Yet, ethical principles for working with data have been available for decades. The real issue today is how to put those principles into action. With this report, authors Mike Loukides, Hilary Mason, and DJ Patil examine practical ways for making ethical data standards part of your work every day. To help you consider all of possible ramifications of your work on data projects, this report includes: A sample checklist that you can adapt for your own procedures Five framing guidelines (the Five C’s) for building data products: consent, clarity, consistency, control, and consequences Suggestions for building ethics into your data-driven culture Now is the time to invest in a deliberate practice of data ethics, for better products, better teams, and better outcomes. Get a copy of this report and learn what it takes to do good data science today.

    Honeybees Make Honey; Mason Bees Make Food.

    But after being named the conference’s top defensive player his junior season, the budding star was sidelined by a persistent, debilitating pain in his left leg.After months of tests, Herzlich received a shocking diagnosis: He had Ewing’s sarcoma, a rare bone cancer. Doctors put his odds of survival as low as fifteen percent—and no one thought he would be able to run, much less play, again. Then Herzlich learned of a radical alternative treatment that would give him the best chance to regain his strength and maybe even play football again. He had a choice to make, one that would allow him the chance to return to the game he loved, but it came at the risk of his life.Herzlich relied on family, friends, faith, and deep wells of determination to help him through treatment, and his drastic plan worked. Not only could he run, but he was stronger than ever physically, and mentally ready to battle his way to a spot on an NFL roster. When he was passed over by all 32 teams in the draft, he dug deeper and continued his training, winning a spot in the Giants’ training camp, and eventually, on the team.Mark Herzlich fought a battle against cancer, against statistics, and some days against himself. Told with candor and raw emotion, this is a story for anyone who has ever fought to beat the odds, for anyone who has ever been told that what they are about to attempt is next to impossible.Herzlich’s story embodies powerful lessons about what can be achieved through persistence and belief, and he serves as living proof that overcoming the impossible is only the beginning.With a foreword by New York Giants head coach Tom Coughlin

    For millions, the Galápagos Islands represent nature at its most unspoiled, an inviolate place famed for its rare flora and fauna. But soon today’s 30,000 human residents could surpass 50,000. Add invasive species, floods of tourists, and unresolved conflicts between Ecuadorian laws and local concerns, and it’s easy to see why the Galápagos were recently added to UNESCO’s World Heritage in Danger list. Each chapter in this provocative, perceptive book focuses on a specific person or group with a stake in the Galápagos’ natural resources—from tour companies whose activities are often illegal and not always green, to creationist guides who lead tours with no mention of evolution, from fishermen up in arms over lobster quotas, to modern-day pirates who poach endangered marine species. Bassett presents a perspective as readable as it is sensible. Told with wit, passion, and grace, the Galápagos story serves as a miniature model of Earth itself, a perfect example of how an environment can be destroyed-- and what is being done to preserve these islands before it's too late.

    Packed with student examples, this detailed guide explains the unique features that make interactive notebooks more effective tools than conventional notebooks for science classrooms. This resource:Describes the nuts and bolts of implementing interactive notebooks, including execution, time management, and grading Uses the 5E Learning Cycle as the framework for science instruction Emphasizes the importance of writing in science and provides strategies for modeling effective writing Explores strategies to encourage collaborative student inquiry and foster whole-class discussions

    Former co-teacher and national presenter Anne Beninghof shares stories, and real-life co-taught lesson examples that emphasize creative yet time-efficient instructional strategies that lend themselves beautifully to the co-taught classroom. Teachers and instructional leaders at all levels and in a wide variety of content areas will find this book replete with valuable co-teaching guidance so that success is guaranteed.Offers tips for effective teaching strategies for every type of team teaching situation imaginable Includes guidelines for successful team-teaching with specialists in technology; literacy; occupational/physical therapy; special education; speech-language therapy; ELL; gifted The author is an internationally recognized consultant and trainer This user-friendly, comprehensive book is filled with concrete ideas teachers can implement immediately in the classroom to boost student learning and engagement.

    Now, more than ever before, our country needs to see full legalization of medical/recreational marijuana and hemp. Any way you look at it, for whoever is using it, marijuana is a medicinal plant, in abundant supply. Every month and every year that goes by, we find out more positive things about it. Medicinal marijuana has been demonized through the years but obviously this plant has a great deal of positive attributes, and it’s also a renewable resource. Being a cash crop, marijuana is bad for the pharmaceutical industry. Is Big Pharma pressuring the government to continue to deny sick people access? If so, that’s truly a crime against American citizens. And as Ventura writes: “Our government won’t do the right thing and legalize marijuana unless we the people demand it, because there are so many people within our government on the payroll, all thanks to the War on Drugs." Jesse Ventura’s Marijuana Manifesto calls for an end to the War on Drugs. Just because something is illegal, that doesn’t mean it goes away, it just means that criminals run it. Legalizing marijuana and marijuana dispensaries will serve to rejuvenate our pathetic economy, and just might make people a little happier. Ventura’s book will show us all how we can take our country back.

    Clear, concise language sets the record straight on a diverse range of topics as Lawrence Potter presents answers to fifty-seven questions about the world we live in, stretching from "What is jihad?" to "is fair trade a good thing?" and "Is there still a war in Chechnya?" . Important information including the latest research on environmental issues and the history behind current events worldwide is presented in enough detail to be useful without overwhelming readers with too much making for a balanced, informed reference guide.Also covering... What is the problem with plastic bags? What did Sadaam do to the Kurds? What is the difference between a sunni and a shia and is it possible that global warming is not taking place in a thoroughly updated new edition complete with a new chapter explaining the problem of Afghanistan

    This book is about making those encounters as compelling as we can make them." -Harvey "Smokey" Daniels and Steven ZemelmanWe are specialists to the bone-in science, math, social studies, art, music, business, and foreign language. But now, the Common Core and state standards require us to help our students better understand the distinctive texts in our subject areas. "Nobody's making us into reading teachers," write Smokey Daniels and Steve Zemelman, "but we must become teachers of disciplinary thinking through our students' reading."If this shift sounds like a tough one, Subjects Matter, Second Edition is your solution. Smokey and Steve, two of America's most popular educators, share exactly what you need to help students read your nonfiction content closely and strategically: 27 proven teaching strategies that help meet-and exceed-the standards how-to suggestions for engaging kids with content through wide, real-world reading a lively look at using "boring" textbooks motivating instruction that's powered by student collaboration specifics for helping struggling readers succeed.Subjects Matter, Second Edition enables deep, thoughtful learning for your students, while keeping the irreverent, inspiring heart that's made the first edition indispensable. You'll discover fresh and re-energized lessons, completely updated research, and vibrant vignettes from new colleagues and old friends who have as much passion for their subjects as you do."We'll be using methods particular to our fields as well as engaging reading materials that help students understand and remember our content better," write Smokey and Steve. "We can realize that vision of the light going on in kids' heads and maybe fill them with enthusiasm about the amazing subject matter that we have to offer. Sound good? Let's get to work." Read a sample chapter from Subjects Matter, Second Edition.

    Because of this balance, "Microbiology" is appropriate for microbiology majors and mixed majors courses. The new authors have focused on readability, artwork, and the integration of several key themes (including evolution, ecology and diversity) throughout the text, making an already superior text even better.

    The aim remains to provide a reference to the aspects of medical microbiology particularly important for clinical infections and chemotherapy. Geo. F. Brooks (U. of California, San Francisco), Jane

    Scott guides readers through the latest advances in stem cell research in clear, accessible language, telling the stories of the researchers who are exploring the potential of stem cells to cure cancer, grow new organs, and repair the immune system. He also leads readers through a discussion of the question at the heart of the explosive ethical debate: How, as a society, do we balance our responsibilities to the unborn and the sick? Stem Cell Now is essential reading for anyone who wants to build an informed opinion on stem cell research.

    At the same time as climate change has assumed this status, it has become a topic more likely to be included in a church sermon. Indeed, while once considered the concern of scientific institutions, climate change is now increasingly incorporated into faith-based initiatives with even Pope Francis weighing in, issuing an encyclical on the subject as explained in chapter 16 by Paul Driessen. There are those who believe Pope Francis, and admire another climate change exponent, Al Gore – who marketed An Inconvenient Truth with comment, ‘the fact of global warming is not in question’ and that ‘its consequences for the world we live in will be disastrous if left unchecked’. And then there are the die-hard sceptics who dare to doubt. Many claim that these climate sceptics and their support base have an undue political influence, successfully thwarting attempts to implement necessary public policy change. This book is a collection of chapters by so-called climate sceptics. Each writer was asked to write on an aspect of the topic in which they are considered to have some expertise. None of them deny that climate change is real, but instead, they point out how extremely complex the topic of Earth’s climate is, with some of the contributors also querying the, often generally accepted, solutions. As you will see, this is not a book with just one message, except perhaps that there is a need for more scrutiny of the data, and of our own prejudices. This book’s reason for being is to give pause for thought, and to throw some alternative ideas and considerations into the mix.

    Although Australia’s prompt, science-led response to COVID-19 has not been perfect, it has saved tens of thousands of lives. But for decades, governments have ignored, ridiculed or understated the advice of scientists on the climate emergency.Now, in the wake of the megafires of 2020, a time of reckoning has arrived. In The Climate Cure renowned climate scientist Tim Flannery takes aim at those responsible for the campaign of obfuscation and denial that has already cost so many Australian lives and held back action on climate change.Flannery demands a new approach, based on the nation’s response to COVID-19, that will lead to effective government policies. The Climate Cure is an action plan for our future. We face a fork in the road, and must decide now between catastrophe and survival.

    Jenkinson takes readers through Ruth's 1921 season, in which his pattern of battled balls would have accounted for more than 100 home runs in today's ballparks and under today's rules. Yet, 1921 is just tip of the iceberg, for Jenkinson's research reveals that during an era of mammoth field dimensions Ruth hit more 450-plus-feet shots than anybody in history, and the conclusions one can draw are mind boggling.