Fraud Detection on Financial Transactions with Machine Learning on Google Cloud
Completed by Gregory A Spoor
July 21, 2024
1 hours (approximately)
Gregory A Spoor'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: Unsupervised Learning
- Category: Feature Engineering
- Category: Predictive Modeling
- Category: Applied Machine Learning
- Category: Model Training
- Category: Big Data
- Category: Machine Learning
- Category: Model Evaluation
- Category: Decision Tree Learning
- Category: Data Manipulation
- Category: Logistic Regression
- Category: Fraud detection
