allowing compute to run anywhere for hybrid machine learning. Additionally, it promotes responsible AI by providing visibility into models, evaluating language model workflows, and mitigating fairness, biases, and harm with built-in safety systems.

Seller

Microsoft

Discussions

Azure Machine Learning Community

Solution Type

All-in-One

Overview by

Don Scott (GM, AI Product @ Microsoft)

Value at a Glance

Averages based on real user reviews.

Time to Implement

3 months

Return on Investment

11 months

View More Pricing Information

Top-Rated Alternatives

Gemini Enterprise Agent Platform

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User Insights

Average based on 90 real user reviews.

Implementation Time

3 months

Perceived Cost

$$$$$

Simran R.

Cloud Engineer

Information Technology and Services

Mid-Market (51-1000 emp.)

5/24/2023

"Azure Machine Learning Studio Review"

3.5/5

What do you like best about Azure Machine Learning?

Overall, the experience is good as I can explore the public models and if people are new to ML then Azure ML studio is great to start with as it does involve minimum coding knowledge. Also, it has an interactive UI. Review collected by and hosted on G2.com.

What do you dislike about Azure Machine Learning?

It is mid-tier, so there are a lot of features that are not available currently. Also, cost is one of the factors. It is no so compatible with Tensorflow or some models. Review collected by and hosted on G2.com.

What problems is Azure Machine Learning solving and how is that benefiting you?

Was using it for testing purposes along with Tensorflow and by connecting to the database, we can run queries and use built-in algorithms. The implementation is simple, and the template can be recycled if needed. Azure ML provides a sample code that shows how to connect the model to our existing application. Review collected by and hosted on G2.com.

Monesh L.

Programmer Analyst Trainee

Small-Business (50 or fewer emp.)

6/7/2023

"Good User Interface"

5/5

What do you like best about Azure Machine Learning?

It is designed to be easy to use, even for beginners. The drag-and-drop interface makes it easy to create and configure machine learning models, and the built-in tools provide everything you need to train, test, and deploy your models. Review collected by and hosted on G2.com.

What do you dislike about Azure Machine Learning?

It can be difficult to integrate cutting-edge procedures into your projects. The drag-and-drop process of building your pipeline is slower than typing. There are fewer help guides and questions/answers available online than for other machine learning tools. Review collected by and hosted on G2.com.

YASHWANTHI M.

Programmer Analyst Trainee

Small-Business (50 or fewer emp.)

6/16/2023

"The Platform that makes machine learning Accessible to everyone"

4.5/5

What do you like best about Azure Machine Learning?

It is tightly integrated with other Azure Services such as Azure Databricks and Azure Data Lake. Azure machine learning is very affordable, especially for small businesses and startups. Review collected by and hosted on G2.com.

What do you dislike about Azure Machine Learning?

The documentation for some features is incomplete or outdated. The pricing can be complex and confusing and also the platform can be slow at times. There are some features still in review, so they may not be stable. Review collected by and hosted on G2.com.

Aman S.

Cloud Operations Engineer

Information Services

Mid-Market (51-1000 emp.)

7/3/2023

"Azure Machine learning studio"

5/5

What do you like best about Azure Machine Learning?

It is highly sophisticated and gives all the features at ease for machine learning programming. Review collected by and hosted on G2.com.

What do you dislike about Azure Machine Learning?

there is nothing to dislike about Azure Machine Learning Review collected by and hosted on G2.com.

Marien B.

Programmer Analyst Trainee

Small-Business (50 or fewer emp.)

6/7/2023

"Excellent for beginners to learn and work on Machine Learning"

5/5

What do you like best about Azure Machine Learning?

Its very user friendly. The platform and environment is friendly. As a fresher to machine learning, this platform helped me to adapt quickly to its environment . Review collected by and hosted on G2.com.

What do you dislike about Azure Machine Learning?

I liked most of the features in it. But i feel inneed more flexibility to adapt and learn. Some features are limited and, I personally didn't like it as i need to explore more. Review collected by and hosted on G2.com.

Haribabu J.

Mid-Market (51-1000 emp.)

7/17/2023

"Awesome Experience"

5/5

What do you like best about Azure Machine Learning?

Its a Awesome Product, can be used as a service, very flexible in building interface, numerous algorithms are supported, support of web services and awesome documentation. Review collected by and hosted on G2.com.

What do you dislike about Azure Machine Learning?

Nothing for now. everything is fine for now. Review collected by and hosted on G2.com.

Verified User in Management Consulting

Mid-Market (51-1000 emp.)

6/7/2023

"It’s user friendly and easy to handle."

4.5/5

What do you like best about Azure Machine Learning?

Azure machine learning studio is easy to learn and to explore a lot of things. And while using azure machine learning studio I got some innovative ideas to work on. Review collected by and hosted on G2.com.

What do you dislike about Azure Machine Learning?

There is nothing that I dislike in Azure machine learning studio. Azure machine learning studio is completely a good platform to learn better and to work on the platform. Review collected by and hosted on G2.com.

What problems is Azure Machine Learning solving and how is that benefiting you?

Azure Machine Learning Studio is a powerful cloud-based platform that provides a range of capabilities for building, deploying, and managing machine learning models. It helps solve several problems related to machine learning development and deployment, benefiting both data scientists and organizations in several ways. Review collected by and hosted on G2.com.

Verified User in Computer Software

Enterprise (> 1000 emp.)

6/6/2023

"Useful"

3.5/5

What do you like best about Azure Machine Learning?

I like how it is a one-stop way to manage, train, and deploy models. It is very useful for deploying models to an endpoint and monitoring performance. Review collected by and hosted on G2.com.

What do you dislike about Azure Machine Learning?

It can feel kind of bloated sometimes in terms of the number of features. Sometimes I use a different solution when I only want to use one or two of the things that ML Studio offers. Review collected by and hosted on G2.com.

Akshay M.

Software Engineer

Small-Business (50 or fewer emp.)

6/27/2023

"It is a great platform for learning"

5/5

What do you like best about Azure Machine Learning?

The video which explain everything well. I appreciate the videos and explanations. The topics discussed in it. Review collected by and hosted on G2.com.

What do you dislike about Azure Machine Learning?

Everything was great! It works very well The course is a bit lengthy. Review collected by and hosted on G2.com.