Author: Claire Diaz-Ortiz
Publisher: John Wiley & Sons
ISBN: 1118061934
Category : Business & Economics
Languages : en
Pages : 226
Book Description
Silver Medal Winner, Social Networking, 2012 Axiom Business Book Awards Silver Medal Winner, Business and Leadership, 2012 Nautilus Book Awards The official word from Twitter on how to harness the power of the platform for any cause. As recent events in Japan, the Middle East, and Haiti have shown, Twitter offers a unique platform to connect individuals and influence change in ways that were unthinkable only a short time ago. In Twitter for Good, Claire Diaz Ortiz, Twitter's head of corporate social innovation and philanthropy, shares the same strategies she offers to organizations launching cause-based campaigns. Filled with dynamic examples from initiatives around the world, this groundbreaking book offers practical guidelines for harnessing individual activism via Twitter as a force for social change. Reveals why every organization needs a dedicated Twitter strategy and explains how to set one Introduces the five-step model taught at trainings around the world: T.W.E.E.T. (Target, Write, Engage, Explore, Track) Author @claired is the head of corporate social innovation and philanthropy at Twitter, collaborating with organizations like Nike, Pepsi, MTV, the American Red Cross, charity:water, Room to Read, the Gates Foundation, the Skoll Foundation, the Case Foundation, National Wildlife Federation, Kiva, the United Nations, Free the Children, Committee to Protect Journalists, Partners in Health, FEMA, Ushahidi, The Acumen Fund With more than 200 million users worldwide, Twitter has established itself as a dynamic force, one that every business and nonprofit must understand how to use effectively.
Twitter for Good
Author: Claire Diaz-Ortiz
Publisher: John Wiley & Sons
ISBN: 1118061934
Category : Business & Economics
Languages : en
Pages : 226
Book Description
Silver Medal Winner, Social Networking, 2012 Axiom Business Book Awards Silver Medal Winner, Business and Leadership, 2012 Nautilus Book Awards The official word from Twitter on how to harness the power of the platform for any cause. As recent events in Japan, the Middle East, and Haiti have shown, Twitter offers a unique platform to connect individuals and influence change in ways that were unthinkable only a short time ago. In Twitter for Good, Claire Diaz Ortiz, Twitter's head of corporate social innovation and philanthropy, shares the same strategies she offers to organizations launching cause-based campaigns. Filled with dynamic examples from initiatives around the world, this groundbreaking book offers practical guidelines for harnessing individual activism via Twitter as a force for social change. Reveals why every organization needs a dedicated Twitter strategy and explains how to set one Introduces the five-step model taught at trainings around the world: T.W.E.E.T. (Target, Write, Engage, Explore, Track) Author @claired is the head of corporate social innovation and philanthropy at Twitter, collaborating with organizations like Nike, Pepsi, MTV, the American Red Cross, charity:water, Room to Read, the Gates Foundation, the Skoll Foundation, the Case Foundation, National Wildlife Federation, Kiva, the United Nations, Free the Children, Committee to Protect Journalists, Partners in Health, FEMA, Ushahidi, The Acumen Fund With more than 200 million users worldwide, Twitter has established itself as a dynamic force, one that every business and nonprofit must understand how to use effectively.
Publisher: John Wiley & Sons
ISBN: 1118061934
Category : Business & Economics
Languages : en
Pages : 226
Book Description
Silver Medal Winner, Social Networking, 2012 Axiom Business Book Awards Silver Medal Winner, Business and Leadership, 2012 Nautilus Book Awards The official word from Twitter on how to harness the power of the platform for any cause. As recent events in Japan, the Middle East, and Haiti have shown, Twitter offers a unique platform to connect individuals and influence change in ways that were unthinkable only a short time ago. In Twitter for Good, Claire Diaz Ortiz, Twitter's head of corporate social innovation and philanthropy, shares the same strategies she offers to organizations launching cause-based campaigns. Filled with dynamic examples from initiatives around the world, this groundbreaking book offers practical guidelines for harnessing individual activism via Twitter as a force for social change. Reveals why every organization needs a dedicated Twitter strategy and explains how to set one Introduces the five-step model taught at trainings around the world: T.W.E.E.T. (Target, Write, Engage, Explore, Track) Author @claired is the head of corporate social innovation and philanthropy at Twitter, collaborating with organizations like Nike, Pepsi, MTV, the American Red Cross, charity:water, Room to Read, the Gates Foundation, the Skoll Foundation, the Case Foundation, National Wildlife Federation, Kiva, the United Nations, Free the Children, Committee to Protect Journalists, Partners in Health, FEMA, Ushahidi, The Acumen Fund With more than 200 million users worldwide, Twitter has established itself as a dynamic force, one that every business and nonprofit must understand how to use effectively.
Twitter for Good
Author: Claire Diaz-Ortiz
Publisher: John Wiley & Sons
ISBN: 111812085X
Category : Business & Economics
Languages : en
Pages : 226
Book Description
Silver Medal Winner, Social Networking, 2012 Axiom Business Book Awards Silver Medal Winner, Business and Leadership, 2012 Nautilus Book Awards The official word from Twitter on how to harness the power of the platform for any cause. As recent events in Japan, the Middle East, and Haiti have shown, Twitter offers a unique platform to connect individuals and influence change in ways that were unthinkable only a short time ago. In Twitter for Good, Claire Diaz Ortiz, Twitter's head of corporate social innovation and philanthropy, shares the same strategies she offers to organizations launching cause-based campaigns. Filled with dynamic examples from initiatives around the world, this groundbreaking book offers practical guidelines for harnessing individual activism via Twitter as a force for social change. Reveals why every organization needs a dedicated Twitter strategy and explains how to set one Introduces the five-step model taught at trainings around the world: T.W.E.E.T. (Target, Write, Engage, Explore, Track) Author @claired is the head of corporate social innovation and philanthropy at Twitter, collaborating with organizations like Nike, Pepsi, MTV, the American Red Cross, charity:water, Room to Read, the Gates Foundation, the Skoll Foundation, the Case Foundation, National Wildlife Federation, Kiva, the United Nations, Free the Children, Committee to Protect Journalists, Partners in Health, FEMA, Ushahidi, The Acumen Fund With more than 200 million users worldwide, Twitter has established itself as a dynamic force, one that every business and nonprofit must understand how to use effectively.
Publisher: John Wiley & Sons
ISBN: 111812085X
Category : Business & Economics
Languages : en
Pages : 226
Book Description
Silver Medal Winner, Social Networking, 2012 Axiom Business Book Awards Silver Medal Winner, Business and Leadership, 2012 Nautilus Book Awards The official word from Twitter on how to harness the power of the platform for any cause. As recent events in Japan, the Middle East, and Haiti have shown, Twitter offers a unique platform to connect individuals and influence change in ways that were unthinkable only a short time ago. In Twitter for Good, Claire Diaz Ortiz, Twitter's head of corporate social innovation and philanthropy, shares the same strategies she offers to organizations launching cause-based campaigns. Filled with dynamic examples from initiatives around the world, this groundbreaking book offers practical guidelines for harnessing individual activism via Twitter as a force for social change. Reveals why every organization needs a dedicated Twitter strategy and explains how to set one Introduces the five-step model taught at trainings around the world: T.W.E.E.T. (Target, Write, Engage, Explore, Track) Author @claired is the head of corporate social innovation and philanthropy at Twitter, collaborating with organizations like Nike, Pepsi, MTV, the American Red Cross, charity:water, Room to Read, the Gates Foundation, the Skoll Foundation, the Case Foundation, National Wildlife Federation, Kiva, the United Nations, Free the Children, Committee to Protect Journalists, Partners in Health, FEMA, Ushahidi, The Acumen Fund With more than 200 million users worldwide, Twitter has established itself as a dynamic force, one that every business and nonprofit must understand how to use effectively.
All Boys Aren't Blue
Author: George M. Johnson
Publisher: Farrar, Straus and Giroux (BYR)
ISBN: 0374312729
Category : Young Adult Nonfiction
Languages : en
Pages : 191
Book Description
In a series of personal essays, prominent journalist and LGBTQIA+ activist George M. Johnson's All Boys Aren't Blue explores their childhood, adolescence, and college years in New Jersey and Virginia. A New York Times Bestseller! Good Morning America, NBC Nightly News, Today Show, and MSNBC feature stories From the memories of getting his teeth kicked out by bullies at age five, to flea marketing with his loving grandmother, to his first sexual relationships, this young-adult memoir weaves together the trials and triumphs faced by Black queer boys. Both a primer for teens eager to be allies as well as a reassuring testimony for young queer men of color, All Boys Aren't Blue covers topics such as gender identity, toxic masculinity, brotherhood, family, structural marginalization, consent, and Black joy. Johnson's emotionally frank style of writing will appeal directly to young adults. (Johnson used he/him pronouns at the time of publication.) Velshi Banned Book Club Indie Bestseller Teen Vogue Recommended Read Buzzfeed Recommended Read People Magazine Best Book of the Summer A New York Library Best Book of 2020 A Chicago Public Library Best Book of 2020 ... and more!
Publisher: Farrar, Straus and Giroux (BYR)
ISBN: 0374312729
Category : Young Adult Nonfiction
Languages : en
Pages : 191
Book Description
In a series of personal essays, prominent journalist and LGBTQIA+ activist George M. Johnson's All Boys Aren't Blue explores their childhood, adolescence, and college years in New Jersey and Virginia. A New York Times Bestseller! Good Morning America, NBC Nightly News, Today Show, and MSNBC feature stories From the memories of getting his teeth kicked out by bullies at age five, to flea marketing with his loving grandmother, to his first sexual relationships, this young-adult memoir weaves together the trials and triumphs faced by Black queer boys. Both a primer for teens eager to be allies as well as a reassuring testimony for young queer men of color, All Boys Aren't Blue covers topics such as gender identity, toxic masculinity, brotherhood, family, structural marginalization, consent, and Black joy. Johnson's emotionally frank style of writing will appeal directly to young adults. (Johnson used he/him pronouns at the time of publication.) Velshi Banned Book Club Indie Bestseller Teen Vogue Recommended Read Buzzfeed Recommended Read People Magazine Best Book of the Summer A New York Library Best Book of 2020 A Chicago Public Library Best Book of 2020 ... and more!
Both Sides Now
Author: Peyton Thomas
Publisher: Penguin
ISBN: 0735269769
Category : Young Adult Fiction
Languages : en
Pages : 255
Book Description
A witty and warm-hearted novel about a trans teen finding his place in the world perfect for fans of Red, White and Royal Blue There’s only one thing standing between Finch Kelly and a full-blown case of high school senioritis: the National Speech & Debate Tournament. Taking home the gold would not only be the pinnacle of Finch’s debating career, but the perfect way to launch himself into his next chapter: college in Washington, DC, and a history-making career as the first trans congressman. What could possibly go wrong? Well, for starters, Finch could develop a teeny tiny crush on his very attractive, very taken, and very gay debate partner, Jonah. Never mind that Finch has never considered whether he’s interested in more than just girls. And that dream of college in DC? Finch hasn’t exactly been accepted anywhere yet, let alone received the full-ride scholarship he’ll need to make this dream a reality. Worst of all, though, is this year’s topic for Nationals: transgender rights. If he wants to cinch the gold, and get into college, Finch might have to argue against his own humanity. People say there are two sides to every argument. But, as Finch is about to discover, some things—like who you are and who you love—are not up for debate.
Publisher: Penguin
ISBN: 0735269769
Category : Young Adult Fiction
Languages : en
Pages : 255
Book Description
A witty and warm-hearted novel about a trans teen finding his place in the world perfect for fans of Red, White and Royal Blue There’s only one thing standing between Finch Kelly and a full-blown case of high school senioritis: the National Speech & Debate Tournament. Taking home the gold would not only be the pinnacle of Finch’s debating career, but the perfect way to launch himself into his next chapter: college in Washington, DC, and a history-making career as the first trans congressman. What could possibly go wrong? Well, for starters, Finch could develop a teeny tiny crush on his very attractive, very taken, and very gay debate partner, Jonah. Never mind that Finch has never considered whether he’s interested in more than just girls. And that dream of college in DC? Finch hasn’t exactly been accepted anywhere yet, let alone received the full-ride scholarship he’ll need to make this dream a reality. Worst of all, though, is this year’s topic for Nationals: transgender rights. If he wants to cinch the gold, and get into college, Finch might have to argue against his own humanity. People say there are two sides to every argument. But, as Finch is about to discover, some things—like who you are and who you love—are not up for debate.
When We Do Harm
Author: Danielle Ofri, MD
Publisher: Beacon Press
ISBN: 0807037885
Category : Medical
Languages : en
Pages : 274
Book Description
Medical mistakes are more pervasive than we think. How can we improve outcomes? An acclaimed MD’s rich stories and research explore patient safety. Patients enter the medical system with faith that they will receive the best care possible, so when things go wrong, it’s a profound and painful breach. Medical science has made enormous strides in decreasing mortality and suffering, but there’s no doubt that treatment can also cause harm, a significant portion of which is preventable. In When We Do Harm, practicing physician and acclaimed author Danielle Ofri places the issues of medical error and patient safety front and center in our national healthcare conversation. Drawing on current research, professional experience, and extensive interviews with nurses, physicians, administrators, researchers, patients, and families, Dr. Ofri explores the diagnostic, systemic, and cognitive causes of medical error. She advocates for strategic use of concrete safety interventions such as checklists and improvements to the electronic medical record, but focuses on the full-scale cultural and cognitive shifts required to make a meaningful dent in medical error. Woven throughout the book are the powerfully human stories that Dr. Ofri is renowned for. The errors she dissects range from the hardly noticeable missteps to the harrowing medical cataclysms. While our healthcare system is—and always will be—imperfect, Dr. Ofri argues that it is possible to minimize preventable harms, and that this should be the galvanizing issue of current medical discourse.
Publisher: Beacon Press
ISBN: 0807037885
Category : Medical
Languages : en
Pages : 274
Book Description
Medical mistakes are more pervasive than we think. How can we improve outcomes? An acclaimed MD’s rich stories and research explore patient safety. Patients enter the medical system with faith that they will receive the best care possible, so when things go wrong, it’s a profound and painful breach. Medical science has made enormous strides in decreasing mortality and suffering, but there’s no doubt that treatment can also cause harm, a significant portion of which is preventable. In When We Do Harm, practicing physician and acclaimed author Danielle Ofri places the issues of medical error and patient safety front and center in our national healthcare conversation. Drawing on current research, professional experience, and extensive interviews with nurses, physicians, administrators, researchers, patients, and families, Dr. Ofri explores the diagnostic, systemic, and cognitive causes of medical error. She advocates for strategic use of concrete safety interventions such as checklists and improvements to the electronic medical record, but focuses on the full-scale cultural and cognitive shifts required to make a meaningful dent in medical error. Woven throughout the book are the powerfully human stories that Dr. Ofri is renowned for. The errors she dissects range from the hardly noticeable missteps to the harrowing medical cataclysms. While our healthcare system is—and always will be—imperfect, Dr. Ofri argues that it is possible to minimize preventable harms, and that this should be the galvanizing issue of current medical discourse.
Fake Accounts
Author: Lauren Oyler
Publisher: Catapult
ISBN: 1646221249
Category : Fiction
Languages : en
Pages : 273
Book Description
A NATIONAL BESTSELLER * A NEW YORK TIMES BOOK REVIEW EDITORS’ CHOICE * A WASHINGTON POST BEST BOOK OF THE YEAR "An invigorating work, deadly precise in its skewering of people, places and things . . . Stylish, despairing and very funny, Fake Accounts . . . adroitly maps the dwindling gap between the individual and the world." —Katie Kitamura, The New York Times Book Review A woman in a tailspin discovers that her boyfriend is an anonymous online conspiracy theorist in this “absolutely brilliant take on the bizarre and despicable ways the internet has warped our perception of reality” (Elle, One of the Most Anticipated Books of the Year). On the eve of Donald Trump's inauguration, a young woman snoops through her boyfriend's phone and makes a startling discovery: he's an anonymous internet conspiracy theorist, and a popular one at that. Already fluent in internet fakery, irony, and outrage, she's not exactly shocked by the revelation. Actually, she's relieved--he was always a little distant--and she plots to end their floundering relationship while on a trip to the Women's March in DC. But this is only the first in a series of bizarre twists that expose a world whose truths are shaped by online lies. Suddenly left with no reason to stay in New York and increasingly alienated from her friends and colleagues, our unnamed narrator flees to Berlin, embarking on her own cycles of manipulation in the deceptive spaces of her daily life, from dating apps to expat meetups, open-plan offices to bureaucratic waiting rooms. She begins to think she can't trust anyone--shouldn't the feeling be mutual? Narrated with seductive confidence and subversive wit, Fake Accounts challenges the way current conversations about the self and community, delusions and gaslighting, and fiction and reality play out in the internet age.
Publisher: Catapult
ISBN: 1646221249
Category : Fiction
Languages : en
Pages : 273
Book Description
A NATIONAL BESTSELLER * A NEW YORK TIMES BOOK REVIEW EDITORS’ CHOICE * A WASHINGTON POST BEST BOOK OF THE YEAR "An invigorating work, deadly precise in its skewering of people, places and things . . . Stylish, despairing and very funny, Fake Accounts . . . adroitly maps the dwindling gap between the individual and the world." —Katie Kitamura, The New York Times Book Review A woman in a tailspin discovers that her boyfriend is an anonymous online conspiracy theorist in this “absolutely brilliant take on the bizarre and despicable ways the internet has warped our perception of reality” (Elle, One of the Most Anticipated Books of the Year). On the eve of Donald Trump's inauguration, a young woman snoops through her boyfriend's phone and makes a startling discovery: he's an anonymous internet conspiracy theorist, and a popular one at that. Already fluent in internet fakery, irony, and outrage, she's not exactly shocked by the revelation. Actually, she's relieved--he was always a little distant--and she plots to end their floundering relationship while on a trip to the Women's March in DC. But this is only the first in a series of bizarre twists that expose a world whose truths are shaped by online lies. Suddenly left with no reason to stay in New York and increasingly alienated from her friends and colleagues, our unnamed narrator flees to Berlin, embarking on her own cycles of manipulation in the deceptive spaces of her daily life, from dating apps to expat meetups, open-plan offices to bureaucratic waiting rooms. She begins to think she can't trust anyone--shouldn't the feeling be mutual? Narrated with seductive confidence and subversive wit, Fake Accounts challenges the way current conversations about the self and community, delusions and gaslighting, and fiction and reality play out in the internet age.
Author: Jean Burgess
Publisher: NYU Press
ISBN: 1479811068
Category : Social Science
Languages : en
Pages : 152
Book Description
The sometimes surprising, often humorous story of the forces that came together to shape the central role Twitter now plays in contemporary politics and culture Is Twitter a place for sociability and conversation, a platform for public broadcasting, or a network for discussion? Digital platforms have become influential in every sphere of communication, from the intimate and everyday to the public, professional, and political. Since the scrappy startup days of social media in the mid-2000s, not only has the worldwide importance of platforms grown exponentially, but also their cultures have shifted dramatically, in a variety of directions. These changes have brought new opportunities for progressive communities to thrive online, as well as widespread problems with commercial exploitation, disinformation, and hate speech. Twitter’s growth over the past decade, like that of much social media, has far surpassed its creators’ vision. Twitter charts this trajectory in the format of a platform biography: a new, streamlined approach to understanding how platforms change over time. Through the often surprising, fast-moving story of Twitter, it illuminates the multiple forces—from politics and business to digital ideologies—that came together to shape the evolution of this revolutionary platform. Jean Burgess and Nancy K. Baym build a rich narrative of how Twitter has evolved as a technology, a company, and a culture, from its origins as a personal messaging service to its transformation into one of the most globally influential social media platforms, where history and culture is not only recorded but written in real time.
Publisher: NYU Press
ISBN: 1479811068
Category : Social Science
Languages : en
Pages : 152
Book Description
The sometimes surprising, often humorous story of the forces that came together to shape the central role Twitter now plays in contemporary politics and culture Is Twitter a place for sociability and conversation, a platform for public broadcasting, or a network for discussion? Digital platforms have become influential in every sphere of communication, from the intimate and everyday to the public, professional, and political. Since the scrappy startup days of social media in the mid-2000s, not only has the worldwide importance of platforms grown exponentially, but also their cultures have shifted dramatically, in a variety of directions. These changes have brought new opportunities for progressive communities to thrive online, as well as widespread problems with commercial exploitation, disinformation, and hate speech. Twitter’s growth over the past decade, like that of much social media, has far surpassed its creators’ vision. Twitter charts this trajectory in the format of a platform biography: a new, streamlined approach to understanding how platforms change over time. Through the often surprising, fast-moving story of Twitter, it illuminates the multiple forces—from politics and business to digital ideologies—that came together to shape the evolution of this revolutionary platform. Jean Burgess and Nancy K. Baym build a rich narrative of how Twitter has evolved as a technology, a company, and a culture, from its origins as a personal messaging service to its transformation into one of the most globally influential social media platforms, where history and culture is not only recorded but written in real time.
The Twitter Book
Author: Tim O'Reilly
Publisher: "O'Reilly Media, Inc."
ISBN: 1449318967
Category : Computers
Languages : en
Pages : 259
Book Description
Twitter is not just for talking about your breakfast anymore. It’s become an indispensable communications tool for businesses, non-profits, celebrities, and people around the globe. With the second edition of this friendly, full-color guide, you’ll quickly get up to speed not only on standard features, but also on new options and nuanced uses that will help you tweet with confidence. Co-written by two widely recognized Twitter experts, The Twitter Book is packed with all-new real-world examples, solid advice, and clear explanations guaranteed to turn you into a power user. Use Twitter to connect with colleagues, customers, family, and friends Stand out on Twitter Avoid common gaffes and pitfalls Build a critical communications channel with Twitter—and use the best third-party tools to manage it. Want to learn how to use Twitter like a pro? Get the book that readers and critics alike rave about.
Publisher: "O'Reilly Media, Inc."
ISBN: 1449318967
Category : Computers
Languages : en
Pages : 259
Book Description
Twitter is not just for talking about your breakfast anymore. It’s become an indispensable communications tool for businesses, non-profits, celebrities, and people around the globe. With the second edition of this friendly, full-color guide, you’ll quickly get up to speed not only on standard features, but also on new options and nuanced uses that will help you tweet with confidence. Co-written by two widely recognized Twitter experts, The Twitter Book is packed with all-new real-world examples, solid advice, and clear explanations guaranteed to turn you into a power user. Use Twitter to connect with colleagues, customers, family, and friends Stand out on Twitter Avoid common gaffes and pitfalls Build a critical communications channel with Twitter—and use the best third-party tools to manage it. Want to learn how to use Twitter like a pro? Get the book that readers and critics alike rave about.
You Are What You Tweet
Author: Germany Kent
Publisher: Star Stone Press, LLC
ISBN: 099614689X
Category : Computers
Languages : en
Pages : 300
Book Description
You Are What You Tweet is a cheerfully optimistic book filled with humor and strategies that will help you become Twitter-savvy. This inspiring book serves as far more than a guide to finding your niche on Twitter. It also gives you the tools you need to master this remarkable communication tool and connect with intriguing people around the world. This inspiring, encouraging book will teach you how adapting a new mindset and using positivity can propel you to becoming influential on social media and greatly enhance your own life. You Are What You Tweet teaches you how to engage your audience with quality content, making it nearly a prerequisite for you to be in the right state of mind. After reading this book, you'll learn how, surprisingly, Twitter can help you to find yourself and feel supported to be who you are.
Publisher: Star Stone Press, LLC
ISBN: 099614689X
Category : Computers
Languages : en
Pages : 300
Book Description
You Are What You Tweet is a cheerfully optimistic book filled with humor and strategies that will help you become Twitter-savvy. This inspiring book serves as far more than a guide to finding your niche on Twitter. It also gives you the tools you need to master this remarkable communication tool and connect with intriguing people around the world. This inspiring, encouraging book will teach you how adapting a new mindset and using positivity can propel you to becoming influential on social media and greatly enhance your own life. You Are What You Tweet teaches you how to engage your audience with quality content, making it nearly a prerequisite for you to be in the right state of mind. After reading this book, you'll learn how, surprisingly, Twitter can help you to find yourself and feel supported to be who you are.
Machine Learning with PyTorch and Scikit-Learn
Author: Sebastian Raschka
Publisher: Packt Publishing Ltd
ISBN: 1801816387
Category : Computers
Languages : en
Pages : 775
Book Description
This book of the bestselling and widely acclaimed Python Machine Learning series is a comprehensive guide to machine and deep learning using PyTorch s simple to code framework. Purchase of the print or Kindle book includes a free eBook in PDF format. Key Features Learn applied machine learning with a solid foundation in theory Clear, intuitive explanations take you deep into the theory and practice of Python machine learning Fully updated and expanded to cover PyTorch, transformers, XGBoost, graph neural networks, and best practices Book DescriptionMachine Learning with PyTorch and Scikit-Learn is a comprehensive guide to machine learning and deep learning with PyTorch. It acts as both a step-by-step tutorial and a reference you'll keep coming back to as you build your machine learning systems. Packed with clear explanations, visualizations, and examples, the book covers all the essential machine learning techniques in depth. While some books teach you only to follow instructions, with this machine learning book, we teach the principles allowing you to build models and applications for yourself. Why PyTorch? PyTorch is the Pythonic way to learn machine learning, making it easier to learn and simpler to code with. This book explains the essential parts of PyTorch and how to create models using popular libraries, such as PyTorch Lightning and PyTorch Geometric. You will also learn about generative adversarial networks (GANs) for generating new data and training intelligent agents with reinforcement learning. Finally, this new edition is expanded to cover the latest trends in deep learning, including graph neural networks and large-scale transformers used for natural language processing (NLP). This PyTorch book is your companion to machine learning with Python, whether you're a Python developer new to machine learning or want to deepen your knowledge of the latest developments.What you will learn Explore frameworks, models, and techniques for machines to learn from data Use scikit-learn for machine learning and PyTorch for deep learning Train machine learning classifiers on images, text, and more Build and train neural networks, transformers, and boosting algorithms Discover best practices for evaluating and tuning models Predict continuous target outcomes using regression analysis Dig deeper into textual and social media data using sentiment analysis Who this book is for If you have a good grasp of Python basics and want to start learning about machine learning and deep learning, then this is the book for you. This is an essential resource written for developers and data scientists who want to create practical machine learning and deep learning applications using scikit-learn and PyTorch. Before you get started with this book, you’ll need a good understanding of calculus, as well as linear algebra.
Publisher: Packt Publishing Ltd
ISBN: 1801816387
Category : Computers
Languages : en
Pages : 775
Book Description
This book of the bestselling and widely acclaimed Python Machine Learning series is a comprehensive guide to machine and deep learning using PyTorch s simple to code framework. Purchase of the print or Kindle book includes a free eBook in PDF format. Key Features Learn applied machine learning with a solid foundation in theory Clear, intuitive explanations take you deep into the theory and practice of Python machine learning Fully updated and expanded to cover PyTorch, transformers, XGBoost, graph neural networks, and best practices Book DescriptionMachine Learning with PyTorch and Scikit-Learn is a comprehensive guide to machine learning and deep learning with PyTorch. It acts as both a step-by-step tutorial and a reference you'll keep coming back to as you build your machine learning systems. Packed with clear explanations, visualizations, and examples, the book covers all the essential machine learning techniques in depth. While some books teach you only to follow instructions, with this machine learning book, we teach the principles allowing you to build models and applications for yourself. Why PyTorch? PyTorch is the Pythonic way to learn machine learning, making it easier to learn and simpler to code with. This book explains the essential parts of PyTorch and how to create models using popular libraries, such as PyTorch Lightning and PyTorch Geometric. You will also learn about generative adversarial networks (GANs) for generating new data and training intelligent agents with reinforcement learning. Finally, this new edition is expanded to cover the latest trends in deep learning, including graph neural networks and large-scale transformers used for natural language processing (NLP). This PyTorch book is your companion to machine learning with Python, whether you're a Python developer new to machine learning or want to deepen your knowledge of the latest developments.What you will learn Explore frameworks, models, and techniques for machines to learn from data Use scikit-learn for machine learning and PyTorch for deep learning Train machine learning classifiers on images, text, and more Build and train neural networks, transformers, and boosting algorithms Discover best practices for evaluating and tuning models Predict continuous target outcomes using regression analysis Dig deeper into textual and social media data using sentiment analysis Who this book is for If you have a good grasp of Python basics and want to start learning about machine learning and deep learning, then this is the book for you. This is an essential resource written for developers and data scientists who want to create practical machine learning and deep learning applications using scikit-learn and PyTorch. Before you get started with this book, you’ll need a good understanding of calculus, as well as linear algebra.