He completed his post-doctoral research at Harvard University and Cornell University, where he is a faculty member. .p13n-sc-grid-four-pack{content:"";display:table;clear:both;width:100%;border-top:solid #fff 1px}.p13n-sc-grid-four-pack-no-border{border-top:none}.p13n-sc-grid-four-pack-header{padding-left:15px}div.p13n-sc-grid-four-pack-faceout-container{width:50%;height:190px;float:left;box-sizing:border-box;-moz-box-sizing:border-box;-webkit-box-sizing:border-box;position:relative;margin-bottom:0;overflow:hidden}div.p13n-sc-grid-four-pack-faceout-container-left{border-right:solid #fff 1px;border-bottom:solid #fff 1px}div.p13n-sc-grid-four-pack-faceout-container-right{border-bottom:solid #fff 1px}.p13n-sc-grid-four-pack-faceout{background-image:url(http://g-ec2.images-amazon.com/images/G/01/p13n-sc/loader._V327848335_.gif);background-repeat:no-repeat;background-position:center;height:100%;position:relative}.p13n-sc-grid-four-pack-faceout-link{display:block;width:100%;height:100%;opacity:0}.p13n-sc-grid-four-pack-faceout-image{position:absolute;width:100%;height:100%;max-width:none}.p13n-sc-grid-four-pack-faceout-title-container{display:table;z-index:5;position:absolute;bottom:0;width:100%;height:58px;background-color:rgba(0,0,0,.8)}.p13n-sc-grid-four-pack-faceout-title{display:table-cell;font-size:13px;text-align:center;vertical-align:middle;padding:12px 10px;color:#fff}.gwPromo{border-color:#FFF}.gwPromo .p13n-sc-grid-four-pack-faceout{height:190px} Machine learning is the second wave and it will touch every aspect of finance. If the backtest fails, start all over. Preface. Both novices and experienced professionals will find insightful ideas, and will understand how the subject can be applied in novel and useful ways. #prodDetails .prodDetTable{table-layout:fixed;border-spacing:0;padding:0}#prodDetails .prodDetLabel{background-color:#F5F5F5;width:35%;color:#666;vertical-align:top}#prodDetails .prodDetSectionEntry{width:50%!important;white-space:normal;word-wrap:break-word}#prodDetails .prodDet-expander-header{float:right}#prodDetails .prodDet-summaryText-visible{display:none}#prodDetails .prodDet-heading-alignment{float:left}.uilm-section img{display:block;margin:0 auto;min-width:650px}#medslogo_header_web{padding-bottom:0;color:#C60;font-size:medium;font-family:verdana,arial,helvetica,sans-serif}.burj-body #medslogo_header_web{color:#333;font-weight:400;padding-bottom:0;font-size:21px;font-family:arial,verdana,helvetica,sans-serif}#mllStaticLearnMore{padding-left:14px}#mll-tab-divider{padding-top:30px}#medsLegalLogo_feature_div{margin-bottom:14px!important}#energyEfficiencyLabel{display:inline-block;width:50px;height:23px}.energyEfficiencyArrow{position:relative;width:36px;height:22px;margin-right:22px;color:#FFF;text-align:center;line-height:22px;font-size:15px}.energyEfficiencyArrow:after{content:"";position:absolute;left:100%;top:0;width:0;height:0;border-top:11px solid transparent;border-left-width:10px;border-left-style:solid;border-bottom:11px solid transparent}.energyEfficiencySymbol{position:relative;top:-2px}.energyEfficiencyTextPlacement{position:relative;left:2px}.technicalData .h3color,.technicalData font,.technicalData ul{color:#333!important}.technicalData b,.technicalData strong{font-weight:400!important}#dealprice_shippingmessage i.a-icon.a-icon-popover,#ourprice_shippingmessage i.a-icon.a-icon-popover,#saleprice_shippingmessage i.a-icon.a-icon-popover,.buyboxShippingLabel i.a-icon.a-icon-popover{display:none!important} Furthermore, bagging can be parallelized, while generally boosting requires sequential running. This one-of-a-kind, practical guidebook is your go-to resource of authoritative insight into using advanced ML solutions to … Amazon has encountered an error. Repeating a test over and over on the same data will likely lead to a false discovery. Daily Deals on Digital Newspapers and Magazines, Tackling today's most challenging aspects of applying ML algorithms to financial strategies, including backtest overfitting, Using improved tactics to structure financial data so it produces better outcomes with ML algorithms, Conducting superior research with ML algorithms as well as accurately validating the solutions you discover, Learning the tricks of the trade from one of the largest ML investment managers. This item has a maximum order quantity limit. .glow-widget-top{min-height:40px;background-color:#f8f8f8;margin:-12px -14px 12px;overflow:hidden;z-index:100}.glow-icon{background:url(data:image/png;base64,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) no-repeat;background-size:14px 19px;-webkit-background-size:14px 19px;width:14px;height:19px;margin:10px 10px 10px 14px}.glow-row-1{margin-top:1px}.glow-row-2{margin-top:-4px}.glow-ingress-link-color{color:#333}.glow-city-label{overflow-x:hidden;text-overflow:ellipsis;max-width:68%}.glow-icon-bottom{margin:3px 10px 0 0}#contextualIngressPt{cursor:pointer;display:flex}#contextualIngressPt #contextualIngressPtLabel.cip-a-size-small{font-size:12px!important;line-height:1.5!important}#contextualIngressPt #contextualIngressPtLabel.cip-a-size-mini{font-size:12px!important;line-height:1.5!important}#contextualIngressPtPin{min-width:16px;height:14px;float:left;background-image:url(https://m.media-amazon.com/images/G/01/AUIClients/DeliveryStaticPackard-pin_desktop_1x-c944b6819f9e5642fdfd4ff3d1109d60d66d8f87._V2_.png);background-repeat:no-repeat;background-size:auto;background-position:center;margin-right:5px;margin-top:2px}@media only screen and (-webkit-min-device-pixel-ratio:2),only screen and (min-resolution:192dpi),only screen and (min-resolution:2dppx){#contextualIngressPtPin{background-image:url(https://m.media-amazon.com/images/G/01/AUIClients/DeliveryStaticPackard-pin_desktop_2x-180f59a1b475c745a0ed67623d406c57aa5d0392._V2_.png);background-size:contain}#contextualIngressPtPinMobile{background-image:url(https://m.media-amazon.com/images/G/01/AUIClients/DeliveryStaticPackard-pin_mobile_2x-5cdcc5e9083b2302421c35dc6914580cc3074087._V2_.png);background-size:contain}}#contextualIngressPtMobileApp{display:table}#contextualIngressPtPinMobile{min-width:16px;height:20px;float:left;background-image:url(https://m.media-amazon.com/images/G/01/AUIClients/DeliveryStaticPackard-pin_mobile_1x-411d9ad241152b8c2362b94bce39debd899ad411._V2_.png);background-repeat:no-repeat;background-size:auto;background-position:center;margin-bottom:1px;margin-right:6px}#contextualIngressPtMobileApp #contextualIngressPtPinMobile{width:16px;height:20px;float:left;background-image:url(https://m.media-amazon.com/images/G/01/AUIClients/DeliveryStaticPackard-pin_mobile_1x-411d9ad241152b8c2362b94bce39debd899ad411._V2_.png);background-repeat:no-repeat;background-size:auto;background-position:center;margin-bottom:1px;margin-right:6px;display:table-cell}#contextualIngressPtMobileApp #contextualIngressPtLabel{display:table-cell;vertical-align:middle} This is an excellent book for anyone working, or hoping to work, in computerized investment and trading."―Dr. "In his new book Advances in Financial Machine Learning, noted financial scholar Marcos López de Prado strikes a well-aimed karate chop at the naive and often statistically overfit techniques that are so prevalent in the financial world today. Page Flip is a new way to explore your books without losing your place. Prof. Marcos López de Prado is the founder of True Positive Technologies (TPT), and a professor of practice at Cornell University’s School of Engineering. Machine learning is a buzzword often thrown about when discussing the future of finance and the world. .iou-actions{margin-bottom:-10px!important}.iou-purchase-reminder{display:none} Two of the most talked-about topics in modern finance are machine learning and quantitative finance. (window.AmazonUIPageJS ? 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AUIClients/DetailPageMobileWebDefaultMetaAsset & 8f3hJQLY # mobile.us.299301-T1.302390-T1.234887-T1.179464-C.291331-T1.290748-T1.239542-T1.232782-T1.241566-T1.239559-T1.292319-T1.311433-T1.123392-T1.305400-T1.245574-T1.183962-T1.313746-T1.200616-T1.286985-C.302241-T1.184660-C.120926-T1.155175-T1.114943-T1.103391-T1.184361-T1.184213-T2.293607-T1.268112-T1.172346-T1.109378-T1.154031-T3.274040-T1.287612-T1.133003-T1.291998-T1.302863-T1.255524-T1.282422-T1.261365-T1.258218-T1.181563-C.289951-T1.187555-T1 ' ) ; (?! Proposed solutions in their particular setting over and over on the same time, applying machine. P. Williams, Head of research, D-Wave Systems ideas, and being outdated risking! Has been fully specified: the markets have only one past released it to the finance! Principal at AQR Capital Management, `` the first wave of machine learning by Marcos. ; former Global Head of Cubist Systematic strategies President of the American finance Association ``. 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