Download or read book An Introduction to Statistical Learning written by Gareth James and published by Springer Nature. This book was released on 2023-08-01 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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, marketing, and astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods presented. This book is targeted at statisticians and non-statisticians alike, who wish to use cutting-edge statistical learning techniques to analyze their data. Four of the authors co-wrote An Introduction to Statistical Learning, With Applications in R (ISLR), which has become a mainstay of undergraduate and graduate classrooms worldwide, as well as an important reference book for data scientists. One of the keys to its success was that each chapter contains a tutorial on implementing the analyses and methods presented in the R scientific computing environment. However, in recent years Python has become a popular language for data science, and there has been increasing demand for a Python-based alternative to ISLR. Hence, this book (ISLP) covers the same materials as ISLR but with labs implemented in Python. These labs will be useful both for Python novices, as well as experienced users.

Download or read book Bulletin written by National Agricultural Library (U.S.) and published by . This book was released on 1907 with total page 954 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The Statesman s Year book written by and published by . This book was released on 1919 with total page 2266 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Bulletin de L Institut International de Statistique written by International Statistical Institute and published by . This book was released on 1961 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Includes the Compte rendu of the institute's sessions; no sessions held 1914-1922.

Download or read book Current Catalog written by National Library of Medicine (U.S.) and published by . This book was released on 1992 with total page 666 pages. Available in PDF, EPUB and Kindle. Book excerpt: First multi-year cumulation covers six years: 1965-70.

Download or read book Index catalogue of the Library of the Surgeon General s Office United States Army written by National Library of Medicine (U.S.) and published by . This book was released on 1892 with total page 1040 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Collection of incunabula and early medical prints in the library of the Surgeon-general's office, U.S. Army": Ser. 3, v. 10, p. 1415-1436.

Download or read book Authors and Subjects written by and published by . This book was released on 1880 with total page 1044 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The European Population 1850 1945 written by F. Rothenbacher and published by Springer. This book was released on 2017-02-10 with total page 846 pages. Available in PDF, EPUB and Kindle. Book excerpt: The European Population, 1850-1945 is the first volume of two on demographics. The second volume will appear as part of the Societies of Europe series in 2003 and will cover changes until the year 2000. The European Population, 1850-1945 is a comparative and historical data handbook and accompanying CD-ROM presenting series data on demographic developments, population and household structures for the countries of Western and Central Europe. All major fields of demographic change are covered: fertility, mortality, marriage, and divorce. Population figures are given for each population census by sex, civil status and age. Major demographic developments within the family are described providing a commentary on the main population structures and trends in Europe since the 19th century.

Download or read book Catalogue written by New South Wales Free Public Library, Sydney and published by . This book was released on 1897 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Catalogue of the Free Public Library Sydney written by New South Wales. Library and published by . This book was released on 1897 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Supplement to the Catalogue for the Public Library of New South Wales Sydney Reference Department written by Public Library of New South Wales. Reference Dept and published by . This book was released on 1897 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The Methods and Materials of Demography written by Henry S. Shryock and published by . This book was released on 1980 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book United States Treaties and Other International Agreements written by United States and published by . This book was released on 1972 with total page 1172 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book New Serial Titles written by and published by . This book was released on 1991 with total page 1756 pages. Available in PDF, EPUB and Kindle. Book excerpt: A union list of serials commencing publication after Dec. 31, 1949.

Download or read book Index of NLM Serial Titles written by National Library of Medicine (U.S.) and published by . This book was released on 1984 with total page 1516 pages. Available in PDF, EPUB and Kindle. Book excerpt: A keyword listing of serial titles currently received by the National Library of Medicine.

Download or read book Dvizhenie Na Turgoviiata Na B lgariia S Chuzhditie D rzhavi Dvizhenie Na Korabitie Po Pristanishchata i Pazarni Tsieni V Poglavnitie Gradove written by Bulgaria. Glavna direkt︠s︡ii︠a︡ na statistikata and published by . This book was released on 1910 with total page 598 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Foreign Affairs written by Archibald Cary Coolidge and published by . This book was released on 1927 with total page 746 pages. Available in PDF, EPUB and Kindle. Book excerpt: No. 3 of each year (1979- ) has distinctive title: America and the world.