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Author: Bruce Gilchrist
Publisher: Black Dog Pub Limited
ISBN: 9781908966124
Category : Art
Languages : en
Pages : 95
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Book Description
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).
Author: Bruce Gilchrist
Publisher: Black Dog Pub Limited
ISBN: 9781908966124
Category : Art
Languages : en
Pages : 95
Get Book Here
Book Description
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).
Author: Gwendolyn Stripling
Publisher: "O'Reilly Media, Inc."
ISBN: 1098146786
Category : Computers
Languages : en
Pages : 347
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Book Description
Take a data-first and use-case–driven approach with Low-Code AI to understand machine learning and deep learning concepts. This hands-on guide presents three problem-focused ways to learn no-code ML using AutoML, low-code using BigQuery ML, and custom code using scikit-learn and Keras. In each case, you'll learn key ML concepts by using real-world datasets with realistic problems. Business and data analysts get a project-based introduction to ML/AI using a detailed, data-driven approach: loading and analyzing data; feeding data into an ML model; building, training, and testing; and deploying the model into production. Authors Michael Abel and Gwendolyn Stripling show you how to build machine learning models for retail, healthcare, financial services, energy, and telecommunications. You'll learn how to: Distinguish between structured and unstructured data and the challenges they present Visualize and analyze data Preprocess data for input into a machine learning model Differentiate between the regression and classification supervised learning models Compare different ML model types and architectures, from no code to low code to custom training Design, implement, and tune ML models Export data to a GitHub repository for data management and governance
Author: Ana Lúcia Santos
Publisher: John Benjamins Publishing
ISBN: 9027253099
Category : Language Arts & Disciplines
Languages : en
Pages : 314
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Book Description
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.
Author: Edmund C. Arranga
Publisher: Cambridge University Press
ISBN: 9780132611404
Category : Computers
Languages : en
Pages : 532
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Book Description
Walks COBOL users through the next phase of COBOL: Object-Oriented COBOL. Teaches how to integrate COBOL with object-oriented methodologies.
Author: Rick Miller
Publisher: Pulp Free Press
ISBN: 1932504117
Category : Computers
Languages : en
Pages : 946
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Book Description
Supercharge your creative energy by recognizing and utilizing the power of the "flow" Learn a development cycle you can actually use at work Comprehensive programming project walk-through shows you how to apply the development cycle Project Approach Strategy helps you maintain programming project momentum C# Student Survival Guide helps you tackle any project thrown at you Apply real world programming techniques to produce professional code In-depth coverage of arrays eliminates their mystery Create complex GUIs using System.Windows.Forms components Learn the secrets of thread programming to create multithreaded applications Master the complexities of generic collections and learn how to create generic methods Discover three object-oriented design principles that will greatly improve your software architectures Learn how to design with inheritance and composition to create flexible and reliable software Create well-behaved objects that can be used predictably and reliably in C# .Net applications Learn how to use MSBuild to manage large programming projects Create multitiered database applications with the help of Microsoft's Enterprise Library Master the use of the singleton, factory, model-view-controller, and command software design patterns Reinforce your learning with the help of chapter learning objectives, skill-building exercises, suggested projects, and self-test questions Packed with numerous tables, lots of pictures, and tons of code examples - over 7500 lines of code All code examples were compiled, executed, and tested before being used in the book to ensure quality And much, much, more...!
Author: Wes McKinney
Publisher: "O'Reilly Media, Inc."
ISBN: 1491957638
Category : Computers
Languages : en
Pages : 547
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Book Description
Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second 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, IPython, 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 IPython shell and Jupyter notebook for exploratory computing Learn basic and advanced features in NumPy (Numerical Python) 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
Author: James E. McDonough
Publisher: Apress
ISBN: 1484228383
Category : Computers
Languages : en
Pages : 366
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Book Description
Conquer your fear and anxiety learning how the concepts behind object-oriented design apply to the ABAP programming environment. Through simple examples and metaphors this book demystifies the object-oriented programming model. Object-Oriented Design with ABAP presents a bridge from the familiar procedural style of ABAP to the unfamiliar object-oriented style, taking you by the hand and leading you through the difficulties associated with learning these concepts, covering not only the nuances of using object-oriented principles in ABAP software design but also revealing the reasons why these concepts have become embraced throughout the software development industry. More than simply knowing how to use various object-oriented techniques, you'll also be able to determine whether a technique is applicable to the task the software addresses. This book: div Shows how object-oriented principles apply to ABAP program design Provides the basics for creating component design diagrams Teaches how to incorporate design patterns in ABAP programs What You’ll Learn Write ABAP code using the object-oriented model as comfortably and easily as using the procedural model Create ABAP design diagrams based on the Unified Modeling Language Implement object-oriented design patterns into ABAP programs Reap the benefits of spending less time designing and maintaining ABAP programs Recognize those situations where design patterns can be most helpful Avoid long and exhausting searches for the cause of bugs in ABAP programs Who This Book Is For Experienced ABAP programmers who remain unfamiliar with the design potential presented by the object-oriented aspect of the language
Author: Ana Teresa Pérez-Leroux
Publisher: Springer Science & Business Media
ISBN: 9401002916
Category : Language Arts & Disciplines
Languages : en
Pages : 286
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Book Description
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.
Author: Di Wu
Publisher: CRC Press
ISBN: 1040010385
Category : Computers
Languages : en
Pages : 415
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Book Description
Data is everywhere and it’s growing at an unprecedented rate. But making sense of all that data is a challenge. Data Mining is the process of discovering patterns and knowledge from large data sets, and Data Mining with Python focuses on the hands-on approach to learning Data Mining. It showcases how to use Python Packages to fulfill the Data Mining pipeline, which is to collect, integrate, manipulate, clean, process, organize, and analyze data for knowledge. The contents are organized based on the Data Mining pipeline, so readers can naturally progress step by step through the process. Topics, methods, and tools are explained in three aspects: “What it is” as a theoretical background, “why we need it” as an application orientation, and “how we do it” as a case study. This book is designed to give students, data scientists, and business analysts an understanding of Data Mining concepts in an applicable way. Through interactive tutorials that can be run, modified, and used for a more comprehensive learning experience, this book will help its readers to gain practical skills to implement Data Mining techniques in their work.
Author: Tahera Firdose
Publisher: Orange Education Pvt Ltd
ISBN: 8197256241
Category : Computers
Languages : en
Pages : 384
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Book Description
TAGLINE Unlock the power of Data Manipulation with Pandas. KEY FEATURES ● Master Pandas from basics to advanced and its data manipulation techniques. ● Visualize data effectively with Matplotlib and explore data efficiently. ● Learn through hands-on examples and practical real-world use cases. DESCRIPTION Unlock the power of Pandas, the essential Python library for data analysis and manipulation. This comprehensive guide takes you from the basics to advanced techniques, ensuring you master every aspect of pandas. You'll start with an introduction to pandas and data analysis, followed by in-depth explorations of pandas Series and DataFrame, the core data structures. Learn essential skills for data cleaning and filtering, and master grouping and aggregation techniques to summarize and analyze your data sets effectively. Discover how to reshape and pivot data, join and merge multiple datasets, and handle time series analysis. Enhance your data analysis with compelling visualizations using Matplotlib, and apply your knowledge in a real-world scenario by analyzing bank customer churn. Through hands-on examples and practical use cases, this book equips you with the tools to clean, filter, aggregate, reshape, merge, and visualize data effectively, transforming it into actionable insights. WHAT WILL YOU LEARN ● Wrangle data efficiently using Pandas' cleaning, filtering, and transformation techniques. ● Unlock hidden patterns with advanced grouping, joining, and merging operations. ● Master time series analysis with Pandas to extract valuable insights from your data. ● Apply Pandas to real-world scenarios like customer churn analysis and financial modeling. ● Unleash the power of data visualization with Matplotlib and craft compelling charts and graphs. ● Enhance your workflow with essential Pandas optimizations and performance tips. WHO IS THIS BOOK FOR? This book is ideal for aspiring data scientists, analysts, and Python enthusiasts looking to enhance their data manipulation skills using Pandas. Familiarity with Python programming basics and a basic understanding of data structures will greatly benefit readers as they delve into the concepts presented in this book. TABLE OF CONTENTS 1. Introduction to Pandas and Data Analysis 2. Pandas Series 3. Pandas DataFrame 4. Data Cleaning with Pandas 5. Data Filtering with Pandas 6. Grouping and Aggregating Data 7. Reshaping and Pivoting in Pandas 8. Joining and Merging Data in Pandas 9. Introduction to Time Series Analysis in Pandas 10. Visualization Using Matplotlib 11. Analyzing Bank Customer Churn Using Pandas Index
