Fraud Detection on Financial Transactions with Machine Learning on Google Cloud
Completed by Georgii Dmitriev
September 15, 2024
1 hours (approximately)
Georgii Dmitriev'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: Fraud detection
- Category: Anomaly Detection
- Category: Model Evaluation
- Category: Data Manipulation
- Category: Logistic Regression
- Category: Model Training
- Category: Feature Engineering
- Category: Unsupervised Learning
- Category: Predictive Modeling
- Category: Applied Machine Learning
- Category: Supervised Learning
