Fraud Detection on Financial Transactions with Machine Learning on Google Cloud
Completed by Shady Elmestekawy
March 9, 2025
1 hours (approximately)
Shady Elmestekawy'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: Machine Learning
- Category: Data Manipulation
- Category: Decision Tree Learning
- Category: Logistic Regression
- Category: Fraud detection
- Category: Anomaly Detection
- Category: Unsupervised Learning
- Category: Feature Engineering
- Category: Predictive Modeling
- Category: Applied Machine Learning
- Category: Model Training
- Category: Model Evaluation
