Microsoft Azure Machine Learning simplifies data analysis and empowers you to find the answers your business needs.
The question isn’t whether you can find the answers.The question is how.
Forecast the future by estimating the relationship between variables.
Estimate product demand
Predict sales figures
Determine equipment servicing priorities
Identify and predict rare or unusual data points.
Predict credit risk
Catch abnormal equipment readings
Separate similar data points into intuitive groups.
Perform customer segmentation
Predict customer tastes
Determine which products fail the same way
Answers simple, two-choice questions, like yes-or-no, true-or-false.
Is this tweet positive?
Will this customer renew their service?
Which of two coupons draws more customers?
Answers complex questions with multiple possible answers.
What is the mood of this tweet?
Which service will this customer choose?
Which of several promotions draws more customers?
Data in rank ordered categories
Predicts event counts
Predicts a distribution
Fast training, linear model
Linear model, small data sets
Accurate, long training times
Accurate, fast training times
Accurate, fast training times, large memory footprint
Under 100 features, aggressive boundary
Fast training times
Under 100 features, linear model
Accurate, fast training
Accurate, fast training, large memory footprint
Accurate, small memory footprint
Under 100 features
Fast training times, linear model
Accuracy, long training times
Accuracy, fast training times
Accuracy, small memory footprint
Depends on the two-class classifier