About the course

Delve deep into the intricate and essential world of fraud detection with our comprehensive “Behavioral Fraud Detection and Analytics” course. This course is meticulously designed to equip learners with both the foundational knowledge and advanced skills required to detect and counter fraudulent activities using behavioral analysis and modern fraud analytics.

Foundations of Behavioral Fraud Detection

Build a strong understanding of fraud fundamentals, key behavioral indicators, and data-driven decision-making, supported by illustrative case study examples.

Advanced Analytics, AI & Predictive Modeling

Progress from fraud analytics fundamentals to advanced concepts, including predictive modeling, anomaly detection, data visualization, and the role of AI and machine learning in fraud detection.

End-to-End Fraud Framework & Certificate of Completion

Explore how behavioral analysis and fraud analytics come together within a robust, ethical, and compliant fraud detection framework. Learning is reinforced through module quizzes and a final assessment, leading to a Certificate of Completion issued by ECI, valid for two (2) years.

Curriculum

7 Chapters · 44 Lessons

  1. 1

    Introduction

    1. (Included in full purchase)

      Disclaimer

    2. (Included in full purchase)

      Introduction to this Course

  2. 2

    Module 1: Understanding Fraud and the Basics of Behavioral Analysis and Fraud Analytics

    1. (Included in full purchase)

      Introduction to this Module

    2. (Included in full purchase)

      Understanding Fraud: An Overview

    3. (Included in full purchase)

      Basics of Behavioral Analysis

    4. (Included in full purchase)

      Basics of Fraud Analytics

    5. (Included in full purchase)

      The Importance of Behavioral Analysis and Analytics in Fraud Detection

    6. (Included in full purchase)

      Overview of Behavioral Indicators of Fraud

    7. (Included in full purchase)

      Introduction to Data-Driven Decision-Making in Fraud Detection

    8. (Included in full purchase)

      Module Summary

    9. (Included in full purchase)

      Practice Quiz

  3. 3

    Module 2: Behavioral Analysis and Fraud Analytics in Fraud Detection

    1. (Included in full purchase)

      Introduction to this Module

    2. (Included in full purchase)

      In-Depth: Behavioral Indicators of Fraud

    3. (Included in full purchase)

      Utilizing Behavioral Analysis in Fraud Detection

    4. (Included in full purchase)

      Case Studies: Behavioral Analysis and Fraud Detection

    5. (Included in full purchase)

      Overview of Predictive Modelling in Fraud Detection

    6. (Included in full purchase)

      Building a Fraud Prediction Model

    7. (Included in full purchase)

      Introduction to Data Visualization in Fraud Detection

    8. (Included in full purchase)

      Effective Data Visualization Techniques for Fraud Detection

    9. (Included in full purchase)

      Module Summary

    10. (Included in full purchase)

      Practice Quiz

  4. 4

    Module 3: Advanced Fraud Analytics Techniques

    1. (Included in full purchase)

      Introduction to this Module

    2. (Included in full purchase)

      In-depth: Predictive Modelling Techniques for Fraud Detection

    3. (Included in full purchase)

      Advanced Fraud Analytics Techniques

    4. (Included in full purchase)

      Machine Learning and AI in Fraud Detection

    5. (Included in full purchase)

      Application of AI and Machine Learning in Real-world Fraud Cases

    6. (Included in full purchase)

      Anomaly Detection in Fraud Analytics

    7. (Included in full purchase)

      The Role of Big Data in Fraud Analytics

    8. (Included in full purchase)

      Module Summary

    9. (Included in full purchase)

      Practice Quiz

  5. 5

    Module 4: Case Studies and Comprehensive Fraud Detection Framework

    1. (Included in full purchase)

      Introduction to this Module

    2. (Included in full purchase)

      Case Study Analysis: Combining Behavioral Analysis and Fraud Analytics

    3. (Included in full purchase)

      Building a Comprehensive Fraud Detection Process Framework

    4. (Included in full purchase)

      Prevention Strategies using Behavioral Analysis and Fraud Analytics

    5. (Included in full purchase)

      Implementing a Data-Driven Culture for Fraud Detection in an Institution

    6. (Included in full purchase)

      Regulatory and Ethical Considerations in Fraud Detection

    7. (Included in full purchase)

      Future of Fraud Detection: Trends and Challenges

    8. (Included in full purchase)

      Module Summary

    9. (Included in full purchase)

      Practice Quiz

  6. 6

    Completing this Course

    1. (Included in full purchase)

      Course Summary

    2. (Included in full purchase)

      Study Guide

    3. (Included in full purchase)

      Final Assessment

  7. 7

    Congratulations

    1. (Included in full purchase)

      Behavioral Fraud Detection and Analytics Feedback Survey

    2. (Included in full purchase)

      Congratulations