Book picks similar to
The Basics of Data Literacy: Helping Your Students (and You!) Make Sense of Data by Michael Bowen
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data-science
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Writing Pathways: Performance Assessments and Learning Progressions, Grades K-8
Lucy Calkins - 2014
-Lucy Calkins, Writing Pathways Lucy Calkins' groundbreaking performance assessments offer instructional tools to support continuous assessment, timely feedback, and clear goals tied to learning progressions that have been aligned with world-class standards. Originally published as part of the bestselling Units of Study in Opinion/Argument, Information, and Narrative Writing, grades K-8, Writing Pathways is ideal for writing workshop, but suitable for any writing instruction context or curriculum.This practical guide includes:Learning progressions for opinion/argument, information, and narrative writing, which map the specific benchmarks students will master for every grade levelOn-demand writing prompts that support schoolwide performance assessmentStudent checklists to help students set goals and integrate crucial self-assessment into their workRubrics to support individual teachers and professional learning communities as they evaluate mastery and plan instruction within and across grade levelsStudent writing samples that illustrate different ways students have exemplified standards and highlight essential features of each writing genreAnnotated exemplar pieces of writing on the same topic for every grade level that highlight the traits you can expect to see at each level of the learning progressions. Who needs Writing Pathways?Educators who are not yet ready to implement the full Units of Study curriculum can use Writing Pathways to get started with Lucy Calkins' proven approach to writing assessment and instruction. Coaches and administrators who are supporting implementation of Lucy Calkins' Units of Study will find Writing Pathways to be an ideal resource to guide their work. Who doesn't need Writing Pathways?The content in this stand-alone edition is the same as in the previous editions found in Lucy Calkins' Units of Study (K-5 and 6-8 are combined in this new edition). Teachers who have the Units of Study do not need this new edition. For more information, visit UnitsofStudy.com.
Moneyball: The Art of Winning an Unfair Game
Michael Lewis - 2003
Conventional wisdom long held that big name, highly athletic hitters and young pitchers with rocket arms were the ticket to success. But Beane and his staff, buoyed by massive amounts of carefully interpreted statistical data, believed that wins could be had by more affordable methods such as hitters with high on-base percentage and pitchers who get lots of ground outs. Given this information and a tight budget, Beane defied tradition and his own scouting department to build winning teams of young affordable players and inexpensive castoff veterans. Lewis was in the room with the A's top management as they spent the summer of 2002 adding and subtracting players and he provides outstanding play-by-play. In the June player draft, Beane acquired nearly every prospect he coveted (few of whom were coveted by other teams) and at the July trading deadline he engaged in a tense battle of nerves to acquire a lefty reliever. Besides being one of the most insider accounts ever written about baseball, Moneyball is populated with fascinating characters. We meet Jeremy Brown, an overweight college catcher who most teams project to be a 15th round draft pick (Beane takes him in the first). Sidearm pitcher Chad Bradford is plucked from the White Sox triple-A club to be a key set-up man and catcher Scott Hatteberg is rebuilt as a first baseman. But the most interesting character is Beane himself. A speedy athletic can't-miss prospect who somehow missed, Beane reinvents himself as a front-office guru, relying on players completely unlike, say, Billy Beane. Lewis, one of the top nonfiction writers of his era (Liar's Poker, The New New Thing), offers highly accessible explanations of baseball stats and his roadmap of Beane's economic approach makes Moneyball an appealing reading experience for business people and sports fans alike. --John Moe
Waiting for SUPERMAN: A Participant Media Guide
Karl Weber - 2010
The American public school system is in crisis, failing millions of students, producing as many drop-outs as graduates, and threatening our economic future. By 2020, the United States will have 123 million high-skill jobs to fill—and fewer than 50 million Americans qualified to fill them. Educators, parents, political leaders, business people, and concerned citizens are determined to save our educational system. Waiting for "Superman" offers powerful insights from some of those at the leading edge of educational innovation, including Bill and Melinda Gates, Michelle Rhee, Geoffrey Canada, and more. Waiting for "Superman" is an inspiring call for reform and includes special chapters that provide resources, ideas, and hands-on suggestions for improving the schools in your own community as well as throughout the nation. For parents, teachers, and concerned citizens alike, Waiting for "Superman" is an essential guide to the issues, challenges, and opportunities facing America’s schools.
The Daily Five
Gail Boushey - 2006
Based on literacy learning and motivation research, they created a structure called The Daily Five which has been practiced and refined in their own classrooms for ten years, and shared with thousands of teachers throughout the United States. The Daily Five is a series of literacy tasks (reading to self, reading with someone, writing, word work, and listening to reading) which students complete daily while the teacher meets with small groups or confers with individuals.This book not only explains the philosophy behind the structure, but shows you how to carefully and systematically train your students to participate in each of the five components.Explicit modeling practice, reflecting and refining take place during the launching phase, preparing the foundation for a year of meaningful content instruction tailored to meet the needs of each child.The Daily Five is more than a management system or a curriculum framework; it is a structure that will help students develop the habits that lead to a lifetime of independent literacy.
Probabilistic Graphical Models: Principles and Techniques
Daphne Koller - 2009
The framework of probabilistic graphical models, presented in this book, provides a general approach for this task. The approach is model-based, allowing interpretable models to be constructed and then manipulated by reasoning algorithms. These models can also be learned automatically from data, allowing the approach to be used in cases where manually constructing a model is difficult or even impossible. Because uncertainty is an inescapable aspect of most real-world applications, the book focuses on probabilistic models, which make the uncertainty explicit and provide models that are more faithful to reality.Probabilistic Graphical Models discusses a variety of models, spanning Bayesian networks, undirected Markov networks, discrete and continuous models, and extensions to deal with dynamical systems and relational data. For each class of models, the text describes the three fundamental cornerstones: representation, inference, and learning, presenting both basic concepts and advanced techniques. Finally, the book considers the use of the proposed framework for causal reasoning and decision making under uncertainty. The main text in each chapter provides the detailed technical development of the key ideas. Most chapters also include boxes with additional material: skill boxes, which describe techniques; case study boxes, which discuss empirical cases related to the approach described in the text, including applications in computer vision, robotics, natural language understanding, and computational biology; and concept boxes, which present significant concepts drawn from the material in the chapter. Instructors (and readers) can group chapters in various combinations, from core topics to more technically advanced material, to suit their particular needs.
When Teaching Gets Tough: Smart Ways to Reclaim Your Game
Allen N. Mendler - 2012
Veteran educator Allen Mendler organizes the discussion around four core challenges:Managing difficult students.Working with unappreciative and irritating adults.Making the best of an imperfect environment.Finding time to take top-notch care of yourself.When Teaching Gets Tough is there when you need help to reclaim and sustain your energy and enthusiasm for teaching. Written with a deep understanding of the issues that teachers face every day, the book also includes sections for administrators who want to help teachers stay at the top of their game.
Infinite Powers: How Calculus Reveals the Secrets of the Universe
Steven H. Strogatz - 2019
We wouldn’t have unraveled DNA or discovered Neptune or figured out how to put 5,000 songs in your pocket. Though many of us were scared away from this essential, engrossing subject in high school and college, Steven Strogatz’s brilliantly creative, down‑to‑earth history shows that calculus is not about complexity; it’s about simplicity. It harnesses an unreal number—infinity—to tackle real‑world problems, breaking them down into easier ones and then reassembling the answers into solutions that feel miraculous. Infinite Powers recounts how calculus tantalized and thrilled its inventors, starting with its first glimmers in ancient Greece and bringing us right up to the discovery of gravitational waves (a phenomenon predicted by calculus). Strogatz reveals how this form of math rose to the challenges of each age: how to determine the area of a circle with only sand and a stick; how to explain why Mars goes “backwards” sometimes; how to make electricity with magnets; how to ensure your rocket doesn’t miss the moon; how to turn the tide in the fight against AIDS. As Strogatz proves, calculus is truly the language of the universe. By unveiling the principles of that language, Infinite Powers makes us marvel at the world anew.
Too Big to Ignore: The Business Case for Big Data
Phil Simon - 2013
Progressive Insurance tracks real-time customer driving patterns and uses that information to offer rates truly commensurate with individual safety. Google accurately predicts local flu outbreaks based upon thousands of user search queries. Amazon provides remarkably insightful, relevant, and timely product recommendations to its hundreds of millions of customers. Quantcast lets companies target precise audiences and key demographics throughout the Web. NASA runs contests via gamification site TopCoder, awarding prizes to those with the most innovative and cost-effective solutions to its problems. Explorys offers penetrating and previously unknown insights into healthcare behavior.How do these organizations and municipalities do it? Technology is certainly a big part, but in each case the answer lies deeper than that. Individuals at these organizations have realized that they don't have to be Nate Silver to reap massive benefits from today's new and emerging types of data. And each of these organizations has embraced Big Data, allowing them to make astute and otherwise impossible observations, actions, and predictions.It's time to start thinking big.In Too Big to Ignore, recognized technology expert and award-winning author Phil Simon explores an unassailably important trend: Big Data, the massive amounts, new types, and multifaceted sources of information streaming at us faster than ever. Never before have we seen data with the volume, velocity, and variety of today. Big Data is no temporary blip of fad. In fact, it is only going to intensify in the coming years, and its ramifications for the future of business are impossible to overstate.Too Big to Ignore explains why Big Data is a big deal. Simon provides commonsense, jargon-free advice for people and organizations looking to understand and leverage Big Data. Rife with case studies, examples, analysis, and quotes from real-world Big Data practitioners, the book is required reading for chief executives, company owners, industry leaders, and business professionals.
The Theory That Would Not Die: How Bayes' Rule Cracked the Enigma Code, Hunted Down Russian Submarines, and Emerged Triumphant from Two Centuries of Controversy
Sharon Bertsch McGrayne - 2011
To its adherents, it is an elegant statement about learning from experience. To its opponents, it is subjectivity run amok.In the first-ever account of Bayes' rule for general readers, Sharon Bertsch McGrayne explores this controversial theorem and the human obsessions surrounding it. She traces its discovery by an amateur mathematician in the 1740s through its development into roughly its modern form by French scientist Pierre Simon Laplace. She reveals why respected statisticians rendered it professionally taboo for 150 years—at the same time that practitioners relied on it to solve crises involving great uncertainty and scanty information (Alan Turing's role in breaking Germany's Enigma code during World War II), and explains how the advent of off-the-shelf computer technology in the 1980s proved to be a game-changer. Today, Bayes' rule is used everywhere from DNA de-coding to Homeland Security.Drawing on primary source material and interviews with statisticians and other scientists, The Theory That Would Not Die is the riveting account of how a seemingly simple theorem ignited one of the greatest controversies of all time.
The College Fear Factor: How Students And Professors Misunderstand One Another
Rebecca D. Cox - 2009
Eye-opening even for experienced faculty and administrators, this book reveals how the traditional college culture can actually pose obstacles to students' success, and suggests strategies for effectively explaining academic expectations.
Machine Learning for Hackers
Drew Conway - 2012
Authors Drew Conway and John Myles White help you understand machine learning and statistics tools through a series of hands-on case studies, instead of a traditional math-heavy presentation.Each chapter focuses on a specific problem in machine learning, such as classification, prediction, optimization, and recommendation. Using the R programming language, you'll learn how to analyze sample datasets and write simple machine learning algorithms. "Machine Learning for Hackers" is ideal for programmers from any background, including business, government, and academic research.Develop a naive Bayesian classifier to determine if an email is spam, based only on its textUse linear regression to predict the number of page views for the top 1,000 websitesLearn optimization techniques by attempting to break a simple letter cipherCompare and contrast U.S. Senators statistically, based on their voting recordsBuild a "whom to follow" recommendation system from Twitter data
Making Every English Lesson Count: Six principles to support great reading and writing (Making Every Lesson Count)
Andy Tharby - 2017
Combining robust evidence from a range of fields with the practical wisdom of experienced, effective classroom teachers, this is a must-read for trainee and experienced teachers wishing to enhance their skills in teaching English.
Reading in the Wild
Donalyn Miller - 2013
Based on survey responses from over 900 adult readers and classroom feedback, Reading in the Wild offers solid advice and strategies on how to develop, encourage and assess key lifelong reading habits, including dedicating time for reading, planning for future reading, and defining oneself as a reader.Includes advice for supporting the love of reading by explicitly teaching lifelong reading habits. Contains accessible strategies, ideas, tips, lesson plans and management tools along with lists of recommended books co-published with Editorial Projects in Education, publisher of "Education Week" and "Teacher Magazine"Packed with ideas for helping students choose their own reading material, respond to text, and build capacity for lifelong reading.
WordPress Websites Step-by-Step - The Complete Beginner's Guide to Building a Website or Blog With WordPress
Caimin Jones - 2013
You won't need to learn any web programming or turn yourself into a computer geek.What is WordPress?WordPress is a powerful publishing tool that's the single most popular way of publishing websites and blogs. It's used by Fortune 500 companies, startups, small businesses, bloggers and non-profits alike to build a professional presence on the web.Because WordPress lets you add and edit content through a web-based admin area, it's easier to use then you might imagine. In fact, you can build a great-looking site without being a web designer or computer geek. You can edit your website design as much as you like and add new features with a few clicks of the mouse, or you can use the default design for an equally professional-looking site.In plain English, this step-by-step book, written by a WordPress expert, helps you buy a domain name, get web hosting and set up WordPress so you can make a beautiful website or blog.Clear explanations and over 55 images of the admin screens and tools mean you can see exactly how to do all this.What you'll learn in WordPress Step-by-Step*How to choose a great domain name and get professional, reliable hosting * How to install WordPress in a few mouse clicks* How to publish posts and pages with correctly formatted text* How to give your website a professional touch by using images and videos* How to customize the design of your site without needing to be a programmer* How to extend your site even further with "plugins" * How to structure your site so you'll get found by Google* How to keep your website secure * How to solve the most common WordPress problems...and more.There's also a free bonus chapter on getting the first visitors to your site.Plus, the book is packed with links to additional resources and free design themes and plugins to help you build a website on a budget.By the time you've read the book you'll have a unique, professional and easy-to-use website to be proud of - and you'll have created it yourself!Important: This book is currently the most up-to-date WordPress book available on Amazon. Some of the older WordPress books were published more than a year ago - a lot has changed since then. This guide describes how to use the latest version of WordPress (3.5).Whether you want to build a simple website for your company or organization, make money with a blog or a full online store, this non-geek guide will get you online quickly.