The Julia Language Handbook

Author : George Root
Publisher :
ISBN 13 : 9781794681699
Total Pages : 199 pages
Book Rating : 4.98/5 ( download)

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Download or read book The Julia Language Handbook written by George Root and published by . This book was released on 2019-02-02 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you are new to Julia and want a reference that describes how to install and use Julia, this is the book you want. Many of the other Julia books available describe previous versions with examples that no longer work. The "Julia Handbook" is current as of Julia v1.02 and every example, of which there are dozens, has been tested and they all work.You will learn how to install and use the Julia REPL mode and the Jupyter Notebook mode to create and test your code. Other topics include:Data TypesFunctions and PackagesTuplesData ArraysData FramesData StructuresFlow ControlLoops and IterationInput / Output - formatted printing - writing and reading data filesLine and Scatter PlotsOther Plot TypesRandom NumbersOptimization Using Optim and JuMPThis is the book I wanted to buy when I started learning Julia but I had to write it myself to get all of the detail and up-to-date information I wanted. If you are just learning Julia you will find this to be a useful guide. If you are already using Julia you will find this to be an excellent reference book to remind you of some obscure Julia syntax.

Author : Peter K. Austin
Publisher : Cambridge University Press
ISBN 13 : 113950083X
Total Pages : 581 pages
Book Rating : 4.38/5 ( download)

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Download or read book The Cambridge Handbook of Endangered Languages written by Peter K. Austin and published by Cambridge University Press. This book was released on 2011-03-24 with total page 581 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is generally agreed that about 7,000 languages are spoken across the world today and at least half may no longer be spoken by the end of this century. This state-of-the-art Handbook examines the reasons behind this dramatic loss of linguistic diversity, why it matters, and what can be done to document and support endangered languages. The volume is relevant not only to researchers in language endangerment, language shift and language death, but to anyone interested in the languages and cultures of the world. It is accessible both to specialists and non-specialists: researchers will find cutting-edge contributions from acknowledged experts in their fields, while students, activists and other interested readers will find a wealth of readable yet thorough and up-to-date information.

Author : Julia Herschensohn
Publisher : Cambridge University Press
ISBN 13 : 9781108733748
Total Pages : 0 pages
Book Rating : 4.43/5 ( download)

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Download or read book The Cambridge Handbook of Second Language Acquisition written by Julia Herschensohn and published by Cambridge University Press. This book was released on 2018-09-06 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is language and how can we investigate its acquisition by children or adults? What perspectives exist from which to view acquisition? What internal constraints and external factors shape acquisition? What are the properties of interlanguage systems? This comprehensive 31-chapter handbook is an authoritative survey of second language acquisition (SLA). Its multi-perspective synopsis on recent developments in SLA research provides significant contributions by established experts and widely recognized younger talent. It covers cutting edge and emerging areas of enquiry not treated elsewhere in a single handbook, including third language acquisition, electronic communication, incomplete first language acquisition, alphabetic literacy and SLA, affect and the brain, discourse and identity. Written to be accessible to newcomers as well as experienced scholars of SLA, the Handbook is organised into six thematic sections, each with an editor-written introduction.

Author : Ivo Balbaert
Publisher : Packt Publishing Ltd
ISBN 13 : 1838824677
Total Pages : 455 pages
Book Rating : 4.79/5 ( download)

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Download or read book Julia 1.0 Programming Complete Reference Guide written by Ivo Balbaert and published by Packt Publishing Ltd. This book was released on 2019-05-20 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn dynamic programming with Julia to build apps for data analysis, visualization, machine learning, and the web Key FeaturesLeverage Julia's high speed and efficiency to build fast, efficient applicationsPerform supervised and unsupervised machine learning and time series analysisTackle problems concurrently and in a distributed environmentBook Description Julia offers the high productivity and ease of use of Python and R with the lightning-fast speed of C++. There’s never been a better time to learn this language, thanks to its large-scale adoption across a wide range of domains, including fintech, biotech and artificial intelligence (AI). You will begin by learning how to set up a running Julia platform, before exploring its various built-in types. This Learning Path walks you through two important collection types: arrays and matrices. You’ll be taken through how type conversions and promotions work, and in further chapters you'll study how Julia interacts with operating systems and other languages. You’ll also learn about the use of macros, what makes Julia suitable for numerical and scientific computing, and how to run external programs. Once you have grasped the basics, this Learning Path goes on to how to analyze the Iris dataset using DataFrames. While building a web scraper and a web app, you’ll explore the use of functions, methods, and multiple dispatches. In the final chapters, you'll delve into machine learning, where you'll build a book recommender system. By the end of this Learning Path, you’ll be well versed with Julia and have the skills you need to leverage its high speed and efficiency for your applications. This Learning Path includes content from the following Packt products: Julia 1.0 Programming - Second Edition by Ivo BalbaertJulia Programming Projects by Adrian SalceanuWhat you will learnCreate your own types to extend the built-in type systemVisualize your data in Julia with plotting packagesExplore the use of built-in macros for testing and debuggingIntegrate Julia with other languages such as C, Python, and MATLABAnalyze and manipulate datasets using Julia and DataFramesDevelop and run a web app using Julia and the HTTP packageBuild a recommendation system using supervised machine learningWho this book is for If you are a statistician or data scientist who wants a quick course in the Julia programming language while building big data applications, this Learning Path is for you. Basic knowledge of mathematics and programming is a must.

Author : Julia Yates
Publisher : Routledge
ISBN 13 : 1317963482
Total Pages : 249 pages
Book Rating : 4.86/5 ( download)

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Download or read book The Career Coaching Handbook written by Julia Yates and published by Routledge. This book was released on 2013-11-20 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: Uniquely combining the latest research into careers with the most up to date coaching approaches, Julia Yates shows how to effectively apply coaching techniques to the world of career support. Demonstrating how coaching research explains practice and how practice benefits from research, The Career Coaching Handbook is accessibly written with a solid evidence-based foundation. Presented in three parts, the book covers developments in theory and research and applies this knowledge to the real world. Part 1, Theories of Career, looks at 21st century career paths, job satisfaction and career changes – both planned and unplanned. Part 2, Career Coaching Approaches, looks at coaching strategies that are applicable to career coaching in particular. Part 3, Coaching into the World of Work, covers specific real-world situations where coaching is beneficial, from job search strategies to CV and interview coaching. Evidence and research is used throughout to demonstrate the most effective strategies for coaching. The Career Coaching Handbook provides an essential introduction for students or practitioners who are interested in developing their own practice, finding new and improved ways to do things and understanding the theories that underpin effective career coaching practice.

Author : C. Addison Stone
Publisher : Guilford Publications
ISBN 13 : 1462527485
Total Pages : 736 pages
Book Rating : 4.89/5 ( download)

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Download or read book Handbook of Language and Literacy, Second Edition written by C. Addison Stone and published by Guilford Publications. This book was released on 2016-05-27 with total page 736 pages. Available in PDF, EPUB and Kindle. Book excerpt: An acclaimed reference that fills a significant gap in the literature, this volume examines the linkages between spoken and written language development, both typical and atypical. Leading authorities address the impact of specific language-related processes on K-12 literacy learning, with attention to cognitive, neurobiological, sociocultural, and instructional issues. Approaches to achieving optimal learning outcomes with diverse students are reviewed. The volume presents research-based practices for assessing student needs and providing effective instruction in all aspects of literacy: word recognition, reading comprehension, writing, and spelling. New to This Edition *Chapters on digital literacy, disciplinary literacy, and integrative research designs. *Chapters on bilingualism, response to intervention, and English language learners. *Incorporates nearly a decade's worth of empirical and theoretical advances. *Numerous prior edition chapters have been completely rewritten.

Author : Zacharias Voulgaris
Publisher :
ISBN 13 : 9781634621304
Total Pages : 0 pages
Book Rating : 4.01/5 ( download)

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Download or read book Julia for Data Science written by Zacharias Voulgaris and published by . This book was released on 2016 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: After covering the importance of Julia to the data science community and several essential data science principles, we start with the basics including how to install Julia and its powerful libraries. Many examples are provided as we illustrate how to leverage each Julia command, dataset, and function. Specialized script packages are introduced and described. Hands-on problems representative of those commonly encountered throughout the data science pipeline are provided, and we guide you in the use of Julia in solving them using published datasets. Many of these scenarios make use of existing packages and built-in functions, as we cover: An overview of the data science pipeline along with an example illustrating the key points, implemented in Julia Options for Julia IDEs Programming structures and functions Engineering tasks, such as importing, cleaning, formatting and storing data, as well as performing data preprocessing Data visualization and some simple yet powerful statistics for data exploration purposes Dimensionality reduction and feature evaluation Machine learning methods, ranging from unsupervised (different types of clustering) to supervised ones (decision trees, random forests, basic neural networks, regression trees, and Extreme Learning Machines) Graph analysis including pinpointing the connections among the various entities and how they can be mined for useful insights. Each chapter concludes with a series of questions and exercises to reinforce what you learned. The last chapter of the book will guide you in creating a data science application from scratch using Julia.

Author : Keith McNulty
Publisher : CRC Press
ISBN 13 : 1000427897
Total Pages : 272 pages
Book Rating : 4.99/5 ( download)

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Download or read book Handbook of Regression Modeling in People Analytics written by Keith McNulty and published by CRC Press. This book was released on 2021-07-29 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Despite the recent rapid growth in machine learning and predictive analytics, many of the statistical questions that are faced by researchers and practitioners still involve explaining why something is happening. Regression analysis is the best ‘swiss army knife’ we have for answering these kinds of questions. This book is a learning resource on inferential statistics and regression analysis. It teaches how to do a wide range of statistical analyses in both R and in Python, ranging from simple hypothesis testing to advanced multivariate modelling. Although it is primarily focused on examples related to the analysis of people and talent, the methods easily transfer to any discipline. The book hits a ‘sweet spot’ where there is just enough mathematical theory to support a strong understanding of the methods, but with a step-by-step guide and easily reproducible examples and code, so that the methods can be put into practice immediately. This makes the book accessible to a wide readership, from public and private sector analysts and practitioners to students and researchers. Key Features: • 16 accompanying datasets across a wide range of contexts (e.g. academic, corporate, sports, marketing) • Clear step-by-step instructions on executing the analyses. • Clear guidance on how to interpret results. • Primary instruction in R but added sections for Python coders. • Discussion exercises and data exercises for each of the main chapters. • Final chapter of practice material and datasets ideal for class homework or project work.

Author : Ben Lauwens
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1492044989
Total Pages : 298 pages
Book Rating : 4.87/5 ( download)

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Download or read book Think Julia written by Ben Lauwens and published by "O'Reilly Media, Inc.". This book was released on 2019-04-05 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you’re just learning how to program, Julia is an excellent JIT-compiled, dynamically typed language with a clean syntax. This hands-on guide uses Julia 1.0 to walk you through programming one step at a time, beginning with basic programming concepts before moving on to more advanced capabilities, such as creating new types and multiple dispatch. Designed from the beginning for high performance, Julia is a general-purpose language ideal for not only numerical analysis and computational science but also web programming and scripting. Through exercises in each chapter, you’ll try out programming concepts as you learn them. Think Julia is perfect for students at the high school or college level as well as self-learners and professionals who need to learn programming basics. Start with the basics, including language syntax and semantics Get a clear definition of each programming concept Learn about values, variables, statements, functions, and data structures in a logical progression Discover how to work with files and databases Understand types, methods, and multiple dispatch Use debugging techniques to fix syntax, runtime, and semantic errors Explore interface design and data structures through case studies

Author : Kenneth L. Rehg
Publisher : Oxford University Press
ISBN 13 : 0190610034
Total Pages : 776 pages
Book Rating : 4.36/5 ( download)

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Download or read book The Oxford Handbook of Endangered Languages written by Kenneth L. Rehg and published by Oxford University Press. This book was released on 2018-07-18 with total page 776 pages. Available in PDF, EPUB and Kindle. Book excerpt: The endangered languages crisis is widely acknowledged among scholars who deal with languages and indigenous peoples as one of the most pressing problems facing humanity, posing moral, practical, and scientific issues of enormous proportions. Simply put, no area of the world is immune from language endangerment. The Oxford Handbook of Endangered Languages, in 39 chapters, provides a comprehensive overview of the efforts that are being undertaken to deal with this crisis. A comprehensive reference reflecting the breadth of the field, the Handbook presents in detail both the range of thinking about language endangerment and the variety of responses to it, and broadens understanding of language endangerment, language documentation, and language revitalization, encouraging further research. The Handbook is organized into five parts. Part 1, Endangered Languages, addresses the fundamental issues that are essential to understanding the nature of the endangered languages crisis. Part 2, Language Documentation, provides an overview of the issues and activities of concern to linguists and others in their efforts to record and document endangered languages. Part 3, Language Revitalization, includes approaches, practices, and strategies for revitalizing endangered and sleeping ("dormant") languages. Part 4, Endangered Languages and Biocultural Diversity, extends the discussion of language endangerment beyond its conventional boundaries to consider the interrelationship of language, culture, and environment, and the common forces that now threaten the sustainability of their diversity. Part 5, Looking to the Future, addresses a variety of topics that are certain to be of consequence in future efforts to document and revitalize endangered languages.