Bank Marketing

The data is related with direct marketing campaigns (phone calls) of a Portuguese banking institution. You can find the data here. Trying to classify it with different frameworks & platforms, and trying to compare the results.

In this repository I am focusing on how to use Amazon ML from your local machine. If you want to use the GUI, follow these 10 simple steps:

1. Go to aws.
2. Sign in to the Console
3. Set region as either US East(Virginia) or EU (Ireland)
4. Save dataset in a S3 Bucket or Amazon Redshift cluster.
5. Click on services -> Machine Learning
6. If you do not have any previously created ML model, click -> Get Started.
7. Standard Setup -> Launch
8. Enter bucket name and datasource name(optional).
9. Create the Data Schema
10. Enter target variable from your dataset.
11. Review your datasource info.

When I used Amazon ML I go this result

More the number of False positive, more the loss incurred by the organization.