Fraud Detection on Financial Transactions with Machine Learning on Google Cloud
Completed by VIVEK SHIVHARE
December 20, 2023
1 hours (approximately)
VIVEK SHIVHARE'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: Predictive Modeling
- Category: Logistic Regression
- Category: Unsupervised Learning
- Category: Decision Tree Learning
- Category: Machine Learning
- Category: Google Cloud Platform
- Category: Feature Engineering
- Category: Model Evaluation
- Category: Fraud detection
- Category: Applied Machine Learning
- Category: Anomaly Detection
- Category: Model Training
