An Introduction to Statistical Learning

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Publisher : Springer Nature
ISBN 13 : 3031387473
Total Pages : 617 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis An Introduction to Statistical Learning by : Gareth James

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.

Basic Computer Games

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Publisher :
ISBN 13 :
Total Pages : 185 pages
Book Rating : 4.:/5 (288 download)

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Book Synopsis Basic Computer Games by : David H. Ahl

Download or read book Basic Computer Games written by David H. Ahl and published by . This book was released on 1981 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Capital Market Instruments

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Publisher : Springer
ISBN 13 : 0230279384
Total Pages : 566 pages
Book Rating : 4.2/5 (32 download)

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Book Synopsis Capital Market Instruments by : M. Choudhry

Download or read book Capital Market Instruments written by M. Choudhry and published by Springer. This book was released on 2009-11-27 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt: Revised and updated guide to some of the most important issues in the capital markets today, with an emphasis on fixed-income instruments. Fundamental concepts in equity market analysis, foreign exchange and money markets are also covered to provide a comprehensive overview. Analysis and valuation techniques are given for practical application.

Sign Languages in Village Communities

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Publisher : Walter de Gruyter
ISBN 13 : 1614511497
Total Pages : 422 pages
Book Rating : 4.6/5 (145 download)

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Book Synopsis Sign Languages in Village Communities by : Ulrike Zeshan

Download or read book Sign Languages in Village Communities written by Ulrike Zeshan and published by Walter de Gruyter. This book was released on 2012-10-30 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is a unique collection of research on sign languages that have emerged in rural communities with a high incidence of, often hereditary, deafness. These sign languages represent the latest addition to the comparative investigation of languages in the gestural modality, and the book is the first compilation of a substantial number of different "village sign languages".Written by leading experts in the field, the volume uniquely combines anthropological and linguistic insights, looking at both the social dynamics and the linguistic structures in these village communities. The book includes primary data from eleven different signing communities across the world, including results from Jamaica, India, Turkey, Thailand, and Bali. All known village sign languages are endangered, usually because of pressure from larger urban sign languages, and some have died out already. Ironically, it is often the success of the larger sign language communities in urban centres, their recognition and subsequent spread, which leads to the endangerment of these small minority sign languages. The book addresses this specific type of language endangerment, documentation strategies, and other ethical issues pertaining to these sign languages on the basis of first-hand experiences by Deaf fieldworkers.

Techno-Societal 2018

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Publisher : Springer Nature
ISBN 13 : 3030169626
Total Pages : 968 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Techno-Societal 2018 by : Prashant M. Pawar

Download or read book Techno-Societal 2018 written by Prashant M. Pawar and published by Springer Nature. This book was released on 2019-11-06 with total page 968 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, divided in two volumes, originates from Techno-Societal 2018: the 2nd International Conference on Advanced Technologies for Societal Applications, Maharashtra, India, that brings together faculty members of various engineering colleges to solve Indian regional relevant problems under the guidance of eminent researchers from various reputed organizations. The focus is on technologies that help develop and improve society, in particular on issues such as the betterment of differently abled people, environment impact, livelihood, rural employment, agriculture, healthcare, energy, transport, sanitation, water, education. This conference aims to help innovators to share their best practices or products developed to solve specific local problems which in turn may help the other researchers to take inspiration to solve problems in their region. On the other hand, technologies proposed by expert researchers may find applications in different regions. This offers a multidisciplinary platform for researchers from a broad range of disciplines of Science, Engineering and Technology for reporting innovations at different levels.

Proceedings of International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications

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Publisher : Springer Nature
ISBN 13 : 9811572348
Total Pages : 998 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Proceedings of International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications by : Vinit Kumar Gunjan

Download or read book Proceedings of International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications written by Vinit Kumar Gunjan and published by Springer Nature. This book was released on 2020-10-17 with total page 998 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected research papers presented at the International Conference on Recent Trends in Machine Learning, IOT, Smart Cities & Applications (ICMISC 2020), held on 29–30 March 2020 at CMR Institute of Technology, Hyderabad, Telangana, India. Discussing current trends in machine learning, Internet of things, and smart cities applications, with a focus on multi-disciplinary research in the area of artificial intelligence and cyber-physical systems, this book is a valuable resource for scientists, research scholars and PG students wanting formulate their research ideas and find the future directions in these areas. Further, it serves as a reference work anyone wishing to understand the latest technologies used by practicing engineers around the globe.

The Pearson Guide to Quantitative Aptitude for CAT 2/e

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Publisher : Pearson Education India
ISBN 13 : 9788131723661
Total Pages : 624 pages
Book Rating : 4.7/5 (236 download)

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Book Synopsis The Pearson Guide to Quantitative Aptitude for CAT 2/e by : Sinha

Download or read book The Pearson Guide to Quantitative Aptitude for CAT 2/e written by Sinha and published by Pearson Education India. This book was released on 2010 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Pearson Guide to Quantitative Aptitude for CAT 2/e has everything you need to secure a top score in the quantitative aptitude papers of the CAT and other MBA entrance examinations. Written in a student-friendly style, this book explains concepts in a concise manner and includes numerous examples and worked-out problems. It also contains ample practice problems, scientifically designed and arranged in four levels (in an increasing order of difficulty). The text also contains a chapter on Vedic mathematics, which provides unique time-saving and easy techniques for complex calculations.

Principles of Statistics

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Publisher : Courier Corporation
ISBN 13 : 0486135209
Total Pages : 260 pages
Book Rating : 4.4/5 (861 download)

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Book Synopsis Principles of Statistics by : M. G. Bulmer

Download or read book Principles of Statistics written by M. G. Bulmer and published by Courier Corporation. This book was released on 2012-04-26 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Concise description of classical statistics, from basic dice probabilities to modern regression analysis. Equal stress on theory and applications. Moderate difficulty; only basic calculus required. Includes problems with answers.

Machine Tool Metrology

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Publisher : Springer
ISBN 13 : 3319251090
Total Pages : 700 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Machine Tool Metrology by : Graham T. Smith

Download or read book Machine Tool Metrology written by Graham T. Smith and published by Springer. This book was released on 2016-04-06 with total page 700 pages. Available in PDF, EPUB and Kindle. Book excerpt: Maximizing reader insights into the key scientific disciplines of Machine Tool Metrology, this text will prove useful for the industrial-practitioner and those interested in the operation of machine tools. Within this current level of industrial-content, this book incorporates significant usage of the existing published literature and valid information obtained from a wide-spectrum of manufacturers of plant, equipment and instrumentation before putting forward novel ideas and methodologies. Providing easy to understand bullet points and lucid descriptions of metrological and calibration subjects, this book aids reader understanding of the topics discussed whilst adding a voluminous-amount of footnotes utilised throughout all of the chapters, which adds some additional detail to the subject. Featuring an extensive amount of photographic-support, this book will serve as a key reference text for all those involved in the field.

The Elements of Statistical Learning

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Publisher : Springer Science & Business Media
ISBN 13 : 0387216065
Total Pages : 545 pages
Book Rating : 4.3/5 (872 download)

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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.

RioBotz Combat Robot Tutorial

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Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781448697052
Total Pages : 380 pages
Book Rating : 4.6/5 (97 download)

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Book Synopsis RioBotz Combat Robot Tutorial by : Marco Antonio Meggiolaro

Download or read book RioBotz Combat Robot Tutorial written by Marco Antonio Meggiolaro and published by Createspace Independent Publishing Platform. This book was released on 2009-08-29 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: Combat robotics is a sport that is practiced world-wide. It attracts all kinds of participants, especially people interested in technology, engineering, machine design, computer science, new technologies and their trends. The competitions involve one-on-one duels between radio-controlled robotic vehicles in a bulletproof arena. RioBotz is the Robotic Competition team from the Pontifical Catholic University of Rio de Janeiro, Brazil. The team is formed by control, mechanical and electrical engineering undergraduate students from the University. This 374-page tutorial tries to summarize the knowledge learned and developed by the team since its creation in 2003. It includes the information on competing as well as designing and building combat robots. This tutorial also includes build reports from all combat robots from RioBotz, including detailed drawings and photos, totaling almost 900 figures.

Advanced Welding Techniques

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Publisher : Springer Nature
ISBN 13 : 9813366214
Total Pages : 209 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Advanced Welding Techniques by : Mukti Chaturvedi

Download or read book Advanced Welding Techniques written by Mukti Chaturvedi and published by Springer Nature. This book was released on 2021-02-01 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an insight into the welding techniques with a cross-disciplinary treatment to address the shortcomings of contemporary learning of welding terminology. Various topics covered include introduction to welding processes, design requirements, prominence of design, case studies presenting structural defacements due to inappropriate design, comprehensive surveys on welding processes selected from various process categories, design calculations to be adopted for specific applications and sample calculations. This book is useful for researchers, engineers and professionals working on welding equipment and technologies.

Writing Assessment Handbook

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Publisher :
ISBN 13 :
Total Pages : 328 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Writing Assessment Handbook by :

Download or read book Writing Assessment Handbook written by and published by . This book was released on 1986 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reflects philosophy of Model Curriculum Guide for the English-Language Arts (K-8).

Educational Directory

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Publisher :
ISBN 13 :
Total Pages : 1394 pages
Book Rating : 4.:/5 (3 download)

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Book Synopsis Educational Directory by :

Download or read book Educational Directory written by and published by . This book was released on 1951 with total page 1394 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Bond and Money Markets

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Publisher : Butterworth-Heinemann
ISBN 13 : 0080574939
Total Pages : 1152 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Bond and Money Markets by : Moorad Choudhry

Download or read book Bond and Money Markets written by Moorad Choudhry and published by Butterworth-Heinemann. This book was released on 2003-07-04 with total page 1152 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Bond and Money Markets is an invaluable reference to all aspects of fixed income markets and instruments. It is highly regarded as an introduction and an advanced text for professionals and graduate students.Features comprehensive coverage of: * Government and Corporate bonds, Eurobonds, callable bonds, convertibles * Asset-backed bonds including mortgages and CDOs * Derivative instruments including futures, swaps, options, structured products* Interest-rate risk, duration analysis, convexity, and the convexity bias * The money markets, repo markets, basis trading, and asset/liability management * Term structure models, estimating and interpreting the yield curve * Portfolio management and strategies,total return framework, constructing bond indices* A stand alone reference book on interest rate swaps, the money markets, financial market mathematics, interest-rate futures and technical analysis * Includes introductory coverage of very specialised topics (for which one previously required several texts) such as VaR, Asset & liability management and credit derivatives * Combines accessible style with advanced level topics

Techno-Societal 2020

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Publisher : Springer Nature
ISBN 13 : 3030699250
Total Pages : 1090 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Techno-Societal 2020 by : Prashant M. Pawar

Download or read book Techno-Societal 2020 written by Prashant M. Pawar and published by Springer Nature. This book was released on 2021-06-19 with total page 1090 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, divided in two volumes, originates from Techno-Societal 2020: the 3rd International Conference on Advanced Technologies for Societal Applications, Maharashtra, India, that brings together faculty members of various engineering colleges to solve Indian regional relevant problems under the guidance of eminent researchers from various reputed organizations. The focus of this volume is on technologies that help develop and improve society, in particular on issues such as advanced and sustainable technologies for manufacturing processes, environment, livelihood, rural employment, agriculture, energy, transport, sanitation, water, education. This conference aims to help innovators to share their best practices or products developed to solve specific local problems which in turn may help the other researchers to take inspiration to solve problems in their region. On the other hand, technologies proposed by expert researchers may find applications in different regions. This offers a multidisciplinary platform for researchers from a broad range of disciplines of Science, Engineering and Technology for reporting innovations at different levels.

An Introduction to Boundary Layer Meteorology

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Publisher : Springer Science & Business Media
ISBN 13 : 9789027727695
Total Pages : 688 pages
Book Rating : 4.7/5 (276 download)

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Book Synopsis An Introduction to Boundary Layer Meteorology by : Roland B. Stull

Download or read book An Introduction to Boundary Layer Meteorology written by Roland B. Stull and published by Springer Science & Business Media. This book was released on 1988-07-31 with total page 688 pages. Available in PDF, EPUB and Kindle. Book excerpt: Part of the excitement in boundary-layer meteorology is the challenge associated with turbulent flow - one of the unsolved problems in classical physics. An additional attraction of the filed is the rich diversity of topics and research methods that are collected under the umbrella-term of boundary-layer meteorology. The flavor of the challenges and the excitement associated with the study of the atmospheric boundary layer are captured in this textbook. Fundamental concepts and mathematics are presented prior to their use, physical interpretations of the terms in equations are given, sample data are shown, examples are solved, and exercises are included. The work should also be considered as a major reference and as a review of the literature, since it includes tables of parameterizatlons, procedures, filed experiments, useful constants, and graphs of various phenomena under a variety of conditions. It is assumed that the work will be used at the beginning graduate level for students with an undergraduate background in meteorology, but the author envisions, and has catered for, a heterogeneity in the background and experience of his readers.