Now that machine learning is thriving, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn how to use a range of techniques, starting with simple Linear Regression and progressing to Deep Neural Networks. If you have some programming experience and you’re ready to code a machine learning project, this guide is for you.This hands-on book shows you how to use:Scikit-Learn, an accessible framework that implements many algorithms efficiently and serves as a great machine learning entry pointTensorFlow, a more complex library for distributed numerical computation, ideal for training and running very large neural networksPractical code examples that you can apply without learning excessive machine learning theory or algorithm details

    This latest title is packed with information on how to overcome anxiety and what keeps people in the loop. The book will cut out all the jargon and give you a clear perspective on how to overcome all of your anxiety and panic issues. In this book you won’t find a list of techniques, rules or methods, as you don’t need them. I am sure you have tried enough of these and still found little relief. Techniques, rules and methods usually take effort and are mostly built on suppression of feelings, which is the complete wrong approach. Anxiety is your mind and body’s way of telling you that you are already overdoing it with effort, both mentally and physically, so the last thing you want is to add more effort. If you want to free yourself from the prison you currently find yourself in and rediscover the true you, then this book will finally give you all the answers you need. Contents:Chapter 1: You are not broken 12 Chapter 2: Letting go of crutches 23 Chapter 3: Anxiety backpack 29 Chapter 4: What is the need for fear and anxiety 41 Chapter 5: Struggling with thoughts 48 Chapter 6: The inner critic 61 Chapter 7: Overworking the mind 67Chapter 8: Avoiding anxiety 78 Chapter 9: Resistance only increases suffering 83Chapter 10: Our obsession with worry 88 Chapter 10: Setbacks 92 Chapter 11: Other people’s success stories 98 Chapter 12: Q & A section 126 Chapter 11: Social anxiety 138 Chapter 12: Anxiety loop 143Chapter 13: Living without stress 148Chapter 14: Summing up 151

    But it's not cool to talk like a geek. Even a Geek Can Speak shows anyone how to express complex ideas in ways that are simple, that connect with listeners, and that persuade. Focusing Your Message: One internet security executive won over non-technical business owners by focusing on the importance of internet security to the business world. Result: Listeners said - I'm buying that stock.Keeping it Simple: A software consultant steered clear of the technical details when pitching to a CEO and focused on three key points: saving money, security and competitiveness. Result: He won the business.Telling Stories: A telecommunications saleswoman spoke to a users' group and illustrated her points with stories, rather than dwelling too much in detail. Result: A jump in new orders.Not Looking Like a Geek: An internet executive learned to connect with his audience merely by energizing his voice. Result: He received praise unlike any he'd received before.

    Out of sheer necessity, he developed a method called the Bullet Journal that helped him become consistently focused and effective. When he started sharing his system with friends who faced similar challenges, it went viral. Just a few years later, to his astonishment, Bullet Journaling is a global movement. The Bullet Journal Method is about much more than organizing your notes and to-do lists. It's about what Carroll calls "intentional living:" weeding out distractions and focusing your time and energy in pursuit of what's truly meaningful, in both your work and your personal life. It's about spending more time with what you care about, by working on fewer things. His new book shows you how to... • Track the past: Using nothing more than a pen and paper, create a clear and comprehensive record of your thoughts. • Order the present: Find daily calm by tackling your to-do list in a more mindful, systematic, and productive way. • Design the future: Transform your vague curiosities into meaningful goals, and then break those goals into manageable action steps that lead to big change. Carroll wrote this book for frustrated list-makers, overwhelmed multitaskers, and creatives who need some structure. Whether you've used a Bullet Journal for years or have never seen one before, The Bullet Journal Method will help you go from passenger to pilot of your own life.

    Updated throughout to reflect the profound impact of e-reading and digital resources on the contemporary study of literature, the book also now includes a wider range of international examples to reflect the growing field of world literature.Providing a complete guide to studying the novel in one easy-to-read volume, the book covers:· The form of the novel· The history of the novel, from its earliest days to new electronic forms· Realism, modernism and postmodernism· Analysing fiction: narrative, character, structure, theme and dialogue· Critical approaches to studying the novel· Practical guidance on critical reading, secondary criticism, electronic resources and essay writing· Versions and adaptationsStudying the Novel also includes a number of features to help readers navigate the book and find key information quickly, including chapter summaries throughout, a comprehensive glossary of terms and an historical timeline on the development of the novel, while annotated guides to further reading and discussion questions help students master the topics covered.

    Our eyes play tricks on us; our stories change in the retelling; and most of us are fairly sure we’re way above average. In Why We Make Mistakes, journalist Joseph T. Hallinan sets out to explore the science of human error—how we think, see, remember, and forget, and how this sets us up for wholly irresistible mistakes.In his quest to understand our imperfections, Hallinan delves into psychology, neuroscience, and economics, with forays into aviation, consumer behavior, geography, football, stock picking, and more. He discovers that some of the same qualities that make us efficient also make us error prone. Why We Make Mistakes is enlivened by real-life stories--of weathermen whose predictions are uncannily accurate and a witness who sent an innocent man to jail--and offers valuable advice, such as how to remember where you’ve hidden something important. He explains why multitasking is a bad idea, why men make errors women don’t. This book will open your eyes to the reasons behind your mistakes and have you vowing to do better the next time.

    This book may have occasional imperfections such as missing or blurred pages, poor pictures, errant marks, etc. that were either part of the original artifact, or were introduced by the scanning process. We believe this work is culturally important, and despite the imperfections, have elected to bring it back into print as part of our continuing commitment to the preservation of printed works worldwide. We appreciate your understanding of the imperfections in the preservation process, and hope you enjoy this valuable book.

    'Asking the Right Questions' helps students bridge the gap between simply memorising or blindly accepting information, and the greater challenge of critical analysis and synthesis.

    man or woman... no matter how poor your education may be today!It makes no difference how badly you did in school as a child... how difficult it is for you to concentrate today... how poor your memory may be... how much a prisoner you are of crippling mental habits... how impossible it may seem to you today that YOU could read an entire book in as little as half an hour -That YOU could flash through business and financial problems that leave your friends stopped cold - that YOU could hold an entire roomful of people ABSOLUTELY SPELLBOUND BY THE POWER OF YOUR IMAGINATION, YOUR UNDERSTANDING, YOUR ABILITY TO TRANSMIT THE SPOKEN WORD! What's The Secret? It's As Simple As This - I believe that you can perform every one of these accomplishments - and more - far easier and faster than you've ever dreamed - because of this one simple fact: I believe that your mind is working today at only HALF of its true power - simply because no one has ever shown you the right way to make every book, every article, every subject you ever wish to learn HALF TEACH ITSELF! What are some benefits you can expect when you follow this program Effortlessly remember important dates, appointments, meetings and schedules weeks, months or even years ahead without missing a single one! Make other people "Hang On Your Every Word!" Develop a perfect, computer-like memory in just 5 minutes a day! Quickly and easily double or even triple your reading speed Breeze through any test or exam Develop unbreakable concentration and focus Never experience social awkwardness or anxiety again Skyrocket Your Vocabulary - In Minutes! What will you learn? Discover advanced techniques from psychology to become a master at any skill or subject Simple methods that allow you to nail down tough information or complex concepts quickly and easily What you can do to eliminate procrastination, minimize distractions, avoid interruptions, keep your mind focused and concentrate longer, even during challenging or stressful situations Step-by-step easy-to-understand methods for turning even the worst memory into a powerful one. How to use what you learn to become SUCCESSFUL in your business and enjoy all of the benefits How you can dazzle your friends and fellow workers with your ability to absorb facts like a sponge And much, much more Final Words: This is NOT a textbook! NOT a study manual

    The text includes full-length selections as well as student essays.

    Whether you’re deciding which smart phone to purchase or which politician to believe, you think you are a rational being whose every decision is based on cool, detached logic, but here’s the truth: You are not so smart. You’re just as deluded as the rest of us--but that’s okay, because being deluded is part of being human. Growing out of David McRaney’s popular blog, You Are Not So Smart reveals that every decision we make, every thought we contemplate, and every emotion we feel comes with a story we tell ourselves to explain them, but often these stories aren’t true. Each short chapter--covering topics such as Learned Helplessness, Selling Out, and the Illusion of Transparency--is like a psychology course with all the boring parts taken out.Bringing together popular science and psychology with humor and wit, You Are Not So Smart is a celebration of our irrational, thoroughly human behavior.

    The beginning chapters introduce basic chemical and biological concepts to provide students with the framework they need to comprehend physiological principles. The chapters that follow promote conceptual understanding rather than rote memorization of facts. Health applications are included throughout the book to heighten interest, deepen understanding of physiological concepts, and help students relate the material to their individual career goals. Every effort has been made to help students integrate related concepts and understand the relationships between anatomical structures and their functions.

    A brilliant display of erudition, wit, and wisdom, his exploration of how great European writers from Homer to Virginia Woolf depicted reality has taught generations how to read Western literature. This new expanded edition includes a substantial essay in introduction by Edward Said as well as an essay, never before translated into English, in which Auerbach responds to his critics.A German Jew, Auerbach was forced out of his professorship at the University of Marburg in 1935. He left for Turkey, where he taught at the state university in Istanbul. There he wrote "Mimesis," publishing it in German after the end of the war. Displaced as he was, Auerbach produced a work of great erudition that contains no footnotes, basing his arguments instead on searching, illuminating readings of key passages from his primary texts. His aim was to show how from antiquity to the twentieth century literature progressed toward ever more naturalistic and democratic forms of representation. This essentially optimistic view of European history now appears as a defensive--and impassioned--response to the inhumanity he saw in the Third Reich. Ranging over works in Greek, Latin, Spanish, French, Italian, German, and English, Auerbach used his remarkable skills in philology and comparative literature to refute any narrow form of nationalism or chauvinism, in his own day and ours. For many readers, both inside and outside the academy, "Mimesis" is among the finest works of literary criticism ever written.

    'Best Book in 'How To' Category 20165 Star award Winning Seal from Readers' Favorite.How to Write a Simple Book Review; it's easier than you think.By International Bestselling British Author Allyson R. AbbottHave you ever wondered how to write a book review? Where to begin or how long it needs to be?Has it ever occurred to you that even negative reviews may be helpful to authors?Are there different types of reviews? Where can you get tips for reviewing a book? Do you wish writing a review was easy?With this book it is. Sharing your opinion with people who want to hear it is fun. Your reviews help fellow readers find out if a book is worth their time and money. Authors appreciate the recognition of a review, no matter how long, and the insight of a review can show them where they need to improve. 'Writing a Simple Book Review; it's easier than you think!' holds these answers and more. You can start writing book reviews today; even if it is only a few words.What the buyers say (Verified Purchases)5 star"What Abbott does is teach you...yes, she teaches you to write a one-word review and proceed on to another word, a sentence, and then another sentence...until you have a full paragraph! Let's face it, no matter what you, the reader, is interested in, there is going to be a book about it to enjoy or learn from. Why not take a few minutes to thank the writer of that book as soon as you have finished reading." Glenda Amazon Reviewer January 30, 20165 star"How to Write a Simple Book Review is a wonderful, concise book to do just that, write a book review, for beginners or those wanting to improve their review skills. The book has formal, semi-formal, and informal guidelines. Templates are great! Star guide lines and how to vary it to suit yourself. Lots of tips and techniques. Lists of reviewer links and pages to encourage interaction. I thought it was a great book!" Kindle Customer December 31, 20155 starAbbott's book about providing book reviews motivated me to write this first Amazon book review. So mission accomplished! I rely heavily on book reviews to decide which books to invest my time due to a year 2016 resolution to not waste unnecessary time on books that I dislike. Therefore, writing book reviews is my way of paying the favour forward.I love that Abbott invested a great proportion of the book on reassuring that there is no fixed format for books. The persuasion is extremely subtle and plods the reader along in a non-intrusive manner. However for those readers who require further structure, she highlights further discrepancies between the different types of reviews (literary criticism, book report and book review). Further guidelines and template act as further handholds to ease the newbies into the role.Naturally, I recommend this to all readers who are beginners to reviewing books. However it might not be suitable for more experienced reviewers who are looking for something to distinguish their reviews from others. Bubbsykat August 1, 2016

    It begins with an overview of film production, moves on to a consideration of the formal elements and techniques, covers film criticism and concludes with a brief section highlighting the key moments in film history. Illustrated with over 500 frame enlargements, many in colour, "Film Art" has been updated to include analysis of some of the most interesting films of recent years including "Raging Bull" and "Desperately Seeking Susan".