Fraud Detection on Financial Transactions with Machine Learning on Google Cloud
Completed by Dinith Vanderlan
July 20, 2024
1 hours (approximately)
Dinith Vanderlan'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: Model Evaluation
- Category: Decision Tree Learning
- Category: Model Training
- Category: Data Manipulation
- Category: Logistic Regression
- Category: Anomaly Detection
- Category: Feature Engineering
- Category: Unsupervised Learning
- Category: Predictive Modeling
- Category: Applied Machine Learning
- Category: Machine Learning
- Category: Big Data
