It happens when proven teaching strategies intersect with technology tools, and yet it’s not uncommon for teachers to use a tool because it’s “fun” or because the developer promises it will help students learn.  Learning First, Technology Second offers teachers the professional learning they need to move from arbitrary uses of technology in their classrooms to thoughtful ways of adding value to student learning.   This book includes:  An introduction to the Triple E Framework that helps teachers engage students in time-on-task learning, enhance learning experiences beyond traditional means and extend learning opportunities to bridge classroom learning with students’ everyday lives.Effective strategies for using technology to create authentic learning experiences for their students.Case studies to guide appropriate tech integration.A lesson planning template to show teachers how to effectively frame technology choices and apply them in instruction.

    Information accessibility grows while attention spans shrink. Media is king and yet teachers are expected to effectively harness it for learning while also managing the distractions technology tools bring. Keeping up with the times while keeping time-wasters and senseless screen staring down is new and difficult territory for the most seasoned educator.Don't fear the devices! In the willing teacher's hands, this is a new and welcome age to harness for exponential learning. It is a frontier where technology equipped teachers learn alongside students and utilize current tools to maximize collaboration, creativity, and communication in relevant ways. Classroom Management in the Digital Age guides and supports established and transitioning device-rich classrooms, providing practical strategy to novice and expert educators K-12. Update your own operating system for the digital age by Getting attention from those device focused facesEstablishing procedures for daily class routines that harness the power of technology toolsCultivating a culture of student ownership and responsibilityDeveloping routines that increase on-task behavior and lessen teacher anxietyCommunicating with parents on best practices and consistent school to home behaviorsDecreasing distraction with simple, helpful tipsLetting go of being the expert and taking charge by partnering in learningClassroom Management in the Digital Age offers teachers competency and confidence. If you have devices in your classroom already or if you're moving towards implementing tablets, iPads, Chromebooks, or any other device, Classroom Management in the Digital Age will partner with you in creating relevant classrooms where learning rules.

    Increasingly, the decisions that affect our lives--where we go to school, whether we can get a job or a loan, how much we pay for health insurance--are being made not by humans, but by machines. In theory, this should lead to greater fairness: Everyone is judged according to the same rules.But as mathematician and data scientist Cathy O'Neil reveals, the mathematical models being used today are unregulated and uncontestable, even when they're wrong. Most troubling, they reinforce discrimination--propping up the lucky, punishing the downtrodden, and undermining our democracy in the process.

    It is the only behaviour over which we have enough control. Creating a seismic shift in behaviour across a school requires adult behaviour to be adjusted with absolute consistency. This creates a stable platform on which each school can build its authentic practice. It will result in shifts in daily routines, in how to deal with the angriest learners, in restorative practice and in how we appreciate exceptional behaviour. The book is peppered with case studies from schools across five continents, from the most challenging urban schools to the most privileged schools in the world. This is exceptional behaviour management and leading-edge practice. The approach is practical, transformative and rippling with respect for staff and learners.

    The authors acknowledge both the structural and sociological issues that contribute to low-performing schools and offer multiple tools and strategies to assess and improve classroom management, increase literacy, establish academic vocabulary, and contribute to a healthier school culture.

    Beginning with an introduction to array formulas, this manual examines topics such as how they differ from ordinary formulas, the benefits and drawbacks of their use, functions that can and cannot handle array calculations, and array constants and functions. Among the practical applications surveyed include how to extract data from tables and unique lists, how to get results that match any criteria, and how to utilize various methods for unique counts. This book contains 529 screen shots.

    Major retailers are predicting everything from when their customers are pregnant to when they want a new pair of Chuck Taylors. It's a brave new world where seemingly meaningless data can be transformed into valuable insight to drive smart business decisions.But how does one exactly do data science? Do you have to hire one of these priests of the dark arts, the "data scientist," to extract this gold from your data? Nope.Data science is little more than using straight-forward steps to process raw data into actionable insight. And in Data Smart, author and data scientist John Foreman will show you how that's done within the familiar environment of a spreadsheet. Why a spreadsheet? It's comfortable! You get to look at the data every step of the way, building confidence as you learn the tricks of the trade. Plus, spreadsheets are a vendor-neutral place to learn data science without the hype. But don't let the Excel sheets fool you. This is a book for those serious about learning the analytic techniques, the math and the magic, behind big data.Each chapter will cover a different technique in a spreadsheet so you can follow along: - Mathematical optimization, including non-linear programming and genetic algorithms- Clustering via k-means, spherical k-means, and graph modularity- Data mining in graphs, such as outlier detection- Supervised AI through logistic regression, ensemble models, and bag-of-words models- Forecasting, seasonal adjustments, and prediction intervals through monte carlo simulation- Moving from spreadsheets into the R programming languageYou get your hands dirty as you work alongside John through each technique. But never fear, the topics are readily applicable and the author laces humor throughout. You'll even learn what a dead squirrel has to do with optimization modeling, which you no doubt are dying to know.

    He solidified his standing as the nation's foremost political forecaster with his near perfect prediction of the 2012 election. Silver is the founder and editor in chief of FiveThirtyEight.com. Drawing on his own groundbreaking work, Silver examines the world of prediction, investigating how we can distinguish a true signal from a universe of noisy data. Most predictions fail, often at great cost to society, because most of us have a poor understanding of probability and uncertainty. Both experts and laypeople mistake more confident predictions for more accurate ones. But overconfidence is often the reason for failure. If our appreciation of uncertainty improves, our predictions can get better too. This is the "prediction paradox": The more humility we have about our ability to make predictions, the more successful we can be in planning for the future.In keeping with his own aim to seek truth from data, Silver visits the most successful forecasters in a range of areas, from hurricanes to baseball, from the poker table to the stock market, from Capitol Hill to the NBA. He explains and evaluates how these forecasters think and what bonds they share. What lies behind their success? Are they good-or just lucky? What patterns have they unraveled? And are their forecasts really right? He explores unanticipated commonalities and exposes unexpected juxtapositions. And sometimes, it is not so much how good a prediction is in an absolute sense that matters but how good it is relative to the competition. In other cases, prediction is still a very rudimentary-and dangerous-science.Silver observes that the most accurate forecasters tend to have a superior command of probability, and they tend to be both humble and hardworking. They distinguish the predictable from the unpredictable, and they notice a thousand little details that lead them closer to the truth. Because of their appreciation of probability, they can distinguish the signal from the noise.

    In Data Points: Visualization That Means Something, author Nathan Yau presents an intriguing complement to his bestseller Visualize This, this time focusing on the graphics side of data analysis. Using examples from art, design, business, statistics, cartography, and online media, he explores both standard-and not so standard-concepts and ideas about illustrating data.Shares intriguing ideas from Nathan Yau, author of Visualize This and creator of flowingdata.com, with over 66,000 subscribers Focuses on visualization, data graphics that help viewers see trends and patterns they might not otherwise see in a table Includes examples from the author's own illustrations, as well as from professionals in statistics, art, design, business, computer science, cartography, and more Examines standard rules across all visualization applications, then explores when and where you can break those rules Create visualizations that register at all levels, with Data Points: Visualization That Means Something.

    Here is a brief overview of each part: Part 1, Seeing the Big Picture Connections First, defines curriculum in terms of rigor, provides the background of this model, connects curriculum design to the big picture of standards, assessments, instruction, and data practices, previews the step-by-step design sequence, and introduces end-of-chapter reader assignments. Part 2, Building the Foundation for Designing Curricular Units, explains the five steps that must first be taken to lay the foundation upon which to build the curricular units of study, and provides explicit guidelines for applying each step. Part 3, Designing the Curricular Unit of Study From Start to Finish, gives the nuts and bolts directions for designing a rigorous curricular unit of study, from beginning to end, and concludes with an overview of how to implement the unit in the classroom or instructional program. Formatively assessing students along the way, educators analyze resulting student data to diagnose student learning needs and then adjust ongoing instruction accordingly. Part 4, Organizing, Monitoring, and Sustaining Implementation Efforts, addresses the role of administrators in beginning and continuing the work of implementation. These final three chapters provide first-person narra - tives and advice to administrators from administrators who have personally led the implementation and sustainability efforts of curriculum redesign and related practices within their own school systems. I have endeavored to pull together all of the elements necessary for designing a rigorous curriculum, to position these elements in a sequential order, and to provide a step-by-step approach for constructing each one. My hope is that this road map will not only show you the way to design your own curriculum, but also allow you the flexibility of customizing it to fit your own purpose and needs. As with the realization of any lofty vision, it will take a great deal of time, thought, energy, and collaboration to create and revise a single curriculum, let alone multiple curricula. The best advice I can offer is to regard whatever you produce as a continual work in progress, to be accomplished over one, two, or three years, or even longer. As my friend and colleague Robert Kuklis points out, curriculum designers shape and modify the process as they move through it. It is important that they know this is not a rigid, prescriptive procedure, but rather an opportunity for learning, adapting, and improving. This preserves fidelity to the process, encourages flexibility, and promotes local ownership. Whenever people s spirits need lifting because the work seems so demanding, remind everyone that it is a process, not a one-time event. You are creating something truly significant a comprehensive body of work that is going to serve your educators, students, and parents for years to come!"

    Learn about the components of a BI architecture, how to choose the appropriate tools and technologies, and how to roll out a BI strategy throughout the organisation.

    That’s a mistake, Tim Harford says in The Data Detective. We shouldn’t be suspicious of statistics—we need to understand what they mean and how they can improve our lives: they are, at heart, human behavior seen through the prism of numbers and are often “the only way of grasping much of what is going on around us.” If we can toss aside our fears and learn to approach them clearly—understanding how our own preconceptions lead us astray—statistics can point to ways we can live better and work smarter.As “perhaps the best popular economics writer in the world” (New Statesman), Tim Harford is an expert at taking complicated ideas and untangling them for millions of readers. In The Data Detective, he uses new research in science and psychology to set out ten strategies for using statistics to erase our biases and replace them with new ideas that use virtues like patience, curiosity, and good sense to better understand ourselves and the world. As a result, The Data Detective is a big-idea book about statistics and human behavior that is fresh, unexpected, and insightful.

    . . frequently and across the grades! The biggest issue? Most of our grades 4-12 students continue to make the same old errors year after year. Grammar Keepers to the rescue, with 101 lessons that help students internalize the conventions of correctness once and for all. Bernabei’s key ingredients include Daily journal writing to increase practice and provide an authentic context Minilessons and Interactive Dialogues that model how to make grammatical choices A “Keepers 101” sheet to track teaching and “Parts of Speech Sheet” for student reference

    You don't even have to be able to draw. Just put the child before the chart.Marjorie Martinelli and Kristine Mraz Listen to an interview with Marjorie and Kristi, the Chartchums, on Education Talk Radio.Commercially available charts leave you hanging? Want the secret to jump-off-the-wall charts that stick with kids? Trust Smarter Charts.Did you ever want to know:What do great charts look like? How many is too many? Where are the best places for them in my classroom? How long do I keep them? How do I know if they are working? Then you'll want to meet Marjorie Martinelli and Kristine Mraz, the Chartchums. They struggled with the same questions, and Smarter Charts shares not only the answers, but the best practices they've discovered as well. Amp up the power of your charts with tips on design and language, instructional use, and self-assessment. Even better, discover surprising strategies that deepen engagement, strengthen retention, and heighten independence-all by involving students in chart making.Packed with full-color sample charts from real classrooms, Smarter Charts shares simple, brain-based strategies proven to make your classroom an even more active, effective space for literacy instruction and classroom management.

    Darrell Huff runs the gamut of every popularly used type of statistic, probes such things as the sample study, the tabulation method, the interview technique, or the way the results are derived from the figures, and points up the countless number of dodges which are used to fool rather than to inform.