Fraud Detection on Financial Transactions with Machine Learning on Google Cloud
Completed by ALIN, VASILE AIRINEI
July 16, 2024
1 hours (approximately)
ALIN, VASILE AIRINEI'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: Supervised Learning
- Category: Decision Tree Learning
- Category: Logistic Regression
- Category: Predictive Modeling
- Category: Model Evaluation
- Category: Machine Learning
- Category: Fraud detection
- Category: Anomaly Detection
- Category: Big Data
- Category: Unsupervised Learning
- Category: Google Cloud Platform
- Category: Model Training
