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.

The Writing Revolution

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Publisher : John Wiley & Sons
ISBN 13 : 1119364914
Total Pages : 311 pages
Book Rating : 4.1/5 (193 download)

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Book Synopsis The Writing Revolution by : Judith C. Hochman

Download or read book The Writing Revolution written by Judith C. Hochman and published by John Wiley & Sons. This book was released on 2017-08-07 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why you need a writing revolution in your classroom and how to lead it The Writing Revolution (TWR) provides a clear method of instruction that you can use no matter what subject or grade level you teach. The model, also known as The Hochman Method, has demonstrated, over and over, that it can turn weak writers into strong communicators by focusing on specific techniques that match their needs and by providing them with targeted feedback. Insurmountable as the challenges faced by many students may seem, The Writing Revolution can make a dramatic difference. And the method does more than improve writing skills. It also helps: Boost reading comprehension Improve organizational and study skills Enhance speaking abilities Develop analytical capabilities The Writing Revolution is as much a method of teaching content as it is a method of teaching writing. There's no separate writing block and no separate writing curriculum. Instead, teachers of all subjects adapt the TWR strategies and activities to their current curriculum and weave them into their content instruction. But perhaps what's most revolutionary about the TWR method is that it takes the mystery out of learning to write well. It breaks the writing process down into manageable chunks and then has students practice the chunks they need, repeatedly, while also learning content.

Step Forward

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Author :
Publisher : OXFORD
ISBN 13 : 9780194392242
Total Pages : 0 pages
Book Rating : 4.3/5 (922 download)

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Book Synopsis Step Forward by : Jane Spigarelli

Download or read book Step Forward written by Jane Spigarelli and published by OXFORD. This book was released on 2006 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: A four-skills course that integrates language instruction into meaningful, real-life contexts.

Crafting Interpreters

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Author :
Publisher : Genever Benning
ISBN 13 : 0990582949
Total Pages : 1021 pages
Book Rating : 4.9/5 (95 download)

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Book Synopsis Crafting Interpreters by : Robert Nystrom

Download or read book Crafting Interpreters written by Robert Nystrom and published by Genever Benning. This book was released on 2021-07-27 with total page 1021 pages. Available in PDF, EPUB and Kindle. Book excerpt: Despite using them every day, most software engineers know little about how programming languages are designed and implemented. For many, their only experience with that corner of computer science was a terrifying "compilers" class that they suffered through in undergrad and tried to blot from their memory as soon as they had scribbled their last NFA to DFA conversion on the final exam. That fearsome reputation belies a field that is rich with useful techniques and not so difficult as some of its practitioners might have you believe. A better understanding of how programming languages are built will make you a stronger software engineer and teach you concepts and data structures you'll use the rest of your coding days. You might even have fun. This book teaches you everything you need to know to implement a full-featured, efficient scripting language. You'll learn both high-level concepts around parsing and semantics and gritty details like bytecode representation and garbage collection. Your brain will light up with new ideas, and your hands will get dirty and calloused. Starting from main(), you will build a language that features rich syntax, dynamic typing, garbage collection, lexical scope, first-class functions, closures, classes, and inheritance. All packed into a few thousand lines of clean, fast code that you thoroughly understand because you wrote each one yourself.

Introductory Statistics 2e

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Author :
Publisher :
ISBN 13 :
Total Pages : 2106 pages
Book Rating : 4./5 ( download)

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Book Synopsis Introductory Statistics 2e by : Barbara Illowsky

Download or read book Introductory Statistics 2e written by Barbara Illowsky and published by . This book was released on 2023-12-13 with total page 2106 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introductory Statistics 2e provides an engaging, practical, and thorough overview of the core concepts and skills taught in most one-semester statistics courses. The text focuses on diverse applications from a variety of fields and societal contexts, including business, healthcare, sciences, sociology, political science, computing, and several others. The material supports students with conceptual narratives, detailed step-by-step examples, and a wealth of illustrations, as well as collaborative exercises, technology integration problems, and statistics labs. The text assumes some knowledge of intermediate algebra, and includes thousands of problems and exercises that offer instructors and students ample opportunity to explore and reinforce useful statistical skills. This is an adaptation of Introductory Statistics 2e by OpenStax. You can access the textbook as pdf for free at openstax.org. Minor editorial changes were made to ensure a better ebook reading experience. Textbook content produced by OpenStax is licensed under a Creative Commons Attribution 4.0 International License.

Step Forward Level 3 Student Book with Online Practice

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Publisher : Oxford University Press, USA
ISBN 13 : 9780194492775
Total Pages : 0 pages
Book Rating : 4.4/5 (927 download)

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Book Synopsis Step Forward Level 3 Student Book with Online Practice by : Jane Spigarelli

Download or read book Step Forward Level 3 Student Book with Online Practice written by Jane Spigarelli and published by Oxford University Press, USA. This book was released on 2019-06 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Step Forward Student Book incorporates all of the skills learners need to pursue a career or educational program in the USA. The Step Forward Second Edition series provides the essential language, skills and rigorous content that adult English language learners need to move confidently toward their work and academic goals. The one-page 'At Work' sections in every unit build the essential skills students need in the workplace. The course also features 'Everyday Conversation' lessons, which focus on the functional English that students need in the real world. Newly revised to align with the College and Career Readiness Standards (CCR) and the English Language Proficiency Standards (ELP), Step Forward ensures that learners are well prepared to use their English in the real world. Each Student Book includes access codes for Step Forward Online Practice and the Oxford English Vocabulary Trainer app. The Online Practice reinforces the language and skills taught in the Student Books with over 200 new interactive activities that motivate students to keep learning and developing their digital literacy skills. With the app, students can download the Step Forward wordlist to practice course-specific vocabulary. The app provides engaging and gamified practice with personalized, intelligent feedback. HIGHLIGHTS - Designed to meet the needs of multilevel classes, the full suite of easy-to-use resources in Step Forward include tests, lesson plans, multilevel activities and opportunities for self-assessment - Step-by-step writing instruction offers clear models and strategies for adults learning English as a foreign language for life, college or career - Twelve thematic units in the book focus on everyday adult topics, each with six lessons integrating communication, workplace and academic skills, along with language strategies for accuracy and fluency - Content is appropriate for low-beginning to low-intermediate English as a second language (ESL) learners and English language teaching (ELT) professionals

Building a Second Brain

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Publisher : Simon and Schuster
ISBN 13 : 1982167386
Total Pages : 272 pages
Book Rating : 4.9/5 (821 download)

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Book Synopsis Building a Second Brain by : Tiago Forte

Download or read book Building a Second Brain written by Tiago Forte and published by Simon and Schuster. This book was released on 2022-06-14 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Building a second brain is getting things done for the digital age. It's a ... productivity method for consuming, synthesizing, and remembering the vast amount of information we take in, allowing us to become more effective and creative and harness the unprecedented amount of technology we have at our disposal"--

Oxford Picture Dictionary

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Publisher :
ISBN 13 : 9780195438093
Total Pages : 286 pages
Book Rating : 4.4/5 (38 download)

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Book Synopsis Oxford Picture Dictionary by : Jayme Adelson-Goldstein

Download or read book Oxford Picture Dictionary written by Jayme Adelson-Goldstein and published by . This book was released on 2009-06 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: The OPD Second Canadian Edition is an illustrated, theme-based dictionary for second-language learners. This four-colour dictionary defines words through pictures, and presents each new word in context. The OPD, along with its workbooks and many other components, can be used as a referencebook or as text for high school or adult ESL students at the beginner level.For years, the first Canadian edition of the OPD has been the industry leader among picture dictionaries. The second edition expands on the topics covered, providing more depth of vocabulary in the areas that matter most to students. The illustrations have been completely updated in a more realisticstyle that is visually appealing to adult learners.The second edition also contains two new features: Introductory Pages and Story Pages. The Introductory Pages have been added to the beginning of each theme to give lower-level students a basic overview of key vocabulary words, and to give a starting point for discussion and an introduction to thetheme for more advanced students. The Story Pages consist of a two-page spread at the end of each theme to help students use the words in context and practise their reading skills.The OPD is designed for use both in and out of the classroom. Speaking exercises are presented throughout the OPD to allow students to practise new vocabulary in pairs or small groups, while the pronunciation guide in the index allows students to check their pronunciation when they are studying ontheir own.

How Learning Works

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Publisher : John Wiley & Sons
ISBN 13 : 0470617608
Total Pages : 336 pages
Book Rating : 4.4/5 (76 download)

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Book Synopsis How Learning Works by : Susan A. Ambrose

Download or read book How Learning Works written by Susan A. Ambrose and published by John Wiley & Sons. This book was released on 2010-04-16 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for How Learning Works "How Learning Works is the perfect title for this excellent book. Drawing upon new research in psychology, education, and cognitive science, the authors have demystified a complex topic into clear explanations of seven powerful learning principles. Full of great ideas and practical suggestions, all based on solid research evidence, this book is essential reading for instructors at all levels who wish to improve their students' learning." —Barbara Gross Davis, assistant vice chancellor for educational development, University of California, Berkeley, and author, Tools for Teaching "This book is a must-read for every instructor, new or experienced. Although I have been teaching for almost thirty years, as I read this book I found myself resonating with many of its ideas, and I discovered new ways of thinking about teaching." —Eugenia T. Paulus, professor of chemistry, North Hennepin Community College, and 2008 U.S. Community Colleges Professor of the Year from The Carnegie Foundation for the Advancement of Teaching and the Council for Advancement and Support of Education "Thank you Carnegie Mellon for making accessible what has previously been inaccessible to those of us who are not learning scientists. Your focus on the essence of learning combined with concrete examples of the daily challenges of teaching and clear tactical strategies for faculty to consider is a welcome work. I will recommend this book to all my colleagues." —Catherine M. Casserly, senior partner, The Carnegie Foundation for the Advancement of Teaching "As you read about each of the seven basic learning principles in this book, you will find advice that is grounded in learning theory, based on research evidence, relevant to college teaching, and easy to understand. The authors have extensive knowledge and experience in applying the science of learning to college teaching, and they graciously share it with you in this organized and readable book." —From the Foreword by Richard E. Mayer, professor of psychology, University of California, Santa Barbara; coauthor, e-Learning and the Science of Instruction; and author, Multimedia Learning

Operating Systems

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Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781985086593
Total Pages : 714 pages
Book Rating : 4.0/5 (865 download)

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Book Synopsis Operating Systems by : Remzi H. Arpaci-Dusseau

Download or read book Operating Systems written by Remzi H. Arpaci-Dusseau and published by Createspace Independent Publishing Platform. This book was released on 2018-09 with total page 714 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book is organized around three concepts fundamental to OS construction: virtualization (of CPU and memory), concurrency (locks and condition variables), and persistence (disks, RAIDS, and file systems"--Back cover.

FULL VOICE Workbook - Introductory Level

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Publisher :
ISBN 13 : 9781897539125
Total Pages : 58 pages
Book Rating : 4.5/5 (391 download)

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Book Synopsis FULL VOICE Workbook - Introductory Level by : Nikki Loney

Download or read book FULL VOICE Workbook - Introductory Level written by Nikki Loney and published by . This book was released on 2014-07-10 with total page 58 pages. Available in PDF, EPUB and Kindle. Book excerpt: The FULL VOICE(R) Workbooks have been researched and developed for the young vocal student. Every workbook includes technical exercises, music theory, rhythm reading, ear-training, sight singing, performance assessments and MORE! FULL VOICE WORKBOOKS are a comprehensive, all-in-one musical supplement for your repertoire studies. "My books arrived! Starting my kiddos next week. I am a 35-year veteran teacher and I wish I had written these. Bravo and thank you!" K. Lollar, Odessa, TX "...Since incorporating Full Voice curriculum and suggested repertoire in our school, our retention of vocal students has more than doubled! The students love the lesson plans, weekly worksheets, the warm-ups and sight reading. Full Voice makes voice lessons fun!" Rachael Richter, Director Gulf Breeze School of Music, Florida. FULL VOICE(R) Introductory level was specifically developed for young students ages 6-8 who are new to music lessons. This level is a perfect fit for private voice lessons and Introductory small group vocal classes. This level includes: introduction to tonic sol-fa introduction to reading and writing notes clapping and counting basic rhythms singing steps and skips

College Success

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Publisher :
ISBN 13 : 9781951693169
Total Pages : pages
Book Rating : 4.6/5 (931 download)

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Book Synopsis College Success by : Amy Baldwin

Download or read book College Success written by Amy Baldwin and published by . This book was released on 2020-03 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Français Interactif

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Publisher :
ISBN 13 : 9781937963200
Total Pages : pages
Book Rating : 4.9/5 (632 download)

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Book Synopsis Français Interactif by : Karen Kelton

Download or read book Français Interactif written by Karen Kelton and published by . This book was released on 2019-08-15 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook includes all 13 chapters of Français interactif. It accompanies www.laits.utexas.edu/fi, the web-based French program developed and in use at the University of Texas since 2004, and its companion site, Tex's French Grammar (2000) www.laits.utexas.edu/tex/ Français interactif is an open acess site, a free and open multimedia resources, which requires neither password nor fees. Français interactif has been funded and created by Liberal Arts Instructional Technology Services at the University of Texas, and is currently supported by COERLL, the Center for Open Educational Resources and Language Learning UT-Austin, and the U.S. Department of Education Fund for the Improvement of Post-Secondary Education (FIPSE Grant P116B070251) as an example of the open access initiative.

Step Forward 2E Intro Level Workbook

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Publisher : Oxford University Press
ISBN 13 : 0194836207
Total Pages : 100 pages
Book Rating : 4.1/5 (948 download)

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Book Synopsis Step Forward 2E Intro Level Workbook by : Barbara Denman

Download or read book Step Forward 2E Intro Level Workbook written by Barbara Denman and published by Oxford University Press. This book was released on 2020-07-09 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: A five level four-skills course that integrates language instruction into meaningful, real-life contexts.

Introductory Statistics

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Author :
Publisher :
ISBN 13 : 9781453388945
Total Pages : 0 pages
Book Rating : 4.3/5 (889 download)

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Book Synopsis Introductory Statistics by : Douglas S. Shafer

Download or read book Introductory Statistics written by Douglas S. Shafer and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Introductory Statistics

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Publisher :
ISBN 13 : 9780536614650
Total Pages : 57 pages
Book Rating : 4.6/5 (146 download)

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Book Synopsis Introductory Statistics by : Neil A. Weiss

Download or read book Introductory Statistics written by Neil A. Weiss and published by . This book was released on 1999 with total page 57 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Step Forward 2E Introductory Student's Book

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Author :
Publisher : Oxford University Press
ISBN 13 : 0194836150
Total Pages : 192 pages
Book Rating : 4.1/5 (948 download)

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Book Synopsis Step Forward 2E Introductory Student's Book by : Barbara Denman

Download or read book Step Forward 2E Introductory Student's Book written by Barbara Denman and published by Oxford University Press. This book was released on 2020-07-09 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: A five level four-skills course that integrates language instruction into meaningful, real-life contexts. conversation, and real-life reading, carefully developing learners' understanding through use of all four skills. •A transparent lesson structure makes the text accessible to learners, while minimizing teacher preparation time. •Strong vocabulary and grammar strands provide learners with the tools they need to master language. •A variety of assessment tools allow teachers and learners to monitor progress. •Interactive CD-ROM PROGRAM! A Stand Alone Level (levels 1-4) Interactive CD-ROM Program that provides extensive practice of vocabulary, grammar and lifeskills through a unique blend of more than 300 activities, games and tests. language assessment. The first goal is to explore the difference between fairness and justice in language assessment. The authors distinguish internal and external dimensions of the equitable and just treatment of individuals taking language tests which are used as gatekeeping devices to determine access to education and employment, immigrant status, citizenship, and other rights. The second goal is to show how the extent of test fairness can be demonstrated and improved using the tools of psychometrics, in particular the models collectively known as Rasch measurement. “This book will have an enormous impact on the field of language assessment. Using Rasch analysis models to explore and identify sources of unfairness, the authors make a compelling case for fairness in the design and implementation of language assessment instruments and for justice in the interpretation and use of test results. A real strength of the book is that it guides readers through analytical techniques in an accessible way.” Dan Douglas, Professor Emeritus, Applied Linguistics Program, Iowa State University.