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Nature Trail Vol2 Ed2
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Book Synopsis Nature Trail Vol.2 Ed.2 by : Mahathi Narayanaswamy
Download or read book Nature Trail Vol.2 Ed.2 written by Mahathi Narayanaswamy and published by Chennai Young Naturalists' Network. This book was released on 2021-05-15 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt: A free e-Magazine written and published by Young Naturalists' based in Chennai.
Book Synopsis The Elements of Statistical Learning by : Trevor Hastie
Download or read book The Elements of Statistical Learning written by Trevor Hastie and published by Springer Science & Business Media. This book was released on 2013-11-11 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry. The book’s coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting---the first comprehensive treatment of this topic in any book. This major new edition features many topics not covered in the original, including graphical models, random forests, ensemble methods, least angle regression & path algorithms for the lasso, non-negative matrix factorization, and spectral clustering. There is also a chapter on methods for “wide” data (p bigger than n), including multiple testing and false discovery rates. Trevor Hastie, Robert Tibshirani, and Jerome Friedman are professors of statistics at Stanford University. They are prominent researchers in this area: Hastie and Tibshirani developed generalized additive models and wrote a popular book of that title. Hastie co-developed much of the statistical modeling software and environment in R/S-PLUS and invented principal curves and surfaces. Tibshirani proposed the lasso and is co-author of the very successful An Introduction to the Bootstrap. Friedman is the co-inventor of many data-mining tools including CART, MARS, projection pursuit and gradient boosting.
Book Synopsis British Moralists by : Sir Lewis Amherst Selby-Bigge
Download or read book British Moralists written by Sir Lewis Amherst Selby-Bigge and published by . This book was released on 1897 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The Principles of Ethics by : Herbert Spencer
Download or read book The Principles of Ethics written by Herbert Spencer and published by . This book was released on 1892 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The History of English Law Before the Time of Edward I. by : Frederick Pollock
Download or read book The History of English Law Before the Time of Edward I. written by Frederick Pollock and published by . This book was released on 1899 with total page 738 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Probabilistic Machine Learning by : Kevin P. Murphy
Download or read book Probabilistic Machine Learning written by Kevin P. Murphy and published by MIT Press. This book was released on 2022-03-01 with total page 858 pages. Available in PDF, EPUB and Kindle. Book excerpt: A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory. This book offers a detailed and up-to-date introduction to machine learning (including deep learning) through the unifying lens of probabilistic modeling and Bayesian decision theory. The book covers mathematical background (including linear algebra and optimization), basic supervised learning (including linear and logistic regression and deep neural networks), as well as more advanced topics (including transfer learning and unsupervised learning). End-of-chapter exercises allow students to apply what they have learned, and an appendix covers notation. Probabilistic Machine Learning grew out of the author’s 2012 book, Machine Learning: A Probabilistic Perspective. More than just a simple update, this is a completely new book that reflects the dramatic developments in the field since 2012, most notably deep learning. In addition, the new book is accompanied by online Python code, using libraries such as scikit-learn, JAX, PyTorch, and Tensorflow, which can be used to reproduce nearly all the figures; this code can be run inside a web browser using cloud-based notebooks, and provides a practical complement to the theoretical topics discussed in the book. This introductory text will be followed by a sequel that covers more advanced topics, taking the same probabilistic approach.
Book Synopsis Proceedings of the Boston Society of Natural History by : Boston Society of Natural History
Download or read book Proceedings of the Boston Society of Natural History written by Boston Society of Natural History and published by . This book was released on 1912 with total page 980 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Refactoring written by Martin Fowler and published by Addison-Wesley Professional. This book was released on 1999 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: Refactoring is gaining momentum amongst the object oriented programming community. It can transform the internal dynamics of applications and has the capacity to transform bad code into good code. This book offers an introduction to refactoring.
Book Synopsis Handbook of Enology, Volume 1 by : Pascal Ribéreau-Gayon
Download or read book Handbook of Enology, Volume 1 written by Pascal Ribéreau-Gayon and published by John Wiley & Sons. This book was released on 2006-05-01 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: The "Microbiology" volume of the new revised and updated Handbook of Enology focuses on the vinification process. It describes how yeasts work and how they can be influenced to achieve better results. It continues to look at the metabolism of lactic acid bacterias and of acetic acid bacterias, and again, how can they be treated to avoid disasters in the winemaking process and how to achieve optimal results. The last chapters in the book deal with the use of sulfur-dioxide, the grape and its maturation process, harvest and pre-fermentation treatment, and the basis of red, white and speciality wine making. The result is the ultimate text and reference on the science and technology of the vinification process: understanding and dealing with yeasts and bacterias involved in the transformation from grape to wine. A must for all serious students and practitioners involved in winemaking.
Book Synopsis Clinical biochemistry. Principles and methods. Vol. 2 by : H. C. Curtius
Download or read book Clinical biochemistry. Principles and methods. Vol. 2 written by H. C. Curtius and published by Walter de Gruyter GmbH & Co KG. This book was released on 2018-12-03 with total page 912 pages. Available in PDF, EPUB and Kindle. Book excerpt: No detailed description available for "CLINICAL BIOCHEMISTRY (CURTIUS) V. 2 CBPM E-BOOK".
Book Synopsis Historical Lectures on the Life of Our Lord Jesus Christ by : Charles John Ellicott
Download or read book Historical Lectures on the Life of Our Lord Jesus Christ written by Charles John Ellicott and published by . This book was released on 1862 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Historical Lectures on the Life of Our Lord Jesus Christ by : C. Ellicott
Download or read book Historical Lectures on the Life of Our Lord Jesus Christ written by C. Ellicott and published by BoD – Books on Demand. This book was released on 2023-07-20 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reprint of the original, first published in 1874.
Book Synopsis Flora of the islands of Margarita and Coche, Venezuela by : J.R. Johnston
Download or read book Flora of the islands of Margarita and Coche, Venezuela written by J.R. Johnston and published by Рипол Классик. This book was released on 1909 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis A New English Dictionary on Historical Principles by : James Augustus Henry Murray
Download or read book A New English Dictionary on Historical Principles written by James Augustus Henry Murray and published by . This book was released on 1910 with total page 960 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Bookseller and the Stationery Trades' Journal by :
Download or read book Bookseller and the Stationery Trades' Journal written by and published by . This book was released on 1895 with total page 1274 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Bookseller written by and published by . This book was released on 1878 with total page 1564 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Athenaeum and Literary Chronicle by :
Download or read book Athenaeum and Literary Chronicle written by and published by . This book was released on 1855 with total page 1034 pages. Available in PDF, EPUB and Kindle. Book excerpt:
