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Author: John W. Foreman
Publisher: John Wiley & Sons
ISBN: 1118839862
Category : Business & Economics
Languages : en
Pages : 432
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Book Description
Data Science gets thrown around in the press like it'smagic. Major retailers are predicting everything from when theircustomers are pregnant to when they want a new pair of ChuckTaylors. It's a brave new world where seemingly meaningless datacan be transformed into valuable insight to drive smart businessdecisions. But how does one exactly do data science? Do you have to hireone of these priests of the dark arts, the "data scientist," toextract this gold from your data? Nope. Data science is little more than using straight-forward steps toprocess raw data into actionable insight. And in DataSmart, author and data scientist John Foreman will show you howthat's done within the familiar environment of aspreadsheet. Why a spreadsheet? It's comfortable! You get to look at the dataevery step of the way, building confidence as you learn the tricksof the trade. Plus, spreadsheets are a vendor-neutral place tolearn data science without the hype. But don't let the Excel sheets fool you. This is a book forthose serious about learning the analytic techniques, the math andthe magic, behind big data. Each chapter will cover a different technique in aspreadsheet so you can follow along: Mathematical optimization, including non-linear programming andgenetic algorithms Clustering via k-means, spherical k-means, and graphmodularity Data mining in graphs, such as outlier detection Supervised AI through logistic regression, ensemble models, andbag-of-words models Forecasting, seasonal adjustments, and prediction intervalsthrough monte carlo simulation Moving from spreadsheets into the R programming language You get your hands dirty as you work alongside John through eachtechnique. But never fear, the topics are readily applicable andthe author laces humor throughout. You'll even learnwhat a dead squirrel has to do with optimization modeling, whichyou no doubt are dying to know.
Author: John W. Foreman
Publisher: John Wiley & Sons
ISBN: 1118839862
Category : Business & Economics
Languages : en
Pages : 432
Get Book Here
Book Description
Data Science gets thrown around in the press like it'smagic. Major retailers are predicting everything from when theircustomers are pregnant to when they want a new pair of ChuckTaylors. It's a brave new world where seemingly meaningless datacan be transformed into valuable insight to drive smart businessdecisions. But how does one exactly do data science? Do you have to hireone of these priests of the dark arts, the "data scientist," toextract this gold from your data? Nope. Data science is little more than using straight-forward steps toprocess raw data into actionable insight. And in DataSmart, author and data scientist John Foreman will show you howthat's done within the familiar environment of aspreadsheet. Why a spreadsheet? It's comfortable! You get to look at the dataevery step of the way, building confidence as you learn the tricksof the trade. Plus, spreadsheets are a vendor-neutral place tolearn data science without the hype. But don't let the Excel sheets fool you. This is a book forthose serious about learning the analytic techniques, the math andthe magic, behind big data. Each chapter will cover a different technique in aspreadsheet so you can follow along: Mathematical optimization, including non-linear programming andgenetic algorithms Clustering via k-means, spherical k-means, and graphmodularity Data mining in graphs, such as outlier detection Supervised AI through logistic regression, ensemble models, andbag-of-words models Forecasting, seasonal adjustments, and prediction intervalsthrough monte carlo simulation Moving from spreadsheets into the R programming language You get your hands dirty as you work alongside John through eachtechnique. But never fear, the topics are readily applicable andthe author laces humor throughout. You'll even learnwhat a dead squirrel has to do with optimization modeling, whichyou no doubt are dying to know.
Author: Anne Conzemius
Publisher: Solution Tree Press
ISBN: 193400992X
Category : Education
Languages : en
Pages : 251
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Book Description
Help staff focus on results, and implement SMART (Strategic and specific, Measurable, Attainable, Results based, and Time bound) goals to transform your school into a place where every student meets or exceeds standards. The authors present four success stories from real SMART schools and several frameworks for adult and student goal setting that lead to real results.
Author: Sönke Ahrens
Publisher: Sönke Ahrens
ISBN: 3982438810
Category : Self-Help
Languages : en
Pages : 212
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Book Description
This is the second, revised and expanded edition. The first edition was published under the slightly longer title "How to Take Smart Notes. One Simple Technique to Boost Writing, Learning and Thinking - for Students, Academics and Nonfiction Book Writers". The key to good and efficient writing lies in the intelligent organisation of ideas and notes. This book helps students, academics and other knowledge workers to get more done, write intelligent texts and learn for the long run. It teaches you how to take smart notes and ensure they bring you and your projects forward. The Take Smart Notes principle is based on established psychological insight and draws from a tried and tested note-taking technique: the Zettelkasten. This is the first comprehensive guide and description of this system in English, and not only does it explain how it works, but also why. It suits students and academics in the social sciences and humanities, nonfiction writers and others who are in the business of reading, thinking and writing. Instead of wasting your time searching for your notes, quotes or references, you can focus on what really counts: thinking, understanding and developing new ideas in writing. Dr. Sönke Ahrens is a writer and researcher in the field of education and social science. He is the author of the award-winning book “Experiment and Exploration: Forms of World Disclosure” (Springer). Since its first publication, How to Take Smart Notes has sold more than 100,000 copies and has been translated into seven languages.
Author: Ulcca Joshi Hansen
Publisher:
ISBN: 9781954920132
Category :
Languages : en
Pages : 314
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Book Description
Our Education System Is Failing Because It Is Doing Exactly What It Was Designed to Do! Our best efforts at modernizing education have failed to improve the lives of students or change society for the better. This is no accident: the current system is failing us because it ignores our deepest knowledge about how human beings thrive. Being "smart" today is still about sorting kids based on how well they absorb and retain knowledge. We need education to reflect a different set of values: interdependence, community, diversity, and deep, dynamic learning. We need it to align with human development, facilitate learning for different kinds of brains, and prepare young people for a changing society and evolving workplace. Blending history and science with stories from inside the system, The Future of Smart is a must-read for anyone concerned about the future of education. Dr. Hansen explains the disconnect between what we want for our children, and what education today provides. She shows how we can build an education system to nurture the unique, human capabilities of each child, and lay the groundwork for a more equitable, just and humane future.
Author: Kendall Haven
Publisher: Bloomsbury Publishing USA
ISBN:
Category : Language Arts & Disciplines
Languages : en
Pages : 186
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Book Description
This one-of-a-kind book reveals the secrets of a story's power to persuade, inspire, influence, and to teach. Our brains have been evolutionarily hardwired to think, to make sense, and to understand in simple—but hidden—story terms. You'll discover the Neural Story Net, the Make Sense Mandate, Motive Matching, and the Story Influence Line—and understand how these powerful concepts control listener/reader engagement, attention, and the impact your communications will exert. You'll learn that what reaches the conscious mind of your target audience is significantly different from what first reached their eyes and ears—and that you can control that internal, neural process. This easy to use guide is organized into four parts: the neuroscience of narrative; your story tools; how narratives exert influence (changing beliefs, attitudes, values, etc.); and the straightforward process of creating "Story Smart" stories.
Author: John R. Vacca
Publisher: Elsevier
ISBN: 012816817X
Category : Political Science
Languages : en
Pages : 820
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Book Description
Solving Urban Infrastructure Problems Using Smart City Technologies is the most complete guide for integrating next generation smart city technologies into the very foundation of urban areas worldwide, showing how to make urban areas more efficient, more sustainable, and safer. Smart cities are complex systems of systems that encompass all aspects of modern urban life. A key component of their success is creating an ecosystem of smart infrastructures that can work together to enable dynamic, real-time interactions between urban subsystems such as transportation, energy, healthcare, housing, food, entertainment, work, social interactions, and governance. Solving Urban Infrastructure Problems Using Smart City Technologies is a complete reference for building a holistic, system-level perspective on smart and sustainable cities, leveraging big data analytics and strategies for planning, zoning, and public policy. It offers in-depth coverage and practical solutions for how smart cities can utilize resident's intellectual and social capital, press environmental sustainability, increase personalization, mobility, and higher quality of life. - Brings together experts from academia, government and industry to offer state-of- the-art solutions for urban system problems, showing how smart technologies can be used to improve the lives of the billions of people living in cities across the globe - Demonstrates practical implementation solutions through real-life case studies - Enhances reader comprehension with learning aid such as hands-on exercises, questions and answers, checklists, chapter summaries, chapter review questions, exercise problems, and more
Author: Bernard Marr
Publisher: John Wiley & Sons
ISBN: 1118965787
Category : Business & Economics
Languages : en
Pages : 256
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Book Description
Convert the promise of big data into real world results There is so much buzz around big data. We all need to know what it is and how it works - that much is obvious. But is a basic understanding of the theory enough to hold your own in strategy meetings? Probably. But what will set you apart from the rest is actually knowing how to USE big data to get solid, real-world business results - and putting that in place to improve performance. Big Data will give you a clear understanding, blueprint, and step-by-step approach to building your own big data strategy. This is a well-needed practical introduction to actually putting the topic into practice. Illustrated with numerous real-world examples from a cross section of companies and organisations, Big Data will take you through the five steps of the SMART model: Start with Strategy, Measure Metrics and Data, Apply Analytics, Report Results, Transform. Discusses how companies need to clearly define what it is they need to know Outlines how companies can collect relevant data and measure the metrics that will help them answer their most important business questions Addresses how the results of big data analytics can be visualised and communicated to ensure key decisions-makers understand them Includes many high-profile case studies from the author's work with some of the world's best known brands
Author: Ben Green
Publisher: MIT Press
ISBN: 0262352257
Category : Political Science
Languages : en
Pages : 241
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Book Description
Why technology is not an end in itself, and how cities can be “smart enough,” using technology to promote democracy and equity. Smart cities, where technology is used to solve every problem, are hailed as futuristic urban utopias. We are promised that apps, algorithms, and artificial intelligence will relieve congestion, restore democracy, prevent crime, and improve public services. In The Smart Enough City, Ben Green warns against seeing the city only through the lens of technology; taking an exclusively technical view of urban life will lead to cities that appear smart but under the surface are rife with injustice and inequality. He proposes instead that cities strive to be “smart enough”: to embrace technology as a powerful tool when used in conjunction with other forms of social change—but not to value technology as an end in itself. In a technology-centric smart city, self-driving cars have the run of downtown and force out pedestrians, civic engagement is limited to requesting services through an app, police use algorithms to justify and perpetuate racist practices, and governments and private companies surveil public space to control behavior. Green describes smart city efforts gone wrong but also smart enough alternatives, attainable with the help of technology but not reducible to technology: a livable city, a democratic city, a just city, a responsible city, and an innovative city. By recognizing the complexity of urban life rather than merely seeing the city as something to optimize, these Smart Enough Cities successfully incorporate technology into a holistic vision of justice and equity.
Author: Paul J. Meyer
Publisher: Paul J. Meyer Resources
ISBN: 9780898113044
Category :
Languages : en
Pages : 26
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Book Description
Author: Jim VandeHei
Publisher: Workman Publishing Company
ISBN: 1523520124
Category : Business & Economics
Languages : en
Pages : 195
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Book Description
Brevity is confidence. Length is fear. This is the guiding principle of Smart Brevity, a communication formula built by Axios journalists to prioritize essential news and information, explain its impact and deliver it in a concise and visual format. Now, the co-founders of Axios have created an essential guide for communicating effectively and efficiently using Smart Brevity—think Strunk and White’s Elements of Style for the digital age. In SMART BREVITY: The Power of Saying More with Less, Axios co-founders Jim VandeHei, Mike Allen, and Roy Schwartz teach readers how to say more with less in virtually any format. They also share communications lessons learned from their decades of experience in media, business and communications.
