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information source, but also hard-to-process. 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10px}.atc-mobile-toast-container{position:fixed;left:50%;top:50%;z-index:10001}.atc-mobile-message-styles{font-size:16px;color:#FFF;font-weight:700;font-family:arial}.atc-mobile-toast-overlay-styles{position:absolute;top:0;left:0;z-index:10000;opacity:.6;height:30000px;background-color:#fff;width:100%}.atc-checkmark{color:rgba(255,255,255,.6)}#atc-stay-proceed-to-checkout-container{position:sticky;-webkit-position:sticky;top:0;z-index:100;width:100%;background:linear-gradient(to bottom,#fff,#f7f7f7);border-bottom:1px solid #CCC} Today ML algorithms accomplish tasks that until recently only expert humans could perform. #ib-text-links-content .a-button-text{text-transform:uppercase}#ib-text-links-content ul{display:flex;display:-webkit-flex;justify-content:center;-webkit-justify-content:center}#ib-text-links-content ul li:not(:first-child){margin-left:15px}#ib-text-links-content ul li{display:inline-block;padding:6px 0 9px;width:100%;max-width:50%}#ib-text-links-content 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li:not(:first-child){margin-left:15px}#dyr-ingress-content ul li{display:inline-block;padding:6px 0 9px;width:100%;max-width:60%}#dyr-ingress-content .a-button-focus{border-color:#ADB1B8 #A2A6AC #8D9096;box-shadow:none;-webkit-box-shadow:none}#dyr-ingress-content .a-button{border-color:#0066c0;width:100%}#dyr-ingress-content .a-button-inner{background:#fff}#dyr-ingress-content .a-button-text{color:#0066c0} Campbell Harvey, Duke University. Both novices and experienced professionals will find insightful ideas, and will understand how the subject can be applied in novel and useful ways. 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If the backtest fails, start all over. 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patterns in data. Download for offline reading, highlight, bookmark or take notes while you read Advances in Financial Machine Learning. Marcos's insightful book is laden with useful advice to help keep a curious practitioner from going down any number of blind alleys, or shooting oneself in the foot." As it relates to finance, this is the most exciting time to adopt a disruptive technology that will transform how everyone invests for generations. DR. MARCOS LÓPEZ DE PRADO is a principal at AQR Capital Management, and its head of machine learning. Bring your club to Amazon Book Clubs, start a new book club and invite your friends to join, or find a club that’s right for you for free. (window.AmazonUIPageJS ? ―ROSS GARON, Head of Cubist Systematic Strategies; Managing Director, Point72 Asset Management, "The first wave of quantitative innovation in finance was led by Markowitz optimization. Co-discoverer of the BBP spigot algorithm, "Finance has evolved from a compendium of heuristics based on historical financial statements to a highly sophisticated scientific discipline relying on computer farms to analyze massive data streams in real time. Two of the most talked-about topics in modern finance are machine learning and quantitative finance. 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