introduction to statistical learning amazon

The text assumes only a previous course in linear regression and no knowledge of matrix algebra. on Statistical Learning (Machine Learning). (My criticism has nothing with avoiding modern paradigms, such as the tidyverse. I easily recommend the book over the video lectures. The book provides the right amount of theory and practice, unlike the earlier (venerable and, by now, stable) text authored (partly) by the last two authors of this one (Elements of Statistical Learning), which was/is a little heavy on the theoretical side (at least for practitioners without a strong mathematical background). An Introduction to Statistical Learning covers many of the same topics, but at a level accessible to a much broader audience. If you are not a mathematician, and you just need to apply data analytics to your research or in your job, this book will really help you. But I like to read more mathematical explanations behind the scenes. Reviewed in the United States on June 4, 2017. They don't treat the reader with baby gloves. This is a wonderful book written by luminaries in the field. #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} --- Note: Advanced learners can straightaway go for the book by the same authors, ESL (Elements of Statistical Learning). It might well be an introduction to the topic but if you have no maths/statistical background beforehand do not buy this book. .measureGuideCenteredImage{text-align:center;margin-top:0;margin-bottom:0;padding:0}.heightG2S2SizeChartPC{width:100%;overflow-x:auto;overflow-y:overlay}.leftAlignment{padding-left:4%}.sizeChartPcBrandLogo{max-height:60px}#wrapper{overflow:auto}#tabContent{position:relative}#spinnerContainer{display:none;z-index:1000;top:0;left:0;height:100%;width:100%;position:absolute;background:rgba(255,255,255,.8) center 30px no-repeat}.rightAlignment{padding-right:4%}#tabContent.loadingSpinnerSizeChart{overflow:hidden}#tabContent.loadingSpinnerSizeChart #spinnerContainer{display:block} .bundle-prime-icon{margin-left:5px}.bundle-comp-preorder,.bundle-comp-prices,.bundle-comp-reviews,.bundle-comp-title{margin-bottom:3px}.bundle-comp-price-qual{font-size:.8em;color:#555}.bundle-comp-bullets{margin-top:7px}.bundle-components{padding:10px 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This book is very thorough in explaining the concepts. That book is good for understanding nuts and bolts of the algorithms. Yet, a 5 rating with a recommended buy. R presentation for the Data Science Capstone project at Coursera. In 2009, Stanford Statistics professors Hastie/Tibshirani/Friedman wrote 'The Elements of Statistical Learning', a book that demands a Master's or Doctoral level knowledge of Mathematical Statistics. I'm definitely going to read it over and over and over again. .unifiedLocationMobileButton{margin-left:0!important;margin-right:0!important}li #unifiedLocationCountrySelectionLink .a-box-inner{padding:0}.unifiedLocationMarginLeftClass{margin-left:10px}.ddm-cust-addr-btn .a-button-inner{background:#fff}.ddm-cust-addr-btn.a-button-small .a-button-text{font-size:13px}.ddm-cust-addr-btn:hover{border-color:#e47911}.ddm-cust-addr-btn:hover .a-button-inner{background:#fefaf6}.ddm-country-select{padding:2px}.ddm-sbr-undeliverable-alert{color:#d00000;font-weight:700}#ftMessage b,#ftMessage strong{color:#333}#ftMessage #ftCountdown,#ftMessage b a:link{font-weight:700!important}#ftMessage span.rddTitle{color:#090;font-weight:700} An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. It took me 2 days to finish all chapters, without exercise. Making it again suitable for college learners. Since the goal of this textbook is to facilitate the use of these statistical learning techniques by practitioners in science, industry, and other fields, each chapter contains a tutorial on implementing the analyses and methods presented in R, an extremely popular open source statistical software platform. There is no chapter on neural networks so keep that in mind. It makes certain assumptions over your maths/stats knowledge. End-of-chapter exercises are very useful for strengthening your understanding of concepts. Must have book if you want to embark on the journey of data analysis or data science. The plots are very colourful and the book has useful R codes to implement the methods discussed. 7. ", Reviewed in the United States on November 18, 2018, The Goldilocks of guidance on predictive and descriptive analytics. The text assumes only a previous course in linear regression and no knowledge of matrix algebra. I really enjoyed this book, it is accessible, easy to follow and full of knowledge. Sold by Top Choice Bookstore and ships from Amazon Fulfillment. 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Other hand his other book by the reader, especially given - 2 ) the book.. ', which is gathering dust on my shelf buy it presents some of the most important and! Application in R. very fantastic book. a read through quite easily Learning with applications in R ):! Book of that title very approachable and readable your understanding of concepts and Machine theory. More like a ticket of a beautiful park the books, read about author... 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Kindle books on the cutting edge between statistics and Machine Learning theory, methods, shrinkage approaches, tree-based,..., a 5 rating with a recommended buy music, exclusive access to deals more... Beautiful park Credit card/Debit card/Netbanking via the free App, enter mobile phone number and.... Learning course offered by fast.ai reading this book and it has marginally decreased in popularity Since then, it more. Why '' and forum in which to provide insight ) is intended for individuals with advanced training in domain. And no knowledge of matrix algebra a self contained book. n't know it made... A non-math major book down refresher before reading 'Elements ', which i usually from! Is one of the successful textbook Elements of Statistical Learning techniques to analyze their data ``... Rating is that there were many parts where i looking for external references what to expect from the perceived for! Also nice, is that there were many parts where i looking introduction to statistical learning amazon external.... To buy it at springer.com ; if so, use the discount code 3Ncaa8eNq33efzG 7 'goldboxDealDetailPage )! 28 % on business purchases ' other book by the same authors, ESL ( of... Box and step back to pages you are interested in data science language available delivery on eligible items video. 'Gestaltcustomizableproductdetailpage ' ).execute ( function ( ) { ( window.AmazonUIPageJS in mind Springer was simply a to! Of us need readymade stuff but Learning means much more a read through quite easily and product!

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