Author: Jeremy Howard Publisher: O'Reilly Media ISBN: 1492045497 Category : Computers Languages : en Pages : 624
Book Description
Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala
Author: Ian Brace Publisher: Kogan Page Publishers ISBN: 0749467800 Category : Business & Economics Languages : en Pages : 296
Book Description
Questionnaires are vital for the market researcher: they draw accurate information from respondents, give structure to interviews, provide a standard form on which facts, comments and attitudes can be recorded and facilitate data processing. Questionnaire Design explains the role of questionnaires in market research and looks at different types of questionnaire, examining when and how they should be deployed. The book explains how to plan, structure and compose the right questionnaire for the research being undertaken. Fully updated with new content on encouraging respondent involvement through the gamification of questionnaires, this third edition of Questionnaire Design also includes the latest information on online and mobile questionnaires, their problems and potential. This book will be a useful addition to the bookshelf of every student or practitioner of market research.
Author: Raylynn Oliver Publisher: World Bank Publications ISBN: 9780821339343 Category : Social Science Languages : en Pages : 144
Book Description
Living Standards Measurement Survey Working Paper No. 130.This document presents a set of Living Standards Measurement Study (LSMS) questionnaires that have been developed for use in the Russian-speaking countries of the former Soviet Union. The questionnaires are available in English and Russian, as well as in an electronic format. The document describes in detail how to modify the questionnaires for use in any specific country. The author guides the questionnaire writer through the modification process, illustrating the important aspects of LSMS surveys, the translation and field-testing procedures, and a section-by-section description of the types of modification that are likely to be required to suit particular goals and circumstances.Also available in Russian : (ISBN 0-8213-3935-4) / Stock No. 13935
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