Download or read book Null Object written by Bruce Gilchrist and published by Black Dog Pub Limited. This book was released on 2012 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book charts a project by London Fieldworks (Bruce Gilchrist and Jo Joelson) with the participation of internationally celebrated artist Gustav Metzger to create a sculptural work by linking a computer-brain interface with industrial manufacturing technology. Using bespoke software, London Fieldworks produced 3D shape information from EEG readings of Metzger’s brainwaves as he attempted to think about nothing. This data was translated into instructions for a manufacturing robot, which carved out the shapes from the interior of a block of stone to create a void space. An introduction by the artists, a text by Gustav Metzger and four contextualising essays by writers across the fields of literature, art, science and technology explore the diverse historical and conceptual grounding for and broader implications of Null Object’s production process. Exhibition: WORK Gallery, London, UK (30.11.2012-9.2.2013).

Download or read book Direct Objects and Language Acquisition written by Ana Teresa Pérez-Leroux and published by Cambridge University Press. This book was released on 2018-02-08 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores a much-debated area of language acquisition: the omission by young children of direct objects in a sentence.

Download or read book The Syntax of Mauritian Creole written by Anand Syea and published by A&C Black. This book was released on 2013-01-01 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: A detailed study of different aspects of the syntax of Mauritian creole within a Chomksyan theoretical framework

Download or read book Hands On Data Analysis with Pandas written by Stefanie Molin and published by Packt Publishing Ltd. This book was released on 2019-07-26 with total page 702 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get to grips with pandas—a versatile and high-performance Python library for data manipulation, analysis, and discovery Key FeaturesPerform efficient data analysis and manipulation tasks using pandasApply pandas to different real-world domains using step-by-step demonstrationsGet accustomed to using pandas as an effective data exploration toolBook Description Data analysis has become a necessary skill in a variety of positions where knowing how to work with data and extract insights can generate significant value. Hands-On Data Analysis with Pandas will show you how to analyze your data, get started with machine learning, and work effectively with Python libraries often used for data science, such as pandas, NumPy, matplotlib, seaborn, and scikit-learn. Using real-world datasets, you will learn how to use the powerful pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will learn how to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding chapters, you will explore some applications of anomaly detection, regression, clustering, and classification, using scikit-learn, to make predictions based on past data. By the end of this book, you will be equipped with the skills you need to use pandas to ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. What you will learnUnderstand how data analysts and scientists gather and analyze dataPerform data analysis and data wrangling in PythonCombine, group, and aggregate data from multiple sourcesCreate data visualizations with pandas, matplotlib, and seabornApply machine learning (ML) algorithms to identify patterns and make predictionsUse Python data science libraries to analyze real-world datasetsUse pandas to solve common data representation and analysis problemsBuild Python scripts, modules, and packages for reusable analysis codeWho this book is for This book is for data analysts, data science beginners, and Python developers who want to explore each stage of data analysis and scientific computing using a wide range of datasets. You will also find this book useful if you are a data scientist who is looking to implement pandas in machine learning. Working knowledge of Python programming language will be beneficial.

Download or read book Multilingual Individuals and Multilingual Societies written by Kurt Braunmüller and published by John Benjamins Publishing. This book was released on 2012-08-22 with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 25 contributions of this volume represent a selection from the more than 120 papers originally presented at the International Conference on “Multilingual Individuals and Multilingual Societies” (MIMS), held in Hamburg (October 2010) and organized by the Collaborative Research Center “Multilingualism” after twelve years of successful research. It presents a panorama of contemporary research in multilingualism covering three fields of investigation: (1) the simultaneous and successive acquisition of more than one language, including language attrition in multilingual settings, (2) historical aspects of multilingualism and variance, and (3) multilingual communication. The papers cover a vast variety of linguistic phenomena including morphology, syntax, segmental and prosodic phonology as well as discourse production and language use, taking both individual and societal aspects of multilingualism into account. The languages addressed include numerous Romance, Slavic and Germanic varieties as well as Welsh, Hungarian, Turkish, and several South African autochthonous languages.

Download or read book Romance Linguistics written by Armin Schwegler and published by John Benjamins Publishing. This book was released on 1998-07-15 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains selected papers from the 27th Linguistic Symposium on Romance Languages (LSRL-27), which was held at the University of California, Irvine, on February 20-22, 1997. The 22 papers deal with current issues in linguistic theory as they can be illuminated by the close analysis and comparative study of Romance languages. A majority of the articles tackles topics in syntax and semantics; the rest is divided among topics in language acquisition, phonology, morphology, and sociolinguistics. Among the well-represented Romance languages examined are (Old) French, Italian, Spanish, and Portuguese.

Download or read book Artificial Intelligence in Business Management written by Teik Toe Teoh and published by Springer Nature. This book was released on 2023-11-26 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) is rapidly gaining significance in the business world. With more and more organizations adopt AI technologies, there is a growing demand for business leaders, managers, and practitioners who can harness AI’s potential to improve operations, increase efficiency, and drive innovation. This book aims to help management professionals exploit the predictive powers of AI and demonstrate to AI practitioners how to apply their expertise in fundamental business operations. It showcases how AI technology innovations can enhance various aspects of business management, such as business strategy, finance, and marketing. Readers interested in AI for business management will find several topics of particular interest, including how AI can improve decision-making in business strategy, streamline operational processes, and enhance customer satisfaction. As AI becomes an increasingly important tool in the business world, this book offers valuable insights into how it can be applied to various industries and business settings. Through this book, readers will gain a better understanding of how AI can be applied to improve business management practices and practical guidance on how to implement AI projects in a business context. This book also provides practical guides on how to implement AI projects in a business context using Python programming. By reading this book, readers will be better equipped to make informed decisions about how to leverage AI for business success.

Download or read book Python for Data Analysis written by Wes McKinney and published by "O'Reilly Media, Inc.". This book was released on 2022-08-12 with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get the definitive handbook for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.10 and pandas 1.4, the third edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You'll learn the latest versions of pandas, NumPy, and Jupyter in the process. Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. It's ideal for analysts new to Python and for Python programmers new to data science and scientific computing. Data files and related material are available on GitHub. Use the Jupyter notebook and IPython shell for exploratory computing Learn basic and advanced features in NumPy Get started with data analysis tools in the pandas library Use flexible tools to load, clean, transform, merge, and reshape data Create informative visualizations with matplotlib Apply the pandas groupby facility to slice, dice, and summarize datasets Analyze and manipulate regular and irregular time series data Learn how to solve real-world data analysis problems with thorough, detailed examples

Download or read book Python for Finance Cookbook written by Eryk Lewinson and published by Packt Publishing Ltd. This book was released on 2022-12-30 with total page 741 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use modern Python libraries such as pandas, NumPy, and scikit-learn and popular machine learning and deep learning methods to solve financial modeling problems Purchase of the print or Kindle book includes a free eBook in the PDF format Key FeaturesExplore unique recipes for financial data processing and analysis with PythonApply classical and machine learning approaches to financial time series analysisCalculate various technical analysis indicators and backtest trading strategiesBook Description Python is one of the most popular programming languages in the financial industry, with a huge collection of accompanying libraries. In this new edition of the Python for Finance Cookbook, you will explore classical quantitative finance approaches to data modeling, such as GARCH, CAPM, factor models, as well as modern machine learning and deep learning solutions. You will use popular Python libraries that, in a few lines of code, provide the means to quickly process, analyze, and draw conclusions from financial data. In this new edition, more emphasis was put on exploratory data analysis to help you visualize and better understand financial data. While doing so, you will also learn how to use Streamlit to create elegant, interactive web applications to present the results of technical analyses. Using the recipes in this book, you will become proficient in financial data analysis, be it for personal or professional projects. You will also understand which potential issues to expect with such analyses and, more importantly, how to overcome them. What you will learnPreprocess, analyze, and visualize financial dataExplore time series modeling with statistical (exponential smoothing, ARIMA) and machine learning modelsUncover advanced time series forecasting algorithms such as Meta's ProphetUse Monte Carlo simulations for derivatives valuation and risk assessmentExplore volatility modeling using univariate and multivariate GARCH modelsInvestigate various approaches to asset allocationLearn how to approach ML-projects using an example of default predictionExplore modern deep learning models such as Google's TabNet, Amazon's DeepAR and NeuralProphetWho this book is for This book is intended for financial analysts, data analysts and scientists, and Python developers with a familiarity with financial concepts. You'll learn how to correctly use advanced approaches for analysis, avoid potential pitfalls and common mistakes, and reach correct conclusions for a broad range of finance problems. Working knowledge of the Python programming language (particularly libraries such as pandas and NumPy) is necessary.

Download or read book Refactoring written by Martin Fowler and published by Addison-Wesley. This book was released on 2012-03-09 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the application of object technology--particularly the Java programming language--has become commonplace, a new problem has emerged to confront the software development community. Significant numbers of poorly designed programs have been created by less-experienced developers, resulting in applications that are inefficient and hard to maintain and extend. Increasingly, software system professionals are discovering just how difficult it is to work with these inherited, "non-optimal" applications. For several years, expert-level object programmers have employed a growing collection of techniques to improve the structural integrity and performance of such existing software programs. Referred to as "refactoring," these practices have remained in the domain of experts because no attempt has been made to transcribe the lore into a form that all developers could use. . .until now. In Refactoring: Improving the Design of Existing Code, renowned object technology mentor Martin Fowler breaks new ground, demystifying these master practices and demonstrating how software practitioners can realize the significant benefits of this new process. With proper training a skilled system designer can take a bad design and rework it into well-designed, robust code. In this book, Martin Fowler shows you where opportunities for refactoring typically can be found, and how to go about reworking a bad design into a good one. Each refactoring step is simple--seemingly too simple to be worth doing. Refactoring may involve moving a field from one class to another, or pulling some code out of a method to turn it into its own method, or even pushing some code up or down a hierarchy. While these individual steps may seem elementary, the cumulative effect of such small changes can radically improve the design. Refactoring is a proven way to prevent software decay. In addition to discussing the various techniques of refactoring, the author provides a detailed catalog of more than seventy proven refactorings with helpful pointers that teach you when to apply them; step-by-step instructions for applying each refactoring; and an example illustrating how the refactoring works. The illustrative examples are written in Java, but the ideas are applicable to any object-oriented programming language.

Download or read book The Acquisition of Spanish Morphosyntax written by Ana Teresa Pérez-Leroux and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent developments in linguistic theory, as well as the growing body of evidence from languages other than English, provide new opportunities for deeper explorations into how language is represented in the mind of learners. This collection of new empirical studies on the acquisition of Spanish morphosyntax by leading researchers in the field of language acquisition, specifically contributes to the characterization of the L1 / L2 connection in acquisition. Using L1 and L2 Spanish data from children and adults, the authors seek to address the central questions that have occupied developmental psycholinguists in the final decades of the previous century and that will no doubt continue engaging them into the present one.

Download or read book Autodesk Combustion 4 Fundamentals Courseware written by Autodesk and published by CRC Press. This book was released on 2012-10-12 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whether this is your first experience with Combustion software or you're upgrading to take advantage of the many new features and tools, this guide will serve as your ultimate resource to this all-in-one professional compositing application. Much more than a point-and-click manual, this guide explains the principles behind the software, serving as an overview of the package and associated techniques. Written by certified Autodesk training specialists for motion graphic designers, animators, and visual effects artists, Combustion 4 Fundamentals Courseware provides expert advice for all skill levels.

Download or read book Introduction to Software Design with Java written by Martin P. Robillard and published by Springer. This book was released on 2019-07-12 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides an in-depth introduction to software design, with a focus on object-oriented design, and using the Java programming language. Its goal is to help readers learn software design by discovering the experience of the design process. To this end, a narrative is used that introduces each element of design know-how in context, and explores alternative solutions in that context. The narrative is supported by hundreds of code fragments and design diagrams. The first chapter is a general introduction to software design. The subsequent chapters cover design concepts and techniques, which are presented as a continuous narrative anchored in specific design problems. The design concepts and techniques covered include effective use of types and interfaces, encapsulation, composition, inheritance, design patterns, unit testing, and many more. A major emphasis is placed on coding and experimentation as a necessary complement to reading the text. To support this aspect of the learning process, a companion website with practice problems is provided, and three sample applications that capture numerous design decisions are included. Guidance on these sample applications is provided in a section called “Code Exploration” at the end of each chapter. Although the Java language is used as a means of conveying design-related ideas, the book’s main goal is to address concepts and techniques that are applicable in a host of technologies. This book is intended for readers who have a minimum of programming experience and want to move from writing small programs and scripts to tackling the development of larger systems. This audience naturally includes students in university-level computer science and software engineering programs. As the prerequisites to specific computing concepts are kept to a minimum, the content is also accessible to programmers without a primary training in computing. In a similar vein, understanding the code fragments requires only a minimal grasp of the language, such as would be taught in an introductory programming course.

Download or read book Machine Learning for Financial Risk Management with Python written by Abdullah Karasan and published by "O'Reilly Media, Inc.". This book was released on 2021-12-07 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial risk management is quickly evolving with the help of artificial intelligence. With this practical book, developers, programmers, engineers, financial analysts, and risk analysts will explore Python-based machine learning and deep learning models for assessing financial risk. You'll learn how to compare results from ML models with results obtained by traditional financial risk models. Author Abdullah Karasan helps you explore the theory behind financial risk assessment before diving into the differences between traditional and ML models. Review classical time series applications and compare them with deep learning models Explore volatility modeling to measure degrees of risk, using support vector regression, neural networks, and deep learning Revisit and improve market risk models (VaR and expected shortfall) using machine learning techniques Develop a credit risk based on a clustering technique for risk bucketing, then apply Bayesian estimation, Markov chain, and other ML models Capture different aspects of liquidity with a Gaussian mixture model Use machine learning models for fraud detection Identify corporate risk using the stock price crash metric Explore a synthetic data generation process to employ in financial risk.

Download or read book Minimal Answers written by Ana Lúcia Santos and published by John Benjamins Publishing. This book was released on 2009 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a new contribution to the debate concerning the acquisition of the syntax-discourse interface. It provides evidence that children acquiring European Portuguese have a very early ability to spontaneously produce VP ellipsis as answers to yes-no questions. It is also argued that the distribution of VP ellipsis in European Portuguese (including its co-existence with Null Complement Anaphora) supports the hypothesis that the identification condition on ellipsis is derivable from some innate knowledge of the syntax-discourse interface. Answers to yes-no questions also provide evidence concerning children's interpretation of questions containing a cleft or the operator só 'only'. The analysis of spontaneous production is complemented by a comprehension experiment, showing that children have two problems in the interpretation of these questions: (i) they do not understand that the cleft and só introduce a presupposition and (ii) they start with a default focus assignment strategy and may not access other focus interpretations.

Download or read book Designing Menus with DVD Studio Pro written by John Skidgel and published by Taylor & Francis. This book was released on 2012-11-12 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Compared to other technologies like the television, VCR, and even personal computer, the rapid pace of DVD adoption is unprecedented. This information-packed book offers thorough instruction on how to build appealing DVD menus using the DVD Studio Pro toolset, a sophisticated, professional-level DVD authoring tool from Apple. The book features real-world tutorial projects that demonstrate how to get fast, professional results, add Hollywood features to a DVD, and streamline production while maintaining a creative edge. It also shows how to create a wide variety of menu styles, automate image production, customize menus, construct seamless motion menus, and much more. Written by two graphic designers with years of experience designing interfaces, Designing Menus with DVD Studio Pro is an informative companion to a high-powered piece of software.

Download or read book Anaphora written by Yan Huang and published by Oxford University Press, USA. This book was released on 2000 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: (Publisher-supplied data) Yan Huang is Reader in Linguistics, Department of Linguistic Science, University of Reading.