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Author : Iain Ashman
Publisher : Edc Pub
ISBN 13 : 9780746016688
Total Pages : 32 pages
Book Rating : 4.0/5 (166 download)
Download or read book Make This Model Trojan Horse written by Iain Ashman and published by Edc Pub. This book was released on 1994 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pages are cut and folded to create a miniature model of the Trojan horse from Homer's Odyssey.
Author : Scott E. Page
Publisher : Basic Books
ISBN 13 : 0465094635
Total Pages : 585 pages
Book Rating : 4.4/5 (65 download)
Download or read book The Model Thinker written by Scott E. Page and published by Basic Books. This book was released on 2018-11-27 with total page 585 pages. Available in PDF, EPUB and Kindle. Book excerpt: Work with data like a pro using this guide that breaks down how to organize, apply, and most importantly, understand what you are analyzing in order to become a true data ninja. From the stock market to genomics laboratories, census figures to marketing email blasts, we are awash with data. But as anyone who has ever opened up a spreadsheet packed with seemingly infinite lines of data knows, numbers aren't enough: we need to know how to make those numbers talk. In The Model Thinker, social scientist Scott E. Page shows us the mathematical, statistical, and computational models—from linear regression to random walks and far beyond—that can turn anyone into a genius. At the core of the book is Page's "many-model paradigm," which shows the reader how to apply multiple models to organize the data, leading to wiser choices, more accurate predictions, and more robust designs. The Model Thinker provides a toolkit for business people, students, scientists, pollsters, and bloggers to make them better, clearer thinkers, able to leverage data and information to their advantage.
Author : Christoph Molnar
Publisher : Lulu.com
ISBN 13 : 0244768528
Total Pages : 320 pages
Book Rating : 4.2/5 (447 download)
Download or read book Interpretable Machine Learning written by Christoph Molnar and published by Lulu.com. This book was released on 2020 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.
Author : Iain Ashman
Publisher : E.D.C. Publishing
ISBN 13 : 9780746006474
Total Pages : 36 pages
Book Rating : 4.0/5 (64 download)
Download or read book Make This Model Haunted House written by Iain Ashman and published by E.D.C. Publishing. This book was released on 1990-12-31 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: -- Requires only glue, scissors and a craft knife -- Most historical titles compatible with OO/HO scale to complement figures bought from model shops -- Fantasy models include moving parts and "see-inside" sections -- Each model includes full-color buildings, people and baseboard -- Baseboards of the 12th century village, town, castle and cathedral fit together to form one large medieval setting
Author : Donald M. Silver
Publisher : Scholastic Inc.
ISBN 13 : 9780590930895
Total Pages : 132 pages
Book Rating : 4.9/5 (38 download)
Download or read book The Amazing Earth Model Book written by Donald M. Silver and published by Scholastic Inc.. This book was released on 1997 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: By building models which illustrate the workings of our planet, students learn about rocks, minerals, erosion, natural disasters, and moving plates.
Author : Hadley Wickham
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491910364
Total Pages : 521 pages
Book Rating : 4.4/5 (919 download)
Download or read book R for Data Science written by Hadley Wickham and published by "O'Reilly Media, Inc.". This book was released on 2016-12-12 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results
Author : Michael Bracewell
Publisher : Da Capo Press
ISBN 13 : 9780306814006
Total Pages : 0 pages
Book Rating : 4.8/5 (14 download)
Download or read book Re-make/Re-model written by Michael Bracewell and published by Da Capo Press. This book was released on 2008-04-08 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 1972 an English rock band released its first album to instant critical acclaim: Roxy Music. Here was a group that looked as though it came not only from another era, but also from another planet-a band in which art, fashion, and music would combine to create, in Bryan Ferry's words, “above all, a state of mind.” Written with the assistance, for the first time, of all those involved, including Bryan Ferry, Brian Eno, Andy Mackay, and Phil Manzanera, Re-Make/Re-Model tells how Pop Art, the 1960s underground, and Swinging London were transformed into a unique sound and look-theatrical, arch, literate, clever, sexy, thrilling. In the tradition of Jean Stein and George Plimpton's Edie, Re-Make/Re-Model is the story of extraordinary individuals and exceptional creativity-and nothing less than the history of an era in music and pop culture.
Author : Shane Safir
Publisher : Corwin
ISBN 13 : 1071812661
Total Pages : 281 pages
Book Rating : 4.0/5 (718 download)
Download or read book Street Data written by Shane Safir and published by Corwin. This book was released on 2021-02-12 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: Radically reimagine our ways of being, learning, and doing Education can be transformed if we eradicate our fixation on big data like standardized test scores as the supreme measure of equity and learning. Instead of the focus being on "fixing" and "filling" academic gaps, we must envision and rebuild the system from the student up—with classrooms, schools and systems built around students’ brilliance, cultural wealth, and intellectual potential. Street data reminds us that what is measurable is not the same as what is valuable and that data can be humanizing, liberatory and healing. By breaking down street data fundamentals: what it is, how to gather it, and how it can complement other forms of data to guide a school or district’s equity journey, Safir and Dugan offer an actionable framework for school transformation. Written for educators and policymakers, this book · Offers fresh ideas and innovative tools to apply immediately · Provides an asset-based model to help educators look for what’s right in our students and communities instead of seeking what’s wrong · Explores a different application of data, from its capacity to help us diagnose root causes of inequity, to its potential to transform learning, and its power to reshape adult culture Now is the time to take an antiracist stance, interrogate our assumptions about knowledge, measurement, and what really matters when it comes to educating young people.
Author : Ewout W. Steyerberg
Publisher : Springer
ISBN 13 : 3030163997
Total Pages : 558 pages
Book Rating : 4.0/5 (31 download)
Download or read book Clinical Prediction Models written by Ewout W. Steyerberg and published by Springer. This book was released on 2019-07-22 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of this volume provides insight and practical illustrations on how modern statistical concepts and regression methods can be applied in medical prediction problems, including diagnostic and prognostic outcomes. Many advances have been made in statistical approaches towards outcome prediction, but a sensible strategy is needed for model development, validation, and updating, such that prediction models can better support medical practice. There is an increasing need for personalized evidence-based medicine that uses an individualized approach to medical decision-making. In this Big Data era, there is expanded access to large volumes of routinely collected data and an increased number of applications for prediction models, such as targeted early detection of disease and individualized approaches to diagnostic testing and treatment. Clinical Prediction Models presents a practical checklist that needs to be considered for development of a valid prediction model. Steps include preliminary considerations such as dealing with missing values; coding of predictors; selection of main effects and interactions for a multivariable model; estimation of model parameters with shrinkage methods and incorporation of external data; evaluation of performance and usefulness; internal validation; and presentation formatting. The text also addresses common issues that make prediction models suboptimal, such as small sample sizes, exaggerated claims, and poor generalizability. The text is primarily intended for clinical epidemiologists and biostatisticians. Including many case studies and publicly available R code and data sets, the book is also appropriate as a textbook for a graduate course on predictive modeling in diagnosis and prognosis. While practical in nature, the book also provides a philosophical perspective on data analysis in medicine that goes beyond predictive modeling. Updates to this new and expanded edition include: • A discussion of Big Data and its implications for the design of prediction models • Machine learning issues • More simulations with missing ‘y’ values • Extended discussion on between-cohort heterogeneity • Description of ShinyApp • Updated LASSO illustration • New case studies
Author : Iain Ashman
Publisher : Usborne Books
ISBN 13 : 9780794502553
Total Pages : 0 pages
Book Rating : 4.5/5 (25 download)
Download or read book Make This Egyptian Mummy written by Iain Ashman and published by Usborne Books. This book was released on 2002-10 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: You only need a tube of glue and a pair of scissors to turn this book into a fascinating model of a three thousand year old Egyptian mummy. This one is based on the tomb of an important Theban priestess from the New Kingdom.
Author : Frank E. Harrell
Publisher : Springer Science & Business Media
ISBN 13 : 147573462X
Total Pages : 583 pages
Book Rating : 4.4/5 (757 download)
Download or read book Regression Modeling Strategies written by Frank E. Harrell and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 583 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many texts are excellent sources of knowledge about individual statistical tools, but the art of data analysis is about choosing and using multiple tools. Instead of presenting isolated techniques, this text emphasizes problem solving strategies that address the many issues arising when developing multivariable models using real data and not standard textbook examples. It includes imputation methods for dealing with missing data effectively, methods for dealing with nonlinear relationships and for making the estimation of transformations a formal part of the modeling process, methods for dealing with "too many variables to analyze and not enough observations," and powerful model validation techniques based on the bootstrap. This text realistically deals with model uncertainty and its effects on inference to achieve "safe data mining".
Author : Max Kuhn
Publisher : Springer Science & Business Media
ISBN 13 : 1461468493
Total Pages : 595 pages
Book Rating : 4.4/5 (614 download)
Download or read book Applied Predictive Modeling written by Max Kuhn and published by Springer Science & Business Media. This book was released on 2013-05-17 with total page 595 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundations of model tuning. The text then provides intuitive explanations of numerous common and modern regression and classification techniques, always with an emphasis on illustrating and solving real data problems. The text illustrates all parts of the modeling process through many hands-on, real-life examples, and every chapter contains extensive R code for each step of the process. This multi-purpose text can be used as an introduction to predictive models and the overall modeling process, a practitioner’s reference handbook, or as a text for advanced undergraduate or graduate level predictive modeling courses. To that end, each chapter contains problem sets to help solidify the covered concepts and uses data available in the book’s R package. This text is intended for a broad audience as both an introduction to predictive models as well as a guide to applying them. Non-mathematical readers will appreciate the intuitive explanations of the techniques while an emphasis on problem-solving with real data across a wide variety of applications will aid practitioners who wish to extend their expertise. Readers should have knowledge of basic statistical ideas, such as correlation and linear regression analysis. While the text is biased against complex equations, a mathematical background is needed for advanced topics.
Author : Liris Crosse
Publisher : Queens for Christ
ISBN 13 : 9780997699722
Total Pages : 220 pages
Book Rating : 4.6/5 (997 download)
Download or read book Make the World Your Runway written by Liris Crosse and published by Queens for Christ. This book was released on 2018-12-25 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Foreword by Tim Gunn. In "Make the World Your Runway", Liris Crosse, plus-size supermodel, actress, and pioneer in the fashion industry, shares her top model secrets for every day confidence and success. It is the inspirational roadmap to help you to build your self-belief, so you can create the joy and success in life that you've always wanted. Step up. Own it. We're waiting for your brilliance!"
Author :
Publisher :
ISBN 13 :
Total Pages : 80 pages
Book Rating : 4.3/5 (91 download)
Download or read book Methodology for Make-model Fatality Analysis written by and published by . This book was released on 1980 with total page 80 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Iain Ashman
Publisher : Edc Pub
ISBN 13 : 9780746012116
Total Pages : 30 pages
Book Rating : 4.0/5 (121 download)
Download or read book Make This Model Lost Temple written by Iain Ashman and published by Edc Pub. This book was released on 1990-12-31 with total page 30 pages. Available in PDF, EPUB and Kindle. Book excerpt: -- Requires only glue, scissors and a craft knife -- Most historical titles compatible with OO/HO scale to complement figures bought from model shops -- Fantasy models include moving parts and "see-inside" sections -- Each model includes full-color buildings, people and baseboard
Author : Terry M. Therneau
Publisher : Springer Science & Business Media
ISBN 13 : 1475732945
Total Pages : 356 pages
Book Rating : 4.4/5 (757 download)
Download or read book Modeling Survival Data: Extending the Cox Model written by Terry M. Therneau and published by Springer Science & Business Media. This book was released on 2013-11-11 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is for statistical practitioners, particularly those who design and analyze studies for survival and event history data. Building on recent developments motivated by counting process and martingale theory, it shows the reader how to extend the Cox model to analyze multiple/correlated event data using marginal and random effects. The focus is on actual data examples, the analysis and interpretation of results, and computation. The book shows how these new methods can be implemented in SAS and S-Plus, including computer code, worked examples, and data sets.
Author : Amitabh K. Dutt
Publisher :
ISBN 13 :
Total Pages : 186 pages
Book Rating : 4.3/5 (91 download)
Download or read book Accident Involvement and Crash Injury Rates by Make, Model, and Year of Car written by Amitabh K. Dutt and published by . This book was released on 1977 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt:
