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The Permaculture City: Regenerative Design for Urban, Suburban, and Town Resilience, by Toby Hemenway

Permaculture is more than just the latest buzzword; it offers positive solutions for many of the environmental and social challenges confronting us. And nowhere are those remedies more needed and desired than in our cities. The Permaculture City provides a new way of thinking about urban living, with practical examples for creating abundant food, energy security, close-knit communities, local and meaningful livelihoods, and sustainable policies in our cities and towns. The same nature-based approach that works so beautifully for growing food―connecting the pieces of the landscape together in harmonious ways―applies perfectly to many of our other needs. Toby Hemenway, one of the leading practitioners and teachers of permaculture design, illuminates a new way forward through examples of edge-pushing innovations, along with a deeply holistic conceptual framework for our cities, towns, and suburbs.

The Permaculture City begins in the garden but takes what we have learned there and applies it to a much broader range of human experience; we’re not just gardening plants but people, neighborhoods, and even cultures. Hemenway lays out how permaculture design can help towndwellers solve the challenges of meeting our needs for food, water, shelter, energy, community, and livelihood in sustainable, resilient ways. Readers will find new information on designing the urban home garden and strategies for gardening in community, rethinking our water and energy systems, learning the difference between a “job” and a “livelihood,” and the importance of placemaking and an empowered community.

This important book documents the rise of a new sophistication, depth, and diversity in the approaches and thinking of permaculture designers and practitioners. Understanding nature can do more than improve how we grow, make, or consume things; it can also teach us how to cooperate, make decisions, and arrive at good solutions.

  • Sales Rank: #189326 in Books
  • Published on: 2015-07-31
  • Original language: English
  • Number of items: 1
  • Dimensions: 9.50" h x .70" w x 7.50" l, .0 pounds
  • Binding: Paperback
  • 288 pages

Review

Booklist-

"For the past six years, Hemenway’s acclaimed first book, Gaia’s Garden (2009), has been the world’s best-selling guidebook on home and garden permaculture. He now continues to champion this environmental philosophy that involves working with nature, instead of against it, for maximum sustainability. Although permaculture practices originally began with small-scale farms and gardens in mind, in his latest work Hemenway presents a much larger vision of applying them to metropolitan settings. In what is more than simply a handbook on finding space to grow fruits and vegetables in the concrete jungle, the author demonstrates just how widely the permaculture net can be cast by including advice on sustainably managing critical urban resources such as water, shelter, electricity, and even community centers. After introductory chapters on permaculture principles and the history and evolution of cities, Hemenway covers the basics of designing urban home gardens before moving on to discuss “water wisdom” and home energy solutions. An invaluable resource for city planners and dwellers alike, as well as an optimistic exploration of the possibilities for ecological well-being in our future urban landscapes.”



Library Journal-

"Permaculture refers to a method of agricultural design that uses natural approaches. While several chapters address the unique challenges and opportunities in creating an urban garden, Hemenway refers often to his first book, Gaia’s Garden, the initial major volume published in North America on permaculture principles, for further detail. Here, the author’s focus narrows to an urban setting, where permaculture means more than having a sustainable garden but can generate powerful change and community growth. Combining anecdotal stories of local U.S. neighborhoods practicing permaculture principles with black-and-white and color photos, Hemenway describes ways in which urban dwellers can not only create their own backyard oasis but join with their neighbors to build shared spaces in which to produce food, culture, and identity. Valuable tips on water conservation via rain harvesting and graywater collection mingle with advice on reducing energy consumption, producing local energy resources, and decreasing your foodshed and carbon footprints. Notes and index provide a reliable reference for further reading. VERDICT: An enlightening read for anyone interested in green gardening, environmental ethics, social justice issues, and seeking positive community change.”



Publishers Weekly-

"This eagerly awaited book from West Coast permaculture expert Hemenway, author of the classic Gaia's Garden, pushes permaculture design beyond its usual realm of homesteading and gardening, applying it to the complex systems that make up contemporary urban life. Other permaculturalists are also exploring these ideas, but Hemenway's intelligent, down-to-earth analyses, astute systems thinking, and clear organization offer a particularly comprehensive, open-ended, and sophisticated yet understandable overview to readers who want to discover, evaluate, utilize, and integrate the untapped resources abundant in any city or town. Hemenway focuses on the philosophical, ‘whetting appetites' and providing toolkits rather than in-depth instruction, with the goal of teaching readers 'to become adept at a whole-systems approach to living in and finding solutions in cities, towns, and suburbs.' Referencing livable-city innovators such as Jane Jacobs and human-scale design thinkers such as Christopher Alexander, Hemenway shows how permaculture concepts can be stretched and rethought in an urban setting to include not just one's house, garden, and yard but also neighbors, parks, and city agencies.”



"Many people who are searching for a more fulfilling life, wanting to reduce their ecological footprint and build resilience for uncertain futures, grasp that permaculture might be part of the solution but are often unsure how it applies to their particular situation. For residents of towns and cities in the modern affluent world, The Permaculture City shows how permaculture design makes common sense."--David Holmgren, co-originator of the Permaculture concept



"Toby Hemenway’s Gaia’s Garden is the go-to book I always recommend for those interested in permaculture. His new book, The Permaculture City, is the much-needed urban version, a great introduction and full of important information on adapting permaculture to an urban environment."--Starhawk, permaculture designer and author of The Empowerment Manual



“The Permaculture City is a triumph in bringing the wisdom of permaculture practices to city dwellers. This book is a ‘bridge book’ for greening our urban landscapes. Rich in practical knowledge, Toby Hemenway is a trailblazer in demystifying the art of living sustainably within ecosystems: teaching how YOU can be a collaborative partner in a healthy urban biosphere. This book’s impact will be increasingly significant as we inevitably march toward living in built environments. For urban planners, architects, green builders, and simply citizens who want to enjoy a higher quality of life, The Permaculture City is The Book to lead the way.”--Paul Stamets, author of Mycelium Running: How Mushrooms Can Help Save the World 



“Permaculture is applied ecology, and its practice is evolving as society becomes more urbanized. As Toby Hemenway puts it, ‘We’re not just gardening plants but people, neighborhoods, and even cultures.’ Whether you’re new to permaculture or a seasoned ‘permie,’ The Permaculture City is essential: it captures the explorative state of the art in readable, often delightful prose. And, like all good permaculture books, it is eminently helpful at solving a myriad of practical problems in the home and garden.”--Richard Heinberg, Senior Fellow, Post Carbon Institute



 “Toby Hemenway combines the skill of a storyteller with the vigour of experience and insight. He shows us an urban landscape with gardens, food, energy systems, and architecture that can ensure genuine sustainability. Beyond these vital elements, he also creates a template for a new kind of city: a human scale collection of village communities where quality of life is valued above quantity of output. With the majority of the human race becoming city dwellers, this is vital information for a more collaborative, intelligent, and resilient urban landscape, one that will enable us to face serious challenges now, and in the future.”--Maddy Harland, co-founder and editor of Permaculture magazine and Fellow of the Royal Society of Arts



 "Toby Hemenway is among the true visionaries who can turn vision into practical action. The Permaculture City is a landmark book that will be used for decades as a compass and field guide to regenerate our world and communities. Toby depicts the virtuous circle people are already creating across the country and world, from small acts an individual can take, to larger systemic changes that only communities and societies can make. This is the gospel of building resilience from the ground up, and Toby is a true hero of our age―he shows us we’re all invited to the party.”--Kenny Ausubel, cofounder and CEO of Bioneers



“Half the world’s people now live in cities, and as Toby Hemenway convincingly demonstrates, they can be at the very forefront of the revolution in how we live. This book will thrill you!”--Bill McKibben, author of Deep Economy



“I'm someone with a strong bias towards country living and I've always thought that the phrase 'urban permaculture' is oxymoronic. I've often thought master planners should be working to revive small towns, not build more cities. Toby Hemenway has shown me the error of my ways. The function of a well-conceived city, he says, is to inspire. His book inspires.”--Albert Bates, president, Global Village Institute for Appropriate Technology



"We stand at a crossroads where long-held societal beliefs are shattered and assumptions fall before knowledge and reality. Human civilization is in the balance. Few people have grasped the significance of the moment in the way that Toby Hemenway has. His voice is particularly important at this time. The Permaculture City is his attempt to understand what we are confronted with and to skew the discussion toward sustainability. There is no doubt that his message is timely and relevant. Read this book like the life of your children depended on it … because it does.”--John D. Liu, director of the Environmental Education Media Project and visiting fellow at the Netherlands Institute of Ecology



"What a great, accessible, and timely book! The Permaculture City is a must-read for anyone who loves where they live, wishes to deepen their relationship and pleasure in and with it, and realizes that our food, water, and community resilience may depend upon it. Toby Hemenway offers great guidance for applying the lens of intentional design to increasing food self-reliance (and pleasure!), improving water efficiency and usage, and growing community, three elements that promise to improve the quality of relatedness to place as well as resilience in the face of weather and other uncertainties.

"Whether the topic is gardening in a window box or creating a community garden, catching and channeling rainwater, or redesigning an edible landscape around a suburban home, this timely book offers everyone a window into the joy and longterm fulfillment of permaculture."--Nina Simons, co-founder of Bioneers and founder of Everywoman’s Leadership

About the Author

Toby Hemenway is the author of the first major North American book on permaculture, Gaia’s Garden: A Guide to Home-Scale Permaculture. After obtaining a degree in biology from Tufts University, Toby worked for many years as a researcher in genetics and immunology, first in academic laboratories at Harvard and the University of Washington in Seattle, and then at Immunex, a major medical biotech company. At about the time he was growing dissatisfied with the direction biotechnology was taking, he discovered permaculture, a design approach based on ecological principles that creates sustainable landscapes, homes, and workplaces. A career change followed, and Toby and his wife spent ten years creating a rural permaculture site in southern Oregon. He was associate editor of Permaculture Activist, a journal of ecological design and sustainable culture, from 1999 to 2004. He teaches permaculture and consults and lectures on ecological design throughout the country. His writing has appeared in magazines such as Whole Earth Review, Natural Home, and Kitchen Gardener. He is available for workshops, lectures, and consulting in ecological design.

He lives in Sebastopol, California.

Visit his web site at www.patternliteracy.com

Most helpful customer reviews

18 of 18 people found the following review helpful.
Serious Permaculture Knowledge for the Urban & Suburban Greenie
By Haven Maven
(Disclosure: this review was previously posted on Examiner.com)

When Toby Hemenway and his wife moved to the country to live a bucolic life in a sustainable, environmental way, what he learned was quite the opposite of being more environmentally sound.

In fact, their ecological footprint turned out to be far larger than if they lived in the city. They needed a car to go anywhere, services and stores were beyond walking distance miles away, and their social lives were severely limited. When Hemenway added up the impact of his country lifestyle, he had to admit there was a better way to live a greener life – move back to an urban area, and later, write a book about it. The Permaculture City: Regenerative Design for Urban, Suburban, and Town Resilience is that book.

The Permaculture City integrates the concepts and practices of permaculture within an urban setting. Granted, the city is often the last place one thinks of as environmental, but Hemenway says,

“The human-nature bond can be lost in cities if we're not careful, and I think we go somewhat insane without it. Cities can help keep their surrounding regions both ecologically and economically healthy by fostering connections that are intended to do that, rather than ignore or simply exploit their surroundings.”

According to Hemenway, a truly healthy city incorporates a diversity of offerings that address the physical, social, and emotional needs of the dweller; his book bridges the gap between city and country, and is rich in the history of how our current urban models came about, where they went wrong, and how they can be changed and improved.

Hemenway’s strength is his ability to overlay historical fact to bring greater clarity to the current problems plaguing the modern urban space. From the very first chapter, he walks the reader through the life cycle of cities and their evolution in response to social change; this gives the reader a clearer perspective on the “why” and “how” behind the transportation and social dynamics of urban environments. His book is chock full of examples and explanations that illustrate each chapter’s purpose, often going beyond the basic details so the reader has no choice but to understand what Hemenway is so passionately writing about.

The social capital, or the human interactive value, of urban areas is a strong focal point of the book. Hemenway highlights the ideas of Jane Jacobs, William Whyte, and Kevin Lynch, individuals who strove to integrate and not isolate the elements that comprise a well-rounded city, while weaving permacultural aspects throughout. His suggestions truly honor Jacobs’ “village in the city” concept that the most vibrant ecosystem in the urban environment is the human one. When asked about the motivating factors behind writing The Permaculture City, Hemenway stated:

“the most interesting work in permaculture, to me, was being done in cities…growing food is easy compared to learning how to work with other people constructively.”

But Hemenway includes that toolset as well; chapters 3 and 4 of the book are essentially a permaculture design course (PDC), covering the basics from designing a small backyard garden space to implementing energy efficient changes that can save money and improve one’s quality of life. Hemenway offers intense, effective environmental options for the urban homeowner, with everything scaled down to individual lot size.

The integration of urban areas with the surrounding bioregion is also highlighted. Ancient civilizations integrated their services and fuel production, transport and defensibility into a cohesive whole that enabled them to have resilience and stability, even in times of war and famine; Hemenway discusses how that ancient wisdom can be applied to our modern cities, which are often geometric with little to no thought about how the human experience integrates into the model. City dwellers would have a considerably different user experience if land developers and city planners had copies of The Permaculture City as mandatory reading. What determines whether a city is successful in being an overall great place to live often does not come down to cost; it comes down to a design the meets human needs and builds social capital.

This is not Hemenway’s first book rodeo; he’s a well-known heavy-hitter in the Permaculture world, and has a significant list of published material, such as Gaia’s Garden: A Guide to Home-Scale Permaculture, and other works. His writing style is straightforward and clear, and The Permaculture City is not a coffee table picture book that trades information for eye candy. Hemenway has done his research, skillfully delineating the ways an individual can change their environmental impact even while living in a concrete jungle, and illustrates it all with strong visuals. In short, The Permaculture City: Regenerative Design for Urban, Suburban, and Town Resilienceis an excellent resource for anyone not living in the countryside but wants to do right by Mother Nature. Now you can get your green on, even in NYC.

7 of 7 people found the following review helpful.
Your culture not just your garden.
By Jefferson Coulter
This is a delightful book for both the avid permaculturist (or "Permie") or the person wanting to understand this natural design process. I've immediately applied principles from this book to my own home environment. I also highly appreciate Toby's description of permaculture in the social context, with examples. I used his approach to advocate for the inclusion of resiliency, leverage, and feedback in informing how legal services are delivered in rural Washington. Permaculture is more than your garden; it's about systematic thinking. Toby communicates that brilliantly. This is a must read for project managers, executive directors, and managers.

4 of 4 people found the following review helpful.
An Amazing Follow Up To Bill Mollison's pioneering Book Permaculture: A designers Manual!!!!!!!
By Really good start to a great series
If you are tired of hearing about all our social and environmental problems and want practical solutions that you an ordinary person can put to easy practice in the city, suburb or town you live in, you have to read this book! This book can help you do things to battle climate change, rebuild run down neighborhoods, and rejuvenate your local environment and economy, n you can start with your own home.

See all 12 customer reviews...

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This book provides a comprehensive and clinically based approach to the diagnosis and management of arrhythmia disorders for the cardiology fellow and practicing general cardiologist. The clinical approach encompasses evidence-based medicine as well as practical pearls for the diagnosis and management of arrhythmia disorders. Chapters provide a comprehensive discussion of arrhythmia disorders, from noninvasive diagnostic strategies through pharmacologic and invasive therapeutic strategies. The level of sophistication ranges from the most basic to more sophisticated topics, and provides an excellent complement to Josephson's more advanced text.

  • Sales Rank: #1675797 in Books
  • Brand: Brand:
  • Published on: 2008-10-08
  • Original language: English
  • Number of items: 1
  • Dimensions: 10.20" h x .70" w x 7.30" l, 1.60 pounds
  • Binding: Hardcover
  • 320 pages
Features
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Most helpful customer reviews

6 of 6 people found the following review helpful.
Great Companion to Josephson or text for non-electrophysiologist
By Cards Doc
Just got this book. This makes a great clinically-based companion to the Josephson text. It is appropriate for general cardiologists who want to learn basic clinical EP and for electrophysiologists/trainees who want a clinical textbook. Also appropriate for internists with an interest in arrhythmias. It is very clincally-based and extremely readable.

1 of 2 people found the following review helpful.
Journal Club
By Yuji Okuyama
i bought this book for my hospital's journal club which was planned for young residents and junior doctors. They are happy with this book. I hope a lot of doctors to be interested in EP.

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  • Sales Rank: #400397 in Books
  • Brand: Brand: Schiffer Publishing
  • Published on: 2013-04-28
  • Original language: English
  • Number of items: 1
  • Dimensions: 12.00" h x .90" w x 9.30" l, 3.60 pounds
  • Binding: Hardcover
  • 144 pages
Features
  • Used Book in Good Condition

Most helpful customer reviews

8 of 8 people found the following review helpful.
Very tasteful and imaginative.
By International Citizen
The book was a purchase due to my love of tattoos and the women they adorn. I was hesitant to purchase but upon reading other reviews and researching Alvarado, I thought why not. I was pleased at the picture quality and the vivacious colours used. The depiction of the female form is tantalising as well as evocative.

Not all the models are covered in tattoos, some merely have one or two small ones. I can appreciate talent in photography and Alvarado definitely knows how to capture innocence and defiance in one swoop. A great addition to any photo collection and worth the money. The book is quite large and captures the tattoos in great detail. A must for those who love tattooed women and who also love the rebellion of the middle class.

5 of 5 people found the following review helpful.
The Wonderment of a Beautiful Book
By Leslie
The first thing that meets the eye with this collection is the cover. Many of Alvarado's pin-ups have tattoos, some exquisite, some just plain, but they leave the reader wanting more.

The book is in glossy paper, so the art work is hard to distinguish between photography and illustration. There are over 145 pin-up nudes from pert to busty, the plain to the weirdest, uniforms to head-dresses and more.

Robert Alvarado's photos shows the models in all their beauty, but most of all, they show the creativity of an artist who can use innovative techniques to bring out the beauty of what inspired him to take it in the first place.

I recommend you grab a copy and get lost in the wonderment of such a beautiful book.

6 of 7 people found the following review helpful.
A Second Triumph!! Return of a new ICON
By Z. Rodrigues
When I first began collection erotic art of all kinds I really wanted someone who could give you all the charm of Elvgren's work and Rockwell

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Rabu, 16 Februari 2011

[F584.Ebook] Fee Download Final Truth : The Autobiography of a Serial Killer, by Donald H. Gaskins, Wilton Earle

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Final Truth : The Autobiography of a Serial Killer, by Donald H. Gaskins, Wilton Earle

The autobiogarphy of Serial Killer Gaskins, written as collaboration bwteen Gaskins and Wilton Earle. Gaskins graphic story of his life and crimes.

  • Sales Rank: #526711 in Books
  • Published on: 1992-05
  • Original language: English
  • Number of items: 1
  • Dimensions: 9.25" h x 6.25" w x 1.00" l, 1.20 pounds
  • Binding: Hardcover
  • 230 pages

Review
"Author-journalist Wilton Earle spent fifteen-months eliciting from Donald 'Pee Wee' Gaskins. this graphic version of Gaskins life and crimes. The result is a remarkable book that enables the reader to better understand the thoughts and emotions of a man who killed from a psychopathic need to identify with his victims through the joining of his own pain with theirs. Final Truth provides rare insight into a killer's tortured mind. I recommend it to psychiatrists, psychologists, and anyone in the forensic field." -- Thomas J. Andrews, MD., Psychiatrist

"Final Truth is a profoundly disturbing window into the mind of a mass murderer. As such, it is an invaluable addition to the psychiatric literature of psychopathology and sociopathy. I envision that it will become required reading for all law enforcement personnel, attorneys, and sociologists." -- Terrence P. Clark, MD., Psychiatrist

"The moral dilemma posed by Final Truth is curiously reminiscent of that posed by Dostoevsky in Crime and Punishment - but I doubt that even Dostoevsky's imagination could have conceived a character at once as commonplace, yet hideously evil, as 'Pee Wee' Gaskins -without doubt, the worst Serial Killer of all time." -- Colin Wilson, Author, The Outsider; Killers Among Us; A Criminal History of Mankind; Alien Dawn

From the Author
BY SERIAL KILLER GASKINS: "In this book I'm not asking nobody's forgiveness. I got no apologies to make for my life. I always had my reasons for everything I ever done."

- Donald 'Pee Wee' Gaskins

About the Author
For twelve years Wilton Earle was a television journalist inLati America. For the past twenty years, he has been a script consultant to film directors in Europe, The US and Latin America.

FINAL TRUTH is is thirteenth published book.

Most helpful customer reviews

5 of 5 people found the following review helpful.
A True "Criminal Minds" Story
By Connie L. Hill
This is frankly one of the most interesting books ever written. I am from South Carolina and grew up in the area where Gaskins committed his so called Coastal Kills. I've read many books written about serial killers and this is truly one of the most interesting. An alternate title for this book could be "How to Raise a Serial Killer from Cradle to Grave." This book is graphic and shocking and not for the weak of stomach. Gaskins spares no details in his descriptions of his many murders and tortures. He also spares no details about the childhood that he lived before becoming the monster he grew up to be. The most amazing twist (and believe me there are plenty twists) to the story of Gaskins is that he wasn't executed by the State of South Carolina for any of the tortuous murders he claimed to have committed, he was executed by the State of South Carolina for killing an inmate who was already on death row. You will shake your head in disgust and you will shake your head in amazement as you read this book. The images left in my head after reading this book will stay with me forever. The messages left behind in this book should be debated for many years to come. As troubling as this story is, it will make you think hard about everything from crime and punishment in the United States, to the Death penalty , to the extreme gaps that exist between poverty and wealth in America. One thing is for sure, once you start to read this book, you won't be able to put it down.

Personally, I believe there are people in this world who are abosulutley unredeemable human beings. Gaskins is a perfect example of such a person. The big debate though that will forever be pondered is "Was it nature or nurture?" The world may never know, and there are many people who really don't care. Gaskins is gone forever, but if you believe his story, sadly there are many more people like him walking amonst us. Read this book.

6 of 6 people found the following review helpful.
Disturbing book about a disturbing killer
By Roger M. Young
Pee Wee Gaskins is probably the most infamous serial killer in South Carolina history. This "as-told-to" book was published posthumously. I've talked to a number of people over the years who knew Pee Wee personally and/or worked on his cases in some capacity. He was not known for telling the truth, so despite the fact that he supposedly had nothing to lose by delaying publication until after his execution, most people I have talked to believe he greatly exaggerated the number of people he claims to have killed in this book. Having said that, if even half of what he claims is true, this is still one of the most disturbing true-crime books I have ever read. Parts of it left me chilled to the bone. It also helps answer the question of what causes a human mind to go so bad. After reading about his up-bringing, you realize that a deeply disturbed mind is often the result of a deeply disturbed childhood. This book should be read by anyone who is interested in delving into the psyche of a serial killer. However, I don't recommend reading it before going to sleep at night. Your dreams are going to be troubled for a while.

1 of 1 people found the following review helpful.
I would recommend this book if you are interested in serial killers ...
By Sarah
The price was too high in my opinion, but I bought it anyway. It's very graphic and anyone considering buying it needs to know that. I was expecting some messed up stuff, but some of it was just whoa. I'm a Psychologist and I found it fascinating. It really shows you his pathology and is a direct window into what a serial killer thinks. I would recommend this book if you are interested in serial killers and if you are into Psychology. I just want to reiterate that this book is very graphic.

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Jumat, 11 Februari 2011

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Real-World Machine Learning, by Henrik Brink, Joseph Richards, Mark Fetherolf

Summary

Real-World Machine Learning is a practical guide designed to teach working developers the art of ML project execution. Without overdosing you on academic theory and complex mathematics, it introduces the day-to-day practice of machine learning, preparing you to successfully build and deploy powerful ML systems.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

About the Technology

Machine learning systems help you find valuable insights and patterns in data, which you'd never recognize with traditional methods. In the real world, ML techniques give you a way to identify trends, forecast behavior, and make fact-based recommendations. It's a hot and growing field, and up-to-speed ML developers are in demand.

About the Book

Real-World Machine Learning will teach you the concepts and techniques you need to be a successful machine learning practitioner without overdosing you on abstract theory and complex mathematics. By working through immediately relevant examples in Python, you'll build skills in data acquisition and modeling, classification, and regression. You'll also explore the most important tasks like model validation, optimization, scalability, and real-time streaming. When you're done, you'll be ready to successfully build, deploy, and maintain your own powerful ML systems.

What's Inside

  • Predicting future behavior
  • Performance evaluation and optimization
  • Analyzing sentiment and making recommendations

About the Reader

No prior machine learning experience assumed. Readers should know Python.

About the Authors

Henrik Brink, Joseph Richards and Mark Fetherolf are experienced data scientists engaged in the daily practice of machine learning.

Table of Contents

THE MACHINE-LEARNING WORKFLOW

  • What is machine learning?
  • Real-world data
  • Modeling and prediction
  • Model evaluation and optimization
  • Basic feature engineering
  • PRACTICAL APPLICATION
  • Example: NYC taxi data
  • Advanced feature engineering
  • Advanced NLP example: movie review sentiment
  • Scaling machine-learning workflows
  • Example: digital display advertising
    • Sales Rank: #133859 in Books
    • Published on: 2016-09-30
    • Original language: English
    • Number of items: 1
    • Dimensions: 9.10" h x .70" w x 7.30" l, .0 pounds
    • Binding: Paperback
    • 264 pages

    About the Author

    Henrik Brink is a data scientist and software developer with extensive ML experience in industry and academia.

    Joseph Richards is a senior data scientist with expertise in applied statistics and predictive analytics. Henrik and Joseph are co-founders of wise.io, a leading developer of machine learning solutions for industry.

    Mark Fetherolf is founder and President of data management and predictive analytics company, Numinary Data Science. He has worked as a statistician and analytics database developer in social science research, chemical engineering, information systems performance, capacity planning, cable television, and online advertising applications.

    Most helpful customer reviews

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    [G311.Ebook] PDF Download Broken Angels, by Russell Heath

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    Broken Angels, by Russell Heath

    She stares at her mother’s clumsy lettering on the envelope. Nine years. Nine years since she stepped over her mother’s drunken body and into a cold Alaska night running south, lost to her mother forever.

    How did she find me? She hesitates, not wanting to open the envelope, knowing the letter inside will drag her home; back into the bleakness of a life with no exit.

    Kris Gabriel, twenty-four, Alaska Native, and fierce like a wolverine, returns to Alaska—to find her mother murdered; shot in the face by the double-barreled blast of a shotgun. Angry her mother is pushed around even in death, guilty she abandoned her in life, Kris only knows to fight. Relentlessly, she tracks a trail of pain, of lost love, of lives ripped apart by the frozen north’s unyielding law of survival, never suspecting it’s not what her mother would have wanted.

    Never suspecting that she has far more at stake than finding her mother’s killer.

    Broken Angels is fast-paced Alaskan noir filled with richly drawn characters struggling to survive in a hostile country where there are no second chances.

    • Sales Rank: #72096 in eBooks
    • Published on: 2015-06-09
    • Released on: 2015-06-09
    • Format: Kindle eBook

    Review
    Finalist for best mystery in Next Generation Indie Book Awards 2016. 
    Heath's debut novel is gripping from the get-go, populated by a galleryof indelible characters and set against a landscape that's bothbreathtakingly beautiful and punishing.... Heath writes efficient scenes of suspense and jolting violence, but the quieter, more reflectivemoments are the most memorable: "They sat sipping the tea; looking outthe window at the shadows cast by the city's hard yellow lights andlistening to the gusts of wind tap the window with pellets of rain."...An auspicious mystery debut. --Kirkus Reviews

    About the Author

    In his teens, Russell Heath hitchhiked to Alaska and lived in a cabin on the banks of the Tanana River. In his twenties, he lived in Italy and then traveled overland across the Sahara, through the jungles and over the savannas of Africa and into southern Asia. In his thirties, he sailed alone, in a 25 foot wooden boat, around the world. In his forties, he wrote novels. And in his fifties, he bicycled the spine of the Rockies from Alaska to Mexico. He’s worked on the Alaska Pipeline, as an environmental lobbyist in the Alaska Legislature, and run a storied environmental organization fighting to protect Alaska’s coastal rainforests. Several years ago, he moved to New York City to dig deep into leadership development and coaching. He now coaches business and non-profit leaders as well as people who want to live rich, hand-crafted, masterful lives.

    Most helpful customer reviews

    8 of 8 people found the following review helpful.
    I am absolutely the richer for reading this book!!
    By Pamyla Love
    Broken Angels is well written with words that painted the varied Alaskan landscape with such richness to detail all my senses were activated, and the depth of each character was complex and believable. I felt immersed in each character and felt a witness and a part of each one's experience. It was like I could step into each characters shoes. While it was an engaging mystery, I feel Russell Heath truly tapped into something far deeper; the mystery of being human. The inner landscape of our being like Alaska with the right conditions can be soft and beautiful and full of light, or harsh and unforgiving and full of darkness where we give no second chances. Each one of these characters, is truly is an angel. Each one took action based upon flawed or broken beliefs, judgments, and assumptions based on their model of the world, leaving a trail of broken spirits. By the end, I felt only compassion for each character. Long after I put this book down, I continued to reflect on these characters. This novel has made an impact and opened me up to the broken angel in all of us, and perhaps the compassion I developed for the characters, I will be able to carry into the "real world" I am richer for having read this book.

    6 of 6 people found the following review helpful.
    Novel Investment for 2015
    By Ironman321
    Brilliant. Exciting. Engaging. I couldn't out it . I'm not much a novel/thriller reader. However, I couldn't put this book down. The characters were so well defined. And the story had such rich detail that you do not want to over look a thing! If you like Stephen King novels and or watch the tv show Criminal Minds..well this will blow you away. Great investment of time. Took me about 4 days to finish. I look forward to reading more from Russell Heath.

    4 of 4 people found the following review helpful.
    The author obviously knows Alaska, its terrain, its ...
    By Harriet H.Frye
    The author obviously knows Alaska, its terrain, its weather and its people. If you are headed to Alaska and want to get in the mood or you've been and want to remember or you just want to know a little bit more about this huge state that is part of the U.S.A., this is the novel for you. Besides it is a fascinating thriller with people you become attached to.

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    Kamis, 10 Februari 2011

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    Angry Kids: Understanding and Managing the Emotions That Control Them, by Richard L. Berry

    During the past several years, violence by children has dominated the media, exposing this issue as one of the new epidemics of our society. The slaughter of children by children at Littleton-and the backlash of similar incidents-have opened our eyes to the severity of this problem. But what is the cause of all this anger in kids?

    In Angry Kids, Richard Berry draws from his experience as a marriage and family therapist to provide some answers about angry kids to parents, teachers, youth workers, counselors, and school social workers. His biblical perspective challenges parents and children to be accountable for their actions while working out solutions.

    Well-written, timely, and practical, Angry Kids exposes three root causes of anger in children of all ages. It also explains how parents can inadvertently contribute to that rage, how they can help their children discover the real feelings behind their anger, and how to then teach them techniques for expressing and defusing that anger. Charts, specific examples, and practical application further clarify how to stop the spreading epidemic of angry kids.

    • Sales Rank: #1550150 in Books
    • Brand: Brand: Revell
    • Published on: 2001-06
    • Original language: English
    • Number of items: 1
    • Dimensions: .69" h x 6.42" w x 9.06" l,
    • Binding: Paperback
    • 304 pages
    Features
    • Used Book in Good Condition

    From the Back Cover
    Why is my child so angry? What can I do about it?

    Angry Kids leads you through an odyssey of discovery about what makes children angry and how you can help them through their rage. Filled with stories of real kids, this book offers practical, biblical guidelines, workable parental plans, and even cue cards to help you successfully communicate with your angry child.

    Dr. Richard Berry draws from his experience as a marriage and family therapist to expose four root causes of anger in children. He shows you how to help your child understand the reasons for his or her anger and then how to teach anger management techniques, so your child can move on from past losses and hurts to live a healthy and balanced life.

    If you have an angry kid (or were an angry kid), Dr. Berry's book will be a valuable tool in helping you find peace-in your heart and in your home.

    About the Author
    Dr. Richard L. Berry is a full-time marriage and family therapist with Youth Alternatives, where he receives numerous referrals from the courts, schools, community agencies, and parents concerning angry kids. He resides in Cheyenne, Wyoming.

    Most helpful customer reviews

    4 of 5 people found the following review helpful.
    EXCELLENT
    By A Customer
    I have 2 foster children ages 4 and 7 and this book is helping me to understand the sources of their anger. This book is terrific and I highly recommend. Has chapter on abuse, parental abandonement, divorce, etc., and explains issues that may result. Tries to give tools to help control anger.

    3 of 5 people found the following review helpful.
    EXCELLENT
    By A Customer
    I have 2 foster children ages 4 and 7 and this book is helping me to understand the sources of their anger. This book is terrific and I highly recommend. Has chapter on abuse, parental abandonement, divorce, etc., and explains issues that may result. Tries to give tools to help control anger.

    0 of 1 people found the following review helpful.
    Four Stars
    By E.D T. Adams
    In good condition.

    See all 3 customer reviews...

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    Un algerien nomme Boumedien[n]e (Les Grands leaders) (French Edition), by Ania Francos

    • Sales Rank: #12006274 in Books
    • Published on: 1976
    • Binding: Paperback
    • 416 pages

    Language Notes
    Text: French

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    Senin, 07 Februari 2011

    [O495.Ebook] PDF Ebook Learning Ionic - Build Hybrid Mobile Applications with HTML5, by Arvind Ravulavaru

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    Learning Ionic - Build Hybrid Mobile Applications with HTML5, by Arvind Ravulavaru

    Key Features

    • Create hybrid mobile applications by combining the capabilities of Ionic, Cordova, and AngularJS
    • Reduce the time to market your application using Ionic, that helps in rapid application development
    • Detailed code examples and explanations, helping you get up and running with Ionic quickly and easily
    Book Description

    With the growth of the start-up market, the time it takes to market your app ideas is crucial. Developing apps using each platform specific format is time consuming and will put you behind in the rat race. Enter the hybrid mobile space: using knowledge of web technologies, one can transform their ideas into complete apps in no time and distribute them to a wide market of people.

    Apps developed using web technologies need to have a robust, testable, and scalable client side JavaScript framework. This is where a beautiful CSS framework named Ionic meets AngularJS to provide an elegant, robust, testable, and scalable framework enabling the building of hybrid mobile apps.

    With this book, you will learn hybrid mobile application development using Ionic. This book uses Cordova 5.0.0, Ionic CLI 1.5.0 & Ionic 1.0.0 to explain the concepts and build apps.

    To begin with, the book helps you understand where Ionic fits in today's world. Then you will deep dive into Ionic CSS components, Ionic-Angular directives, and services. You will also examine theming Ionic apps using the built in SCSS setup.

    Next, you will learn to build an Ionic client for a secure REST API, where you will implement user authentication and token-based development. Cordova and ngCordova will be explored and you will learn how you can integrate device specific features like a camera and Bluetooth with an Ionic app. You will wrap up the book by building a messaging app, which will deal with integrating REST API as well as device features.

    By the end of this book you will be able to develop a hybrid mobile application from start to finish.

    What you will learn
    • Learn how a hybrid mobile application works
    • Familiarize yourself with Cordova and see how it fits into hybrid mobile application development
    • Seamlessly work with Ionic CSS components and Ionic-Angular JavaScript components like directives and services
    • Learn how to theme Ionic apps, as well as customize components using Ionic SCSS support
    • Develop an app that builds a client for a Secure REST API using Ionic & Angular
    • Develop a real-time chat app using Firebase, that consumes ngCordova
    • Learn how to generate a device specific installer for an Ionic app using Ionic CLI as well as Ionic Cloud services
    • Ionic รข€“ Powered by Angularjs
    • Welcome to Ionic
    • Ionic CSS Components and Navigation
    • Ionic and SCSS
    • Ionic Directives and Services
    • Building a Bookstore App
    • Cordova and NgCordova
    • Building a Messaging App
    • Releasing the Ionic App
    • About the Author

      Arvind Ravulavaru is a full stack consultant with over 6 years of experience in software development. For the last 2 years, Arvind has been working extensively on JavaScript, both on the server and client side. Before that, Arvind worked on Big Data Analytics, Cloud provisioning, and orchestration. Arvind has good experience on various databases and also has developed and architected applications built using Java - Struts & Spring, ASP .NET - MVC3, MVC4.

      Table of Contents

    • Sales Rank: #899615 in Books
    • Published on: 2015-08-03
    • Released on: 2015-07-24
    • Original language: English
    • Number of items: 1
    • Dimensions: 9.25" h x .92" w x 7.50" l, 1.46 pounds
    • Binding: Paperback
    • 338 pages

    Review
    Foreword by Mike Hartington - Core Team Member, Ionic

    This book is the result of several months of dedicated work by Arvind Ravulavaru, a dedicated developer and writer with whom I ve had the pleasure of collaborating with on several occasions. This book provides a great way to get started with Ionic and provides detailed examples from which even experienced developers can learn.

    Arvind goes through the process of installing everything you need to get started with Ionic, as well as setting up the native SDKs. From there, Arvind covers the basics: Ionic s components, navigation using UI-Router, custom styles, and APIs provided by Ionic. From there, readers can build two apps: a bookstore app and a real-time chat application.

    For experienced developers, the book explains how to enable native device APIs through Cordova s plugins. You'll learn how to use ngCordova (another project by the Ionic Team) to use Cordova plugins in an Angular-syntax. In the chat application, you ll also see how to connect to external databases, Firebase, and have your data keep in sync across all devices.

    Prior to joining Ionic as a core team member and developer advocate, I worked for another company creating many internal hybrid apps. After evaluating other frameworks, I chose Ionic because it offered the only complete solution for hybrid mobile development. Everything I needed to get going was provided by Ionic. Instead of focusing on how to architect my app, I could focus on just building the app.

    Ionic offers a complete ecosystem for hybrid mobile app development, saving costs and offering a high-performing, beautiful alternative to native development. We released the stable version of Ionic in May, then released alpha versions of three of our platform services this summer. We don t have any plans to slow down, and our support for the open source Ionic SDK will always remain strong. In my role at Ionic, I work with experienced and new developers and travel all over the world to teach newbies and dive deep into code with Ionic pros. I m constantly impressed by how much people love the product and by what a dynamic, positive community we have.
    You ll find this book to be a great introduction to Ionic, as well as a chance to learn some more about the SDK. Thank you for being part of the Ionic community.

    Enjoy!

    --Mike Hartington - Core Team Member, Ionic

    About the Author
    Arvind Ravulavaru Arvind Ravulavaru is a full-stack consultant with over 6 years of experience in software development. For the last 2 years, he has been working extensively on JavaScript, both on the server side and the client side. Prior to that, Arvind worked on big data analytics, cloud provisioning, and orchestration. He has good exposure to various databases and has also developed and architected an application that was built using Java and ASP.NET. A year and a half ago, Arvind started a blog titled The Jackal of JavaScript (http://thejackalofjavascript.com), where he writes about developing full-stack applications using JavaScript alone as the server-side and client-side programming language. He has written articles on various topics, such as DNA analysis, sentiment analysis with JavaScript, programming Raspberry Pi with JavaScript, and building a node-web kit and a Web RTC-based video chat client, to name a few. Apart from this, Arvind provides training, empowering companies with the latest and greatest technology available in the market. He also conducts start up workshops, where he teaches rapid prototyping with today's amazing tool stack. Arvind also provides information on how to take ideas to the market in a very short span of time. He always looks for ways to contribute to the open source community, making this world a better place for developers. As a consultant, Arvind always tries to power amazing business ideas with awesome technology solutions (language-agnostic), moving the human race up the evolution chain. Arvind recently started his own company in Hyderabad, where he is building products in the Internet of Things space. The aim of the company is to build IoT products for the world at an affordable price so that everyone can enjoy technology that powers lives. You can reach Arvind on his blog at http://thejackalofjavascript.com. Arvind has also reviewed Data-oriented Development with AngularJS, Manoj Waikar, Packt Publishing.

    Most helpful customer reviews

    6 of 6 people found the following review helpful.
    Best treatment of Ionic at this time
    By PaloAltan
    Unlike so many of the recent titles in the crush to exploit the popularity of AngularJS and Ionic, this author has a truly deep understanding of AngularJS and Ionic. I bought the book because I follow the author's "Jackal of JavaScript" blog closely. If you're new to Ionic, this is the best thing out there right now...

    2 of 2 people found the following review helpful.
    Worth it.
    By joshua
    Very good book. The Angular section taught me more than actual Angular books did! The only bad thing is that there's SOOOO MUCH code to copy. There would be several lines of code to copy with only minimal explanation for it. He doesn't go into EVERY line's explanation. Also, the CSS component part doesn't really say much more than the Ionic site. But overall this book is pretty amazing. Definitely worth getting if you're serious about Ionic.

    1 of 1 people found the following review helpful.
    Making the transition from web to app easy!
    By Leigh Millard
    After deciding to take the leap from web development to hybrid mobile app development I was find the answers I needed through my standard learning channels of online videos and forums.
    This book has helped me enormously. It is clear, concise and makes learning the Ionic framework so much easier than muddling through contradictory examples and demo's online.
    As well as covering the Ionic framework the book also covers Cordova and helps the reader understand how the two technologies work together and which tool is best for the particular action you wish to perform.
    The book itself follows the Ionic learning curve in a logical step by step manor with easy to understand examples and great downloadable code snippets to back up the examples and help you on your way.

    See all 11 customer reviews...

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