We performed a comparison between Microsoft Azure Machine Learning Studio and TIBCO Data Science based on real PeerSpot user reviews.
Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms."Their web interface is good."
"The solution is very fast and simple for a data science solution."
"The AutoML is helpful when you're starting to explore the problem that you're trying to solve."
"Azure's AutoML feature is probably better than the competition."
"MLS allows me to set up data experiments by running through various regression and other machine learning algorithms, with different data cleaning and treatment tools. All of this can be achieved via drag and drop, and a few clicks of the mouse."
"The most valuable feature is data normalization."
"It is a scalable solution…It is a pretty stable solution…The solution's initial setup process was pretty straightforward."
"It's easy to use."
"The most valuable feature is the ease of setting up visualizations."
"The idea that you don't have to generate reports each day but they are sent automatically is great."
"The most valuable feature is the performance."
"We like the way we can drill down into each report to get back data on each project. From the portfolio level, I can see what is happening on it. That is a really important feature. I can look at indirect costs, for example, which are hitting each CIO portfolio. It's good to be able to see actual resources in terms of time as well as cost."
"This solution could be improved if they could integrate the data pipeline scheduling part for their interface."
"A problem that I encountered was that I had to pay for the model that I wanted to deploy and use on Azure Machine Learning, but there wasn't any option that that model can be used in the designer."
"Integration with social media would be a valuable enhancement."
"The platform's integration feature could be better."
"Microsoft should also include more examples and tutorials for using this product."
"I think it should be made cheaper for certain people…It may appear costlier for those who don't consider time important."
"Technical support could improve their turnaround time."
"The regulatory requirements of the product need improvement."
"The scripting for customization could be improved."
"Additional templates would help to get things moving more quickly in terms of getting the reports out."
"In terms of performance, I can see there are some issues when you are working with big data. When we are taking it from the Data Lake, we have a lot of issues."
"I would like the visualization for the map of countries to be more easily configurable."
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Microsoft Azure Machine Learning Studio is ranked 2nd in Data Science Platforms with 50 reviews while TIBCO Data Science is ranked 25th in Data Science Platforms. Microsoft Azure Machine Learning Studio is rated 7.6, while TIBCO Data Science is rated 7.6. The top reviewer of Microsoft Azure Machine Learning Studio writes "Good support for Azure services in pipelines, but deploying outside of Azure is difficult". On the other hand, the top reviewer of TIBCO Data Science writes "A straightforward initial setup and good reporting but needs better documentation". Microsoft Azure Machine Learning Studio is most compared with Google Vertex AI, Databricks, Azure OpenAI, TensorFlow and Google Cloud AI Platform, whereas TIBCO Data Science is most compared with TIBCO Statistica, MathWorks Matlab, Amazon SageMaker and Dataiku Data Science Studio.
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