Learning To See Data

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Learning To See Data

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Author : Ben Jones
language : en
Publisher: Data Literacy Press
Release Date : 2020-12-15

Learning To See Data written by Ben Jones and has been published by Data Literacy Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-15 with Business & Economics categories.

This book is associated with the 'Data Literacy Level 1' on-demand online course: https://dataliteracy.com/courses/data-literacy-level-1 For most of us, it's rare to go a full day without coming across data in the form of a chart, map or dashboard. Graphical displays of data are all around us, from performance indicators at work to election trackers on the news to traffic maps on the road. But few of us have received training or instruction in how to actually read and interpret them. How many times have we been misled simply because we aren't aware of the pitfalls to avoid when interpreting data visualizations. Learning to See Data will teach you the different ways that data can be encoded in graphical form, and it will give you a deeper understanding of the way our human visual system interprets these encodings. You will also learn about the most common chart types, and the situations in which they are most appropriate. From basic bar charts to overused pie charts to helpful maps and many more, a wide array of chart types are covered in detail, and conventions, pitfalls, strengths and weaknesses of each of them are revealed. This book will help you develop fluency in the interpretation of charts, an ability that we all need to hone and perfect if we are to make meaningful contributions in the professional, public and personal arenas of life. The principles covered in it also serve as a critical background for anyone looking to create charts that others will be able to understand. "This book is clear and evocative, thorough and thoughtful, and remarkably readable: a marvelous launchpad into the world of data." –Tamara Munzner, Professor, University of British Columbia Computer Science "Everyone of us needs good data literacy skills to survive in the modern world. Without them, it's hard to succeed at work, or survive the onslaught of information (and misinformation) across all our media. Ben's book provides the necessary building blocks for a strong foundation. From that foundation, Ben's approach will inspire you to own the process of developing your skills further." –Andy Cotgreave, Technical Evangelism Director, Tableau

Learning To Read The Numbers

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Author : David J. Whitin
language : en
Publisher: Routledge
Release Date : 2010-09-13

Learning To Read The Numbers written by David J. Whitin and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-09-13 with Education categories.

Being a critical reader of numerical information is an integral part of being literate in today’s data-drenched world. Uniquely addressing both mathematics and language issues, this text shows how critical readers dig beneath the surface of data to better evaluate their usefulness and to understand how numbers are constructed by authors to portray a certain version of reality. Engaging, concise, and rich with examples and clear connections to classroom practice, it provides a framework of critical questions that children and teachers can pose to crack open authors’ intentions, expose their decisions, and make clear who are the winners and losers – questions that are essential for building democratic classrooms. Explaining and illustrating how K-8 teachers can engage students in developing the ability to be both critical composers and critical readers of texts, Learning to Read the Numbers is designed for teacher education courses across the areas of language arts, mathematics, and curriculum studies, and for elementary teachers, administrators, and literacy and mathematics coaches. Learning to Read the Numbers is a co-publication of The National Council of Teachers of English (www.ncte.org) and Routledge.

Learning Representation For Multi View Data Analysis

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Author : Zhengming Ding
language : en
Publisher: Springer
Release Date : 2018-12-06

Learning Representation For Multi View Data Analysis written by Zhengming Ding and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-12-06 with Computers categories.

This book equips readers to handle complex multi-view data representation, centered around several major visual applications, sharing many tips and insights through a unified learning framework. This framework is able to model most existing multi-view learning and domain adaptation, enriching readers’ understanding from their similarity, and differences based on data organization and problem settings, as well as the research goal. A comprehensive review exhaustively provides the key recent research on multi-view data analysis, i.e., multi-view clustering, multi-view classification, zero-shot learning, and domain adaption. More practical challenges in multi-view data analysis are discussed including incomplete, unbalanced and large-scale multi-view learning. Learning Representation for Multi-View Data Analysis covers a wide range of applications in the research fields of big data, human-centered computing, pattern recognition, digital marketing, web mining, and computer vision.

Data Science Quick Reference Manual Modeling And Machine Learning

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Author : Mario A. B. Capurso
language : en
Publisher: Mario Capurso
Release Date :

Data Science Quick Reference Manual Modeling And Machine Learning written by Mario A. B. Capurso and has been published by Mario Capurso this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.

This work follows the 2021 curriculum of the Association for Computing Machinery for specialists in Data Sciences, with the aim of producing a manual that collects notions in a simplified form, facilitating a personal training path starting from specialized skills in Computer Science or Mathematics or Statistics. It has a bibliography with links to quality material but freely usable for your own training and contextual practical exercises. Part of a series of books, it first summarizes the standard CRISP DM working methodology used in this work and in Data Science projects. Since this text uses Orange for the application aspects, it describes its installation and widgets. Then it considers the concept of model, its life cycle and the relationship with measures and metrics. The data modeling phase is considered from the point of view of machine learning by deepening the types of machine learning, the types of models, the types of problems and the types of algorithms. After considering the ideal characteristics of models and algorithms, a vocabulary of the types of models and algorithms is compiled and their use in Orange is considered through two supervised and unsupervised projects respectively. The text is accompanied by supporting material and you can download the samples in Orange and the test data.

Transforming Learning And Teaching

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Author : Barbara MacGilchrist
language : en
Publisher: SAGE
Release Date : 2005

Transforming Learning And Teaching written by Barbara MacGilchrist and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Education categories.

This book shows how a group of primary schools transformed their learning and teaching and how the focus on learning led to significant improvements.

The Relation Of Quickness Of Learning To Retentiveness

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Author : Darwin Oliver Lyon
language : en
Publisher:
Release Date : 1916

The Relation Of Quickness Of Learning To Retentiveness written by Darwin Oliver Lyon and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1916 with Memory categories.

A Tentative Analysis Of Learning To Read With A Study Of The Reading Ability Of College Freshmen

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Author : Roy L. Stockrahm
language : en
Publisher:
Release Date : 1927

A Tentative Analysis Of Learning To Read With A Study Of The Reading Ability Of College Freshmen written by Roy L. Stockrahm and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1927 with categories.

No Stress Tech Guide To Crystal Reports Xi For Beginners

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Author : Indera Murphy
language : en
Publisher: Tolana Publishing
Release Date : 2006-08

No Stress Tech Guide To Crystal Reports Xi For Beginners written by Indera Murphy and has been published by Tolana Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-08 with Business & Economics categories.

A self-paced visual guide to learning Crystal Reports, this workbook for beginners has easy-to-understand, step-by-step instructions and screen shots to show users how to complete the design technique.

Learning To Learn By Analogy

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Author : Eve Inzer
language : en
Publisher:
Release Date : 1972

Learning To Learn By Analogy written by Eve Inzer and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1972 with Analogy categories.

Software Digest Ratings Newsletter

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Author :
language : en
Publisher:
Release Date : 1985

Software Digest Ratings Newsletter written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1985 with Computer programs categories.