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

$$$$$

Verified User in Online Media

Enterprise (> 1000 emp.)

9/11/2019

"Azure, Powered with AI rich Algorithms made my life simple"

5/5

What do you like best about Azure Machine Learning?

Developed a predictive analytics model where I could use data from more than one source. This was pretty hard when I had used a similar platform previously, but in Azure there is a comprehensive package where everything is there ready in a single canvas, where I could just drag and drop. Absolutely zero programming knowledge required, visualization at its best... We all know about Power BI, don't we... 😊 Review collected by and hosted on G2.com.

What do you dislike about Azure Machine Learning?

Not a dislike as it, but storage space is limited to 10 GB Review collected by and hosted on G2.com.

Verified User in Computer Software

Enterprise (> 1000 emp.)

10/5/2019

"Best platform for learn machine learning and natural language processing(NLP)."

4/5

What do you like best about Azure Machine Learning?

The best part of Azure Machine Learning is that it has suitable algorithms for all problems. Best cognitive services like (LUIS) natural language processing free APIs and storage system. All algorithms for data processing. Review collected by and hosted on G2.com.

What do you dislike about Azure Machine Learning?

It is a little bit complicated for non-coding background learners. Review collected by and hosted on G2.com.

Reza N.

Technical Lead

Enterprise (> 1000 emp.)

8/21/2019

"Azure ML, rich but not complete"

3.5/5

What do you like best about Azure Machine Learning?

Ease of use, the tooling and other MS libs that complement it Review collected by and hosted on G2.com.

What do you dislike about Azure Machine Learning?

Offerings are segregated and building an end-to-end dev cycle is still not straight forward Review collected by and hosted on G2.com.

Verified User in Education Management

Mid-Market (51-1000 emp.)

9/2/2019

"Machine Learning made incredibly effortless"

4/5

What do you like best about Azure Machine Learning?

I liked the studio which I have been using for sometime now. Its very simple and does a lot of boilerplate stuff without error codes, very smooth. Review collected by and hosted on G2.com.

What do you dislike about Azure Machine Learning?

I would like it cover more state of the art stuff so that we can stay up to date on whats happening new in the ML Review collected by and hosted on G2.com.

Verified User in Computer Software

Small-Business (50 or fewer emp.)

8/15/2019

"Azure Machine learning review"

5/5

What do you like best about Azure Machine Learning?

How easy is to work with this product. Increase productivity with integrated CI/CD, machine learning pipelines, and model management. Review collected by and hosted on G2.com.

What do you dislike about Azure Machine Learning?

Too many windows and To enable your production scenarios, you may need to use resources beyond the free amounts. Review collected by and hosted on G2.com.

Recommendations to others considering Azure Machine Learning:

Azure products for 12 months, $200 credit to spend for the first 30 days of sign up, and access to more than 25 products that are always free. Review collected by and hosted on G2.com.

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

Identify suitable algorithms and hyper-parameters faster. Review collected by and hosted on G2.com.

Verified User in Building Materials

Mid-Market (51-1000 emp.)

8/31/2019

Business partner of the seller or seller's competitor, not included in G2 scores.

"Good, A steep learning curve but worth the payoff"

5/5

What do you like best about Azure Machine Learning?

The ease of repetitive tasks now means quickly and efficiently what might have taken a few hours or multiple employees can now be done quickly and effortlessly Review collected by and hosted on G2.com.

What do you dislike about Azure Machine Learning?

Like all offerings the complexity means coming into it can be confusing with a steep learning curve. Review collected by and hosted on G2.com.

Verified User in Information Technology and Services

Enterprise (> 1000 emp.)

9/9/2019

"Helpful and a good starting point for anyone looking to start with machine learning models"

4/5

What do you like best about Azure Machine Learning?

The best part of Azure Machine Learning is the support and the ease of use. Easy to implement and the graphical interface is quick to adapt to. Review collected by and hosted on G2.com.

What do you dislike about Azure Machine Learning?

If we compare it to other open source platforms, getting access and effective memory usage. Review collected by and hosted on G2.com.

Verified User in Information Technology and Services

Mid-Market (51-1000 emp.)

7/6/2019

"A powerful tool for machine learning"

5/5

What do you like best about Azure Machine Learning?

it has a very intuitive and friendly environment

it makes machine learning easy cause of the drag and drop feature

its fast and easy to use Review collected by and hosted on G2.com.

What do you dislike about Azure Machine Learning?

Azure ML has very few machine learning Algorithms i.e it doesn't have most of the tree algorithms. Review collected by and hosted on G2.com.

Recommendations to others considering Azure Machine Learning:

I recommend Azure ML to people who want to start ML and have little experience with coding. Review collected by and hosted on G2.com.

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

We use Azure Ml to build basic machine learning algorithms and to teach staffs with no programming experience ML Review collected by and hosted on G2.com.

Verified User in Education Management

Small-Business (50 or fewer emp.)

3/19/2019

"Easy to use and work on"

4.5/5

What do you like best about Azure Machine Learning?

This software is very easy to use and work with. The UI for this application is amazing and we can easily create Machine learning methods with the databases on the server. The ease with which the models can be built is amazing. I would recommend this software to all the folks out there. Review collected by and hosted on G2.com.

What do you dislike about Azure Machine Learning?

Still needs improvements in terms of more machine learning models. Adding more models will improve the number of iterations that can be performed on the same data. It will help for the overall success of the project. Review collected by and hosted on G2.com.

Recommendations to others considering Azure Machine Learning:

It's a hassle-free software and hence would highly recommend this. Review collected by and hosted on G2.com.

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

For creating models like prediction models and forecasting models by using different Machine Learning methods. So instead of writing the whole codes, just using Microsoft Azure has helped a lot. Review collected by and hosted on G2.com.

Verified User in Civic & Social Organization

Enterprise (> 1000 emp.)

8/22/2019

"Easy to implement and to start to work with"

4/5

What do you like best about Azure Machine Learning?

As my title says, the process when you start to work with the solution is not painful and is easy to start your implementation Review collected by and hosted on G2.com.

What do you dislike about Azure Machine Learning?

I would like to have more training resources Review collected by and hosted on G2.com.