An Introduction to Statistical Learning: With Applications in R by Gareth JamesAn 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. 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, and more. Color graphics and real-world examples are used to illustrate the methods presented. 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. Two of the authors co-wrote The Elements of Statistical Learning (Hastie, Tibshirani and Friedman, 2nd edition 2009), a popular reference book for statistics and machine learning researchers. An Introduction to Statistical Learning covers many of the same topics, but at a level accessible to a much broader audience. This book is targeted at statisticians and non-statisticians alike who wish to use cutting-edge statistical learning techniques to analyze their data. The text assumes only a previous course in linear regression and no knowledge of matrix algebra.
Book Reviews: A Finding Guide: Introduction
When you are asked to write a critical review of a book or article, you will need to identify, summarize, and evaluate the ideas and information the author has presented. Make your stand clear at the beginning of your review, in your evaluations of specific parts, and in your concluding commentary. Remember that your goal should be to make a few key points about the book or article, not to discuss everything the author writes. To write a good critical review, you will have to engage in the mental processes of analyzing taking apart the work—deciding what its major components are and determining how these parts i. Analyzing the work will help you focus on how and why the author makes certain points and prevent you from merely summarizing what the author says.
The words that launch a book review can often be the hardest to write, but there are many structural devices and stylistic choices that reviewers can employ to engage their reader, writes Amy Mollett. In the first in a series of posts on writing book reviews, Amy highlights some of the most interesting forms that LSE Review of Books contributors have used to attract the attention of their readers. Opening sentences can be some of the hardest to write as reviewers are faced with the challenge of selling their work to readers in a matter of seconds. Many of our readers are students and academics, and will want to be reassured that they are reading reviews of trustworthy academic and non-fiction books which they can go on to borrow from the library and cite in their work. Rohter makes good use of his considerable knowledge of Brazil, where he lived for many years working as a correspondent for U. As becomes clear in the book, he has had privileged access to major figures in the political, cultural and business spheres. Understanding the extraordinary changes the country has undergone since the time of his first visit in the s, when it was ruled by repressive military dictatorship and its obvious economic potential seemed doomed to continual frustration, is the main motivation for the book.
The words that launch a book review can often be the hardest to write, but there are many structural devices and stylistic choices that reviewers.
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The Difference between Book Reviews and Literary Criticism
Printable version doc. Three Sample Book Reviews. Aviation History delivers an entertaining account and perspective on international aviation history. This book is an excellent resource to students, educators, and aviation enthusiasts. In reviewing this book, the principal criteria included content, organization, and reference sources.
Books often have an introduction before the first chapter of the book. This text, which is essentially a short chapter, is meant to provide information on what the book is going to be about. It gives background information, talks about why the book is important, and gives an overview of the contents. To create this article, volunteer authors worked to edit and improve it over time. Together, they cited 7 references. This article has also been viewed 24, times.
No matter what you're writing, be it the next great novel, an essay for school, or a book report , you have to capture your audience's attention with a great introduction. Most students will introduce the title of the book and its author, but there's so much more you can do. A strong introduction will help you engage your readers, hold their attention and explain what is coming up in the rest of your report. Giving your audience something to look forward to, and perhaps even creating a little mystery and excitement, can be great ways to make sure your readers stay engaged with your report. How do you do this?