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프로덕트 매니저가 매일 마주하는 세 가지 전쟁터인 리스크, 이해관계자, 일정을 다룹니다. 리스크 매트릭스부터 권력-관심 그리드, 임계경로, 변경 관리, 보고 체계까지 실무에서 바로 쓸 수 있는 프레임과 다이어그램, 사례를 정리했습니다.
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- Published on
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변동성과 최대낙폭(MDD), 포지션 사이징, 손절과 익절 규칙, 분할 매수, 감정과 리스크, 켈리 개념, 레버리지의 위험까지 초보자 관점에서 정리합니다. 본 글은 교육 목적이며 투자 권유가 아닙니다.- Published on
여신 심사의 두뇌인 CSS(Credit Scoring System)를 해부합니다. 신청평점과 행동평점, WoE/IV 기반 스코어카드 개발, 로지스틱 회귀와 ML 모델의 규제 관점 비교, 피처 스토어와 실시간 서빙 아키텍처, 의사결정 엔진, PSI 모니터링, 내부등급법(PD/LGD/EAD)까지 실무 관점에서 정리합니다.- Published on
증권사 리스크관리, 준법감시, 내부통제 직무가 시장위험, 신용위험, 운영위험, 유동성위험을 어떻게 측정하고 통제하는지, 실제 하루 업무, 규제 프레임워크, 자격증, 연봉, 커리어 패스까지 깊게 본다.- Published on
Python Backtrader를 활용한 알고리즘 트레이딩 백테스팅의 전 과정을 다룹니다. 백테스팅 기초(Walk-Forward, Look-Ahead Bias, Survivorship Bias), Backtrader 아키텍처, SMA 교차·RSI·볼린저 밴드 전략 구현, 주문 유형과 실행, Sharpe Ratio·Max Drawdown·Calmar Ratio 성과 평가, 포지션 사이징과 손절, Zipline/VectorBT 비교, 오버피팅 방지, 프로덕션 배포 고려사항을 설명합니다.- Published on
금융 리스크 관리의 핵심 지표인 VaR과 CVaR(Expected Shortfall)을 이론부터 Python 구현까지 다룹니다. Historical·Parametric·Monte Carlo 3가지 VaR 산출법, CVaR 포트폴리오 최적화, Basel III/IV 규제 프레임워크까지 실무 퀀트를 위한 완벽 가이드입니다.- Published on
파이썬을 활용한 알고리즘 트레이딩의 전 과정을 다룹니다. 백테스팅 프레임워크 비교, 이동평균 교차·RSI 평균회귀·볼린저 밴드 전략 구현, Sharpe Ratio·Maximum Drawdown 등 리스크 메트릭, Kelly Criterion 포지션 사이징, 워크포워드 최적화, 그리고 실전 트레이딩 시 주의사항을 설명합니다.- Published on
Value at Risk(VaR)의 세 가지 계산 방법론(파라메트릭, 히스토리컬, 몬테카를로)과 Python 구현, 백테스팅, CVaR 확장, 프로덕션 리스크 시스템 구축까지 다루는 종합 가이드.- Published on
보험의 핵심 원리, 생명보험·손해보험·제3보험의 차이, 보험료 산출 구조(순보험료+부가보험료), 손해율·합산비율, 그리고 InsurTech까지. 금융 도메인 개발자를 위한 보험 완전 해부.