Fraud Detection on Financial Transactions with Machine Learning on Google Cloud
Completed by Shau Kai Chen
April 19, 2024
1 hours (approximately)
Shau Kai Chen's account is verified. Coursera certifies their successful completion of Fraud Detection on Financial Transactions with Machine Learning on Google Cloud
What you will learn
Load data into BigQuery and explore and create new features in BigQuery.
Bbuild an unsupervised model for anomaly detection.
Build supervised models (with logistic regression and boosted tree) for fraud detection.
Evaluate and compare the models and select the champion and use the selected model to predict the likelihood of fraud on a test data.
Skills you will gain
- Category: Anomaly Detection
- Category: Applied Machine Learning
- Category: Google Cloud Platform
- Category: Decision Tree Learning
- Category: Unsupervised Learning
- Category: Predictive Modeling
- Category: Feature Engineering
- Category: Big Data
- Category: Fraud detection
- Category: Data Manipulation
- Category: Logistic Regression
- Category: Machine Learning
