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AWS MACHINE LEARNING SPECIALITY CERTIFICATION CHEATSHEET

by KAUSTUBH SHARMA on July 22, 2022, 3:12 p.m. with 796 views

In this cheat sheet, you learn about how AWS services solve our problems/requirements. This cheat sheet will be helpful for the last-day revision for the AWS Certified Machine learning Speciality.

S.No. 

PROBLEM STATEMENT 

SOLUTION 

1 

Build a real-time fraud detection system with the least number of components that also ensures ease of maintenance 

Ingest the clickstream data into Kinesis Data Streams, which is then written into Kinesis Data Analytics for real-time fraud detection using the Random Cut Forest Algorithm. A Lambda function sends an email alert for every fraud detected by the algorithm. The processed stream data is finally sent to Kinesis Data Firehose for subsequent storage in S3 

1 

Build a real-time fraud detection system with the least number of components that also ensures ease of maintenance 

Ingest the clickstream data into Kinesis Data Streams, which is then written into Kinesis Data Analytics for real-time fraud detection using the Random Cut Forest Algorithm. A Lambda function sends an email alert for every fraud detected by the algorithm. The processed stream data is finally sent to Kinesis Data Firehose for subsequent storage in S3 

 

 

 

1 

Build a real-time fraud detection system with the least number of components that also ensures ease of maintenance 

Ingest the clickstream data into Kinesis Data Streams, which is then written into Kinesis Data Analytics for real-time fraud detection using the Random Cut Forest Algorithm. A Lambda function sends an email alert for every fraud detected by the algorithm. The processed stream data is finally sent to Kinesis Data Firehose for subsequent storage in S3 

Learn more this through Video on -YouTube