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Certificate Programme in AI in Insider Trading Detection

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๊ณผ์ • ์„ธ๋ถ€์‚ฌํ•ญ

  • Introduction to Artificial Intelligence and Machine Learning in Finance
  • Algorithmic Trading and Insider Trading Detection
  • Data Mining and Preprocessing for Financial Datasets
  • Statistical Modeling and Anomaly Detection in Stock Market Data
  • Natural Language Processing (NLP) for News Sentiment Analysis and Insider Trading Signals
  • Network Analysis and Social Network Analysis for Detecting Insider Trading Rings
  • Machine Learning Algorithms for Insider Trading Prediction (including SVM, Random Forest, Neural Networks)
  • Regulatory Landscape and Compliance in Insider Trading Detection
  • Case Studies in Insider Trading Detection using AI
  • Ethical Considerations and Responsible Use of AI in Finance

๊ฒฝ๋ ฅ ๊ฒฝ๋กœ

Career Role in AI-Driven Insider Trading Detection (UK) Description AI Specialist: Insider Trading Detection Develops and implements AI algorithms for identifying suspicious trading patterns.

Requires expertise in machine learning and financial regulations.

High demand.

Data Scientist: Financial Markets Analyzes large financial datasets to detect anomalies indicative of insider trading.

Strong programming and statistical modeling skills essential.

Growing demand.

Compliance Officer: AI & Regulation Ensures adherence to financial regulations in relation to AI-based insider trading detection systems.

Needs a deep understanding of both AI and compliance.

Moderate demand.

Financial Analyst: Algorithmic Trading Supports the development and monitoring of algorithmic trading systems, incorporating AI-driven risk management for insider trading prevention.

Moderate demand.

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์ƒ˜ํ”Œ ์ธ์ฆ์„œ ๋ฐฐ๊ฒฝ
CERTIFICATE PROGRAMME IN AI IN INSIDER TRADING 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
์ด ์ž๊ฒฉ์ฆ์„ LinkedIn ํ”„๋กœํ•„, ์ด๋ ฅ์„œ ๋˜๋Š” CV์— ์ถ”๊ฐ€ํ•˜์„ธ์š”. ์†Œ์…œ ๋ฏธ๋””์–ด์™€ ์„ฑ๊ณผ ํ‰๊ฐ€์—์„œ ๊ณต์œ ํ•˜์„ธ์š”.
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