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Career Advancement Programme in Machine Learning for Fraud Detection

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๊ณผ์ • ์„ธ๋ถ€์‚ฌํ•ญ

  • Introduction to Machine Learning for Fraud Detection
  • Supervised Learning Algorithms for Fraud Detection (Classification & Regression)
  • Unsupervised Learning for Anomaly Detection in Fraud
  • Feature Engineering and Selection for Fraudulent Transactions
  • Model Evaluation Metrics and Performance Optimization
  • Practical Application: Building a Fraud Detection System
  • Deployment and Monitoring of Machine Learning Models
  • Ethical Considerations in Fraud Detection using AI

๊ฒฝ๋ ฅ ๊ฒฝ๋กœ

Career Role in Machine Learning for Fraud Detection (UK) Description Machine Learning Engineer (Fraud Detection) Develops and deploys machine learning models to identify and prevent fraudulent activities.

Requires strong programming skills and expertise in fraud detection techniques.

Data Scientist (Financial Crime) Analyzes large datasets to identify patterns and trends related to fraud .

Builds predictive models using various machine learning algorithms.

Significant experience in financial crime is crucial.

AI/ML Specialist (Anti-Money Laundering) Focuses on applying artificial intelligence and machine learning techniques to detect and prevent money laundering activities.

Requires understanding of AML regulations and fraud detection methodologies.

Fraud Analyst (with ML Skills) Investigates suspicious transactions and applies machine learning insights to improve fraud detection processes.

Requires a blend of analytical and investigative skills.

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์ƒ˜ํ”Œ ์ธ์ฆ์„œ ๋ฐฐ๊ฒฝ
CAREER ADVANCEMENT PROGRAMME IN MACHINE LEARNING FOR FRAUD DETECTION
์—๊ฒŒ ์ˆ˜์—ฌ๋จ
ํ•™์Šต์ž ์ด๋ฆ„
์—์„œ ํ”„๋กœ๊ทธ๋žจ์„ ์™„๋ฃŒํ•œ ์‚ฌ๋žŒ
London School of International Business (LSIB)
์ˆ˜์—ฌ์ผ
05 May 2025
๋ธ”๋ก์ฒด์ธ ID: s-1-a-2-m-3-p-4-l-5-e
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