Compliance Learning Path

Payment Fraud Detection

9 concepts · 6 paths · 2 pillars

Progress 0 / 9 complete

Flow

Payment Fraud Detection
Fraud Detection Systems
AI in AML Surveillance
ML Pipeline Engineering

All Paths

Payment Fraud Detection → Fraud Detection Systems → AI in AML Surveillance → ML Pipeline Engineering
3 steps
Payment Fraud Detection → Fraud Detection Systems → AI in AML Surveillance → Transaction Monitoring
3 steps
Payment Fraud Detection → Fraud Detection Systems → Transaction Monitoring → Stream Processing
3 steps
Payment Fraud Detection → Fraud Detection Systems → Transaction Monitoring → Change Data Capture
3 steps
Payment Fraud Detection → Fraud Detection Systems → Transaction Monitoring → Know Your Customer (KYC)
3 steps
Payment Fraud Detection → Fraud Detection Systems → Transaction Monitoring → Risk-Based Approach in AML
3 steps

Concepts in this Path

1 Payment Fraud Detection
Mark Done Remember
Aml 0 items Review on Dashboard →

No linked content for this concept yet.

2 Fraud Detection Systems
Mark Done Understand
Aml 0 items Review on Dashboard →

No linked content for this concept yet.

3 AI in AML Surveillance
Mark Done Apply
Aml 1 items Review on Dashboard →
Fed Proposes AML Program Reforms: Risk-Based Resource Allocation and Effectiveness Supervision Research
4 ML Pipeline Engineering
Mark Done Analyze
Data-engineering 5 items Review on Dashboard →
Building Resilient Data Pipelines with Spark and dbt Learn ML Pipeline Orchestration: From Notebook to Production with Feast and MLflow Research Feature Engineering at Scale: Building ML-Ready Market Data Pipelines with dbt and Iceberg Research
5 Transaction Monitoring
Mark Done Analyze
Aml 5 items Review on Dashboard →
Designing a Comprehensive AML Compliance Program Learn Data Pipeline Observability in Financial Crime Compliance: Real-Time AML Monitoring at Scale Research AI-powered transaction monitoring: 80% false positive reduction at major European banks Research
6 Stream Processing
Mark Done Create
Data-engineering 5 items Review on Dashboard →
Real-Time Streaming with Apache Kafka: From Pub/Sub to Event-Driven Architecture Research Streaming ETL for Suspicious Activity Reports: Real-Time AML Data Pipelines with Kafka and Flink Research Real-Time Data Engineering for Algorithmic Trading: From Tick Data to Execution Signals Research
7 Change Data Capture
Mark Done Evaluate
Data-engineering 4 items Review on Dashboard →
Building an Open Source Data Stack: From Ingestion to Analytics Learn Change Data Capture: Real-Time Sync Patterns and Tools Learn Debezium and CDC: Capturing Database Changes at Scale Research
8 Know Your Customer (KYC)
Mark Done Analyze
Aml 8 items Review on Dashboard →
Enhanced Due Diligence, PEP Screening, and Adverse Media in Practice Learn KYC/CDD Workflows: From Onboarding to Ongoing Monitoring Learn KYC Fundamentals: Identity Verification in Financial Services Research
9 Risk-Based Approach in AML
Mark Done Evaluate
Aml 2 items Review on Dashboard →
The Risk-Based Approach in AML: Framework, Calibration, and Implementation Learn The Risk-Based Approach in AML: A Practical Introduction Research

Stay Updated

Get the latest research summaries delivered to your inbox.