Summary Think Like a Data Scientist presents a step-by-step approach to data science, combining analytic, programming, and business perspectives into easy-to-digest techniques and thought processes for solving real world data-centric problems. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Data collected from customers, scientific measurements, IoT sensors, and so on is valuable only if you understand it. Data scientists revel in the interesting and rewarding challenge of observing, exploring, analyzing, and interpreting this data. Getting started with data science means more than mastering analytic tools and techniques, however; the real magic happens when you begin to think like a data scientist. This book will get you there. About the Book Think Like a Data Scientist teaches you a step-by-step approach to solving real-world data-centric problems. By breaking down carefully crafted examples, you'll learn to combine analytic, programming, and business perspectives into a repeatable process for extracting real knowledge from data. As you read, you'll discover (or remember) valuable statistical techniques and explore powerful data science software. More importantly, you'll put this knowledge together using a structured process for data science. When you've finished, you'll have a strong foundation for a lifetime of data science learning and practice. What's Inside The data science process, step-by-step How to anticipate problems Dealing with uncertainty Best practices in software and scientific thinking About the Reader Readers need beginner programming skills and knowledge of basic statistics. About the Author Brian Godsey has worked in software, academia, finance, and defense and has launched several data-centric start-ups. Table of Contents PART 1 - PREPARING AND GATHERING DATA AND KNOWLEDGE Philosophies of data science Setting goals by asking good questions Data all around us: the virtual wilderness Data wrangling: from capture to domestication Data assessment: poking and prodding PART 2 - BUILDING A PRODUCT WITH SOFTWARE AND STATISTICS Developing a plan Statistics and modeling: concepts and foundations Software: statistics in action Supplementary software: bigger, faster, more efficient Plan execution: putting it all together PART 3 - FINISHING OFF THE PRODUCT AND WRAPPING UP Delivering a product After product delivery: problems and revisions Wrapping up: putting the project away
“We are not worth more, they are not worth less.” This is the mantra of S. Brian Willson and the theme that runs throughout his compelling psycho-historical memoir. Willson’s story begins in small-town, rural America, where he grew up as a “Commie-hating, baseball-loving Baptist,” moves through life-changing experiences in Viet Nam, Nicaragua and elsewhere, and culminates with his commitment to a localized, sustainable lifestyle. In telling his story, Willson provides numerous examples of the types of personal, risk-taking, nonviolent actions he and others have taken in attempts to educate and effect political change: tax refusal—which requires simplification of one’s lifestyle; fasting—done publicly in strategic political and/or therapeutic spiritual contexts; and obstruction tactics—strategically placing one’s body in the way of “business as usual.” It was such actions that thrust Brian Willson into the public eye in the mid-’80s, first as a participant in a high-profile, water-only “Veterans Fast for Life” against the Contra war being waged by his government in Nicaragua. Then, on a fateful day in September 1987, the world watched in horror as Willson was run over by a U.S. government munitions train during a nonviolent blocking action in which he expected to be removed from the tracks and arrested. Losing his legs only strengthened Willson’s identity with millions of unnamed victims of U.S. policy around the world. He provides details of his travels to countries in Latin America and the Middle East and bears witness to the harm done to poor people as well as to the environment by the steamroller of U.S. imperialism. These heart-rending accounts are offered side by side with inspirational stories of nonviolent struggle and the survival of resilient communities Willson’s expanding consciousness also uncovers injustices within his own country, including insights gained through his study and service within the U.S. criminal justice system and personal experiences addressing racial injustices. He discusses coming to terms with his identity as a Viet Nam veteran and the subsequent service he provides to others as director of a veterans outreach center in New England. He draws much inspiration from friends he encounters along the way as he finds himself continually drawn to the path leading to a simpler life that seeks to “do no harm.&rdquo Throughout his personal journey Willson struggles with the question, “Why was it so easy for me, a ’good’ man, to follow orders to travel 9,000 miles from home to participate in killing people who clearly were not a threat to me or any of my fellow citizens?” He eventually comes to the realization that the “American Way of Life” is AWOL from humanity, and that the only way to recover our humanity is by changing our consciousness, one individual at a time, while striving for collective cultural changes toward “less and local.” Thus, Willson offers up his personal story as a metaphorical map for anyone who feels the need to be liberated from the American Way of Life—a guidebook for anyone called by conscience to question continued obedience to vertical power structures while longing to reconnect with the human archetypes of cooperation, equity, mutual respect and empathy.
Summary Think Like a Data Scientist presents a step-by-step approach to data science, combining analytic, programming, and business perspectives into easy-to-digest techniques and thought processes for solving real world data-centric problems. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Data collected from customers, scientific measurements, IoT sensors, and so on is valuable only if you understand it. Data scientists revel in the interesting and rewarding challenge of observing, exploring, analyzing, and interpreting this data. Getting started with data science means more than mastering analytic tools and techniques, however; the real magic happens when you begin to think like a data scientist. This book will get you there. About the Book Think Like a Data Scientist teaches you a step-by-step approach to solving real-world data-centric problems. By breaking down carefully crafted examples, you'll learn to combine analytic, programming, and business perspectives into a repeatable process for extracting real knowledge from data. As you read, you'll discover (or remember) valuable statistical techniques and explore powerful data science software. More importantly, you'll put this knowledge together using a structured process for data science. When you've finished, you'll have a strong foundation for a lifetime of data science learning and practice. What's Inside The data science process, step-by-step How to anticipate problems Dealing with uncertainty Best practices in software and scientific thinking About the Reader Readers need beginner programming skills and knowledge of basic statistics. About the Author Brian Godsey has worked in software, academia, finance, and defense and has launched several data-centric start-ups. Table of Contents PART 1 - PREPARING AND GATHERING DATA AND KNOWLEDGE Philosophies of data science Setting goals by asking good questions Data all around us: the virtual wilderness Data wrangling: from capture to domestication Data assessment: poking and prodding PART 2 - BUILDING A PRODUCT WITH SOFTWARE AND STATISTICS Developing a plan Statistics and modeling: concepts and foundations Software: statistics in action Supplementary software: bigger, faster, more efficient Plan execution: putting it all together PART 3 - FINISHING OFF THE PRODUCT AND WRAPPING UP Delivering a product After product delivery: problems and revisions Wrapping up: putting the project away
Bearin's: The Book " by Brian Robbins is a collection of columns written for "Commercial Fisheries News" over the past 20 years. These author selected columns are the best of Robbins' unique blend of humor, wry observations, and personal reflections on life. Originally written for a commercial fishing audience, these columns encompass characters, situations, and themes that are bound to resonate with all readers. He'll make you laugh, maybe even shed a tear, and definitely leave you wanting more.Bearin's (bar'ins)-When you're on the water, the act of figuring out where you are and what's going on is known as "getting your bearings." The same applies to life itself. In the Northeast, we often don't fuss around with the letter "g" at the ends of our words. Therefore, we have the title "Bearin's".Reviews:"I invite you to put your hand on the cover of this book, close your eyes and see if you can feel its heart beating. If you do, then try laughing a bit, too. Now you're in the spirit of Brian Robbins, telling his tales that will make you laugh so hard you'll have to lay down on the couch, but eventually he'll also get you right where it counts as you feel his spirit in the depths of your heart." Randy Olson, Ph.D. (a.k.a. "Doc Urchin"); scientist-turned-filmmaker; author of Don't Be Such a Scientist: Talking Substance in an Age of Style"Brian Robbins' tales are hysterically accurate, showing great humor in the mishaps and misadventures of dockside denizens." Crash Barry; author of Sex, Drugs and Blueberries and Matinicus: True Stories from Maine's Toughest Island
This book does not offer any miracles, although it does offer a better opportunity for someone to get results, for one who is prepared to get out of the victim role and take a positive step into seeing what they can do for themselves. By reading this book, you will realise the significance of continuous learning. And that’s how philosophy tries to discover the nature of truth and knowledge, to find what is of basic value and importance in life. This is about the relationships between humanity and nature and between the individual and the society.
This volume provides an analysis of divine aseity in Karl Barth's thought and appreciates the vital role that this doctrine can play in contemporary theology. Brian D. Asbill begins by setting the general theological context, first through a broad sketch of the development of Barth's understanding of the relationship between the life of God pro nobis (pronobeity) and a se (aseity), and secondly through the examination of the basic theological convictions that guide his approach to the divine being in Church Dogmatics II/1. The second section, 'The Love and Freedom of God', turns to the dialectical pairings which guide Barth's accounts of the divine reality in his earliest dogmatic cycle (The Göttingen Dogmatics §§16-7) as well as in his most mature treatment (Church Dogmatics §§28-31). Particular attention is given to how these themes arise from revelation and relate to one another. In the final section, 'The Aseity of God', Asbill identifies this doctrine's basic features and primary functions. Divine aseity is characterized as the self-demonstration and self-movement of God's life, a trinitarian and entirely unique reality, a primarily positive and dynamic concept, and the manner and readiness of God's love for creatures. Divine aseity is said to indicate God's lordship in the act of self-binding, God's uniqueness in the act of self-revelation, and God's sufficiency in the act of self-giving.
After serving in the Vietnam War, S. Brian Willson became a radical, nonviolent peace protester and pacifist, and this memoir details the drastic governmental and social change he has spent his life fighting for. Chronicling his personal struggle with a government he believes to be unjust, Willson sheds light on the various incarnations of his protests of the U.S. government, including the refusal to pay taxes, public fasting, and, most famously, public obstruction. On September 1, 1987, Willson was run over by a U.S. government munitions train during a nonviolent blocking action in which he expected to be removed from the tracks. Providing a full look into the tragic event, Willson, who lost his legs in the incident, discusses how the subsequent publicity propelled his cause toward the national consciousness. Now, 23 years later, Willson tells his story of social injustice, nonviolent struggle, and the so-called American way of life.
Perceptive, provocative, often personal, many would say simply common sense, but one thing's for sure: It makes for stimulating, sobering and delightful reading. The same illusive questions which have plagued mankind since the beginning of time, are still being asked today: What is life all about? Where are we? Who is god? What is death? What after death? Clearly we have not yet found answers to our satisfaction, since we are still searching today. This anthology is a stroll through the mind of one man, pondering these questions - the outcome is stimulating, provocative, sometimes surprising, but mostly comforting.
Back to Good is the combined result of life experience coupled with the wisdom imparted by those people who consistently embody the best attributes of the human spirit. I have assembled knowledge and lessons learned from personal struggles, hardships, and times of joy, as well as from examples of countless people who have shown the true goodness we are capable of, into something tangible--something that can help resolve some questions, uncertainties, and challenges of life.You won't find complicated comparisons of differing cultures or religions in this book, as it was written to be accessible and beneficial to people of all faiths, and to those who may not have any type of spiritual or religious convictions. I have no intentions of imposing my beliefs upon anyone else, because a true connection to goodness is made through one's beliefs and actions, not through arguments, forceful principles, or disrespect for the various beliefs that exist. completely respect the multitude of differing beliefs in our diverse world because everyone travels a personal journey in life and has unique experiences and perspectives. My most heartfelt wish is to respect your views, while offering you the positive, powerful, and practical values that getting back to good can provide; values which are fundamentally universal, pertaining to every person, persuasion, and faith. To that end, I made every attempt to express ideas and messages that offer a straightforward guide to help you live with the goodness and tolerance that is applicable to every human being.
I have often thought how wonderful it would have been if any of my grandparents, not to mention my great grandparents, had jotted down some of their thoughts, experiences and accumulated wisdom on paper for me to read, irrespective of how trivial or mind-blowing they may have been. I could have gleamed a glimpse as to who they were and how they thought, even though they died long before I was born in most cases. I really feel the void of not having known them. This book is an attempt to correct that omission and is written for the benefit of my kin still to come.
From the Brief Explanation in the book,The human condition is very difficult, but reality is bigger than it. It's too easy to get caught up in our little games, but in the broad spectrum of things, we are myopic. It is possible to gain clearer perspective in order to live more efficiently, peacefully and happily. Life can seem very dark at times, but it is possible to still see beauty in it. And regardless of what habits may have been formed over how many years, it is possible to overcome and even reverse the ones that do not serve you. What an existential crisis literally means is that your existence is in crisis. In such a state, one of two things generally occur: a person rises above it and chooses to rebuild, or death. This is what it looked like when I chose to rebuild. It's the responsibility of the survivor to help rescue others, therefore I'm throwing my rope. If you don't need it, don't grab it. It's poor form to tie a noose in a rope that someone's throwing in the intention of helping to pull someone out of a dark space. Certainly not a good way to make friends!By publishing this and sharing it, it is purely because I'm following my heart, exposing my heart, and trusting that it will find and help those who need it. Whoever and wherever they may be.
Beat The Status Quo! Those who wish to improve are willing to make changes, others are dreamers. As Henry Ford so aptly put it: "If you always do what you've always done, you'll always get what you've always got." While this does not mean you have been unsuccessful, aspirations to move to a higher standard will require changes. What changes can a book like this offer? Beat The Curve is a compilation of authors who have outperformed the status quo. Their fields are different and their approaches are varied. Their ability and passion for their work, coupled with their perseverance, have allowed these Celebrity Experts(r) to soar to a higher level. While they have developed their successes in different ways, there are the common threads throughout. Why not be guided by a mountain climber who has been to the top before? To quote the Chinese philosopher, Confucius: Success depends upon previous preparation, and without such preparation there is sure to be failure. With the expert help available in the pages of this book, you will not only learn from their successes and their failures, but you will now have their guidance to help Beat The Curve.
Historians have dismissed the pageantry of the Vienna Congress as window dressing when compared with the serious maneuverings of sovereigns and statesmen. By seeing these two dimensions as interconnected, Brian Vick reveals how one of the most important diplomatic summits in history managed to redraw the map of Europe and the international system.
Reference entries, overview essays, and primary source document excerpts survey the history and unveil the successes and failures of the longest-lasting European empire. The Holy Roman Empire endured for ten centuries. This book surveys the history of the empire from the formation of a Frankish Kingdom in the sixth century through the efforts of Charlemagne to unify the West around A.D. 800, the conflicts between emperors and popes in the High Middle Ages, and the Reformation and the Wars of Religion in the Early Modern period to the empire's collapse under Napoleonic rule. A historical overview and timeline are followed by sections on government and politics, organization and administration, individuals, groups and organizations, key events, the military, objects and artifacts, and key places. Each of these topical sections begins with an overview essay, which is followed by alphabetically arranged reference entries on significant topics. The book includes a selection of primary source documents, each of which is introduced by a contextualizing headnote, and closes with a selected, general bibliography.
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