In sharing lessons, anecdotes, and cautionary tales from his own experiences revamping assessment procedures in the classroom, Dueck offers a variety of practical strategies for ensuring that grades measure what students know without punishing them for factors outside their control; critically examining the fairness and effectiveness of grading homework assignments; designing and distributing unit plans that make assessment criteria crystal-clear to students; creating a flexible and modular retesting system so that students can improve their scores on individual sections of important tests.Grading Smarter, Not Harder is brimming with reproducible forms, templates, and real-life examples of grading solutions developed to allow students every opportunity to demonstrate their learning. Written with abundant humor and heart, this book is a must-read for all teachers who want their grades to contribute to, rather than hinder, their students' success.

    Each chapter is relatively self-contained and can be used as a unit of study. The algorithms are described in English and in a pseudocode designed to be readable by anyone who has done a little programming. The explanations have been kept elementary without sacrificing depth of coverage or mathematical rigor.

    It is the Second Coming and the Apocalypse at the same time: Good AI versus evil AI." --John BrockmanMore than sixty years ago, mathematician-philosopher Norbert Wiener published a book on the place of machines in society that ended with a warning: "we shall never receive the right answers to our questions unless we ask the right questions.... The hour is very late, and the choice of good and evil knocks at our door."In the wake of advances in unsupervised, self-improving machine learning, a small but influential community of thinkers is considering Wiener's words again. In Possible Minds, John Brockman gathers their disparate visions of where AI might be taking us.The fruit of the long history of Brockman's profound engagement with the most important scientific minds who have been thinking about AI--from Alison Gopnik and David Deutsch to Frank Wilczek and Stephen Wolfram--Possible Minds is an ideal introduction to the landscape of crucial issues AI presents. The collision between opposing perspectives is salutary and exhilarating; some of these figures, such as computer scientist Stuart Russell, Skype co-founder Jaan Tallinn, and physicist Max Tegmark, are deeply concerned with the threat of AI, including the existential one, while others, notably robotics entrepreneur Rodney Brooks, philosopher Daniel Dennett, and bestselling author Steven Pinker, have a very different view. Serious, searching and authoritative, Possible Minds lays out the intellectual landscape of one of the most important topics of our time.

    Feedback, compensation, coaching, promotion, and legal documentation are all covered, as well as a variety of new alternatives that produce better results for both managers and employees.

    You'll learn how to incorporate existing data sources into semantically aware applications and publish rich semantic data. Each chapter walks you through a single piece of semantic technology and explains how you can use it to solve real problems. Whether you're writing a simple mashup or maintaining a high-performance enterprise solution,Programming the Semantic Web provides a standard, flexible approach for integrating and future-proofing systems and data. This book will help you:Learn how the Semantic Web allows new and unexpected uses of data to emergeUnderstand how semantic technologies promote data portability with a simple, abstract model for knowledge representationBecome familiar with semantic standards, such as the Resource Description Framework (RDF) and the Web Ontology Language (OWL)Make use of semantic programming techniques to both enrich and simplify current web applications

    "Web Analytics 2.0" presents a new framework that will permanently change how you think about analytics. It provides specific recommendations for creating an actionable strategy, applying analytical techniques correctly, solving challenges such as measuring social media and multichannel campaigns, achieving optimal success by leveraging experimentation, and employing tactics for truly listening to your customers. The book will help your organization become more data driven while you become a super analysis ninja Note: CD-ROM/DVD and other supplementary materials are not included as part of eBook file.

    At her inner-city London school where more than eighty languages are spoken, she would sense urgent needs; mending uniforms, calling social services, shielding vulnerable teens from gangs. And she would tailor each class to its pupils, fiercely believing in the power of art to unlock trauma, or give a mute child the confidence to speak. Time and again, she would be proved right.So in 2018, when Andria won the million-dollar Global Teacher Prize, she knew exactly where the money would go: back into arts education for all. Because today, the UK government's cuts and curriculum changes are destroying the arts, while their refusal to tackle the most dangerous threats faced by children – cyber-bullying, gang violence, hunger and deprivation – puts teachers on the safeguarding frontline.Andria's story is a rallying wake-up call that shows what life is really like for schoolchildren today, and a moving insight into the extraordinary people shaping the next generation.

    During that week, you will learn almost everything modern machine learning has to offer. The author and other practitioners have spent years learning these concepts.Companion wiki — the book has a continuously updated wiki that extends some book chapters with additional information: Q&A, code snippets, further reading, tools, and other relevant resources.Flexible price and formats — choose from a variety of formats and price options: Kindle, hardcover, paperback, EPUB, PDF. If you buy an EPUB or a PDF, you decide the price you pay!Read first, buy later — download book chapters for free, read them and share with your friends and colleagues. Only if you liked the book or found it useful in your work, study or business, then buy it.

    Students of library and information studies, as well as all working public librarians, will find this the essential source for learning about the successful management and functioning of public libraries throughout the U.S. today. Kathleen McCook, one of the country's leading library educators, compares our library system to those of other nations, details the history of public libraries and information movements, and explains both differing state funding models and state library standards. Dr. McCook discusses the practical functioning of various library programs - information and referral services, discussion groups, genealogy services, and children's, youth, and seniors' programming. Issues of library administration and operation, especially in light of new technology, are explored. State and federal laws, political and educational outreach, and relations with associations and foundations are all discussed in detail.

    You’ll learn how to combine social web data, analysis techniques, and visualization to find what you’ve been looking for in the social haystack—as well as useful information you didn’t know existed.Each standalone chapter introduces techniques for mining data in different areas of the social Web, including blogs and email. All you need to get started is a programming background and a willingness to learn basic Python tools.Get a straightforward synopsis of the social web landscapeUse adaptable scripts on GitHub to harvest data from social network APIs such as Twitter, Facebook, LinkedIn, and Google+Learn how to employ easy-to-use Python tools to slice and dice the data you collectExplore social connections in microformats with the XHTML Friends NetworkApply advanced mining techniques such as TF-IDF, cosine similarity, collocation analysis, document summarization, and clique detectionBuild interactive visualizations with web technologies based upon HTML5 and JavaScript toolkits"A rich, compact, useful, practical introduction to a galaxy of tools, techniques, and theories for exploring structured and unstructured data." --Alex Martelli, Senior Staff Engineer, Google

    Judea Pearl presents a book ideal for beginners in statistics, providing a comprehensive introduction to the field of causality. Examples from classical statistics are presented throughout to demonstrate the need for causality in resolving decision-making dilemmas posed by data. Causal methods are also compared to traditional statistical methods, whilst questions are provided at the end of each section to aid student learning.

    This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own implementations. The book covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications.

    <br> <br><h2>DISCOVER: Launching and Pricing Strategies That Work in 2013</h2><br>Kindle publishing offers a rare opportunity to make money with your words. Simply write a good book and you'll tap into the world's largest online store. But it's not the utopian business model that some Internet gurus claim. You have to work hard and you have to constantly adapt your marketing strategies if you want to be successful. <br><br>One tactic in particular that doesn't work like it once did is the "free day promotion" that Amazon provides through the KDP Select program. In the past, you could give away a book and see an immediate bump in sales. Moreover, many authors were able to launch their book for free and see it climb the charts once it switched to paid. Unfortunately, recent changes to Amazon's algorithm has led to diminished success with this strategy. Some people are even saying, "KDP Select is dead."<br><br>The question is, if KDP Select no longer works, what can an author do to launch or increase sales? <br><br>A possible solution is the "$.99 pricing" strategy." Rather than giving away a book, some people market it at a discounted rate (usually $.99), which ultimately leads to lots of sales at a higher price. <br><br>These two choices leave many authors confused. Do the free days still work? Or should an author use the $.99 pricing strategy? In other words, is $.99 the new free? <br><br>With the booklet, "<b>Is $.99 the New Free</b>" you'll get a detailed case study of the launching and pricing techniques that <i>actually</i> drive sales on Amazon.com. <br><br><h2>INSIDE:: Is $.99 the New Free? - The Truth About Launching and Pricing Your Kindle Books</h2><br><br>Inside "<b>Is $.99 the New Free</b>" you'll get short and actionable content that answers the following questions:<br><ul><li><b>Why is it important to track your Kindle book sales?</b></li><br><li>What authors benefit best from offering free books through KDP Select?</li><br><li><b>Is it better to launch a book for free or sell it at $.99?</b></li><br><li>How does "visibility" work on Amazon?</li><br><li><b>How can you make a book permanently free on Amazon?</b></li><br><li>When should you move a book to other platforms?</li><br><li><b>How can you build an author platform?</b></li></ul><br>Kindle publishing is constantly evolving. What you need is a strategy guide to keep up with these changes. <br><br><h2>Would You Like To Know More?</h2><br>Download now and start getting results with the projects you delegate.<br><br>Scroll to the top of the page and select the <i>buy</i> button.

    Yet information graphics is rarely taught in schools or is the focus of on-the-job training. Now, for the first time, Dona M. Wong, a student of the information graphics pioneer Edward Tufte, makes this material available for all of us. In this book, you will learn:to choose the best chart that fits your data;the most effective way to communicate with decision makers when you have five minutes of their time;how to chart currency fluctuations that affect global business;how to use color effectively;how to make a graphic “colorful” even if only black and white are available.The book is organized in a series of mini-workshops backed up with illustrated examples, so not only will you learn what works and what doesn’t but also you can see the dos and don’ts for yourself. This is an invaluable reference work for students and professional in all fields.

    Here is a complete library of dimensional modeling techniques-- the most comprehensive collection ever written. Greatly expanded to cover both basic and advanced techniques for optimizing data warehouse design, this second edition to Ralph Kimball's classic guide is more than sixty percent updated.The authors begin with fundamental design recommendations and gradually progress step-by-step through increasingly complex scenarios. Clear-cut guidelines for designing dimensional models are illustrated using real-world data warehouse case studies drawn from a variety of business application areas and industries, including:* Retail sales and e-commerce* Inventory management* Procurement* Order management* Customer relationship management (CRM)* Human resources management* Accounting* Financial services* Telecommunications and utilities* Education* Transportation* Health care and insuranceBy the end of the book, you will have mastered the full range of powerful techniques for designing dimensional databases that are easy to understand and provide fast query response. You will also learn how to create an architected framework that integrates the distributed data warehouse using standardized dimensions and facts.This book is also available as part of the Kimball's Data Warehouse Toolkit Classics Box Set (ISBN: 9780470479575) with the following 3 books:The Data Warehouse Toolkit, 2nd Edition (9780471200246)The Data Warehouse Lifecycle Toolkit, 2nd Edition (9780470149775)The Data Warehouse ETL Toolkit (9780764567575)