Microsoft Azure Machine Learning Studio Pros and Cons

Microsoft Azure Machine Learning Studio Pros

Software83c9
Software Engineer
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 graphical nature of the output makes it very easy to create PowerPoint reports as well.
Scalability, in terms of running experiments concurrently is good. At max, I was able to run three different experiments concurrently.
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Danilo Faria
System Analyst at a financial services firm with 1,001-5,000 employees
It is very easy to test different kinds of machine-learning algorithms with different parameters. You choose the algorithm, drag and drop to the workspace, and plug the dataset into this component.
When you import the dataset you can see the data distribution easily with graphics and statistical measures.
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Hameez Ariz
Process Analyst
Split dataset, variety of algorithms, visualizing the data, and drag and drop capability are the features I appreciate most.
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Nitin-Jain
Senior Associate - Data Science at a consultancy with 51-200 employees
Its ability to publish a predictive model as a web based solution and integrate R and python codes are amazing.
It helps in building customized models, which are easy for clients to use​.​​
​It has helped in reducing the time involved for coding using R and/or Python.
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Rolf Lindgren
CEO at a recruiting/HR firm with 1-10 employees
Visualisation, and the possibility of sharing functions are key features.
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Microsoft Azure Machine Learning Studio Cons

Software83c9
Software Engineer
Enable creating ensemble models easier, adding more machine learning algorithms.
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Danilo Faria
System Analyst at a financial services firm with 1,001-5,000 employees
I would like to see modules to handle Deep Learning frameworks.
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Hameez Ariz
Process Analyst
I personally would prefer if data could be tunneled to my model through a SAP ERP system, and have features of Excel, such as Pivot Tables, integrated.
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Nitin-Jain
Senior Associate - Data Science at a consultancy with 51-200 employees
​It could use to add some more features in data transformation, time series and the text analytics section.
Microsoft should also include more examples and tutorials for using this product.​
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Rolf Lindgren
CEO at a recruiting/HR firm with 1-10 employees
Operability with R could be improved.
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