Telecharger Pdf:

Telecharger Reverse Logistics Pdf

Telecharger Reverse Logistics Pdf. Ce sont les livres pour ceux qui cherchent à lire le Telecharger Reverse Logistics Pdf, à lire ou à télécharger des livres Pdf / ePub et certains auteurs peuvent avoir désactivé la lecture en direct.Vérifiez le livre s'il est disponible pour votre pays et si l'utilisateur déjà abonné aura accès à tous les livres gratuits de la bibliothèque.

Machine Learning in Action

Telecharger pdf Machine Learning in Action

Summary Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools ...

  • L'auteur : ,
  • Editeur: Simon and Schuster
  • ISBN: 1638352453
  • Genre: Computers
  • Nombre de pages: 384
  • Langue: French/English
  • Vues: 840
  • Telecharger: 840
  • GET EBOOK

Détails: Summary Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You'll use the flexible Python programming language to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification. About the Book A machine is said to learn when its performance improves with experience. Learning requires algorithms and programs that capture data and ferret out the interestingor useful patterns. Once the specialized domain of analysts and mathematicians, machine learning is becoming a skill needed by many. Machine Learning in Action is a clearly written tutorial for developers. It avoids academic language and takes you straight to the techniques you'll use in your day-to-day work. Many (Python) examples present the core algorithms of statistical data processing, data analysis, and data visualization in code you can reuse. You'll understand the concepts and how they fit in with tactical tasks like classification, forecasting, recommendations, and higher-level features like summarization and simplification. Readers need no prior experience with machine learning or statistical processing. Familiarity with Python is helpful. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book. What's Inside A no-nonsense introduction Examples showing common ML tasks Everyday data analysis Implementing classic algorithms like Apriori and Adaboos Table of Contents PART 1 CLASSIFICATION Machine learning basics Classifying with k-Nearest Neighbors Splitting datasets one feature at a time: decision trees Classifying with probability theory: naïve Bayes Logistic regression Support vector machines Improving classification with the AdaBoost meta algorithm PART 2 FORECASTING NUMERIC VALUES WITH REGRESSION Predicting numeric values: regression Tree-based regression PART 3 UNSUPERVISED LEARNING Grouping unlabeled items using k-means clustering Association analysis with the Apriori algorithm Efficiently finding frequent itemsets with FP-growth PART 4 ADDITIONAL TOOLS Using principal component analysis to simplify data Simplifying data with the singular value decomposition Big data and MapReduce


Sprint

Telecharger pdf Sprint

NEW YORK TIMES BESTSELLER WALL STREET JOURNAL BESTSELLER “Sprint offers a transformative formula for testing ideas that works whether you’re at a start ...

  • L'auteur : Jake Knapp,John Zeratsky,Braden Kowitz
  • Editeur: Simon and Schuster
  • ISBN: 1501121774
  • Genre: Business & Economics
  • Nombre de pages: 288
  • Langue: French/English
  • Vues: 755
  • Telecharger: 755
  • DOWNLOAD

Détails: NEW YORK TIMES BESTSELLER WALL STREET JOURNAL BESTSELLER “Sprint offers a transformative formula for testing ideas that works whether you’re at a startup or a large organization. Within five days, you’ll move from idea to prototype to decision, saving you and your team countless hours and countless dollars. A must read for entrepreneurs of all stripes.” —Eric Ries, author of The Lean Startup From three partners at Google Ventures, a unique five-day process for solving tough problems, proven at more than a hundred companies. Entrepreneurs and leaders face big questions every day: What’s the most important place to focus your effort, and how do you start? What will your idea look like in real life? How many meetings and discussions does it take before you can be sure you have the right solution? Now there’s a surefire way to answer these important questions: the sprint. Designer Jake Knapp created the five-day process at Google, where sprints were used on everything from Google Search to Google X. He joined Braden Kowitz and John Zeratsky at Google Ventures, and together they have completed more than a hundred sprints with companies in mobile, e-commerce, healthcare, finance, and more. A practical guide to answering critical business questions, Sprint is a book for teams of any size, from small startups to Fortune 100s, from teachers to nonprofits. It’s for anyone with a big opportunity, problem, or idea who needs to get answers today.


Computer Vision

Telecharger pdf Computer Vision

Computer Vision: Algorithms and Applications explores the variety of techniques commonly used to analyze and interpret images. It also describes challengin ...

  • L'auteur : Richard Szeliski
  • Editeur: Springer Science & Business Media
  • ISBN: 9781848829350
  • Genre: Computers
  • Nombre de pages: 812
  • Langue: French/English
  • Vues: 1780
  • Telecharger: 1780
  • DOWNLOAD

Détails: Computer Vision: Algorithms and Applications explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos. More than just a source of “recipes,” this exceptionally authoritative and comprehensive textbook/reference also takes a scientific approach to basic vision problems, formulating physical models of the imaging process before inverting them to produce descriptions of a scene. These problems are also analyzed using statistical models and solved using rigorous engineering techniques. Topics and features: structured to support active curricula and project-oriented courses, with tips in the Introduction for using the book in a variety of customized courses; presents exercises at the end of each chapter with a heavy emphasis on testing algorithms and containing numerous suggestions for small mid-term projects; provides additional material and more detailed mathematical topics in the Appendices, which cover linear algebra, numerical techniques, and Bayesian estimation theory; suggests additional reading at the end of each chapter, including the latest research in each sub-field, in addition to a full Bibliography at the end of the book; supplies supplementary course material for students at the associated website, http://szeliski.org/Book/. Suitable for an upper-level undergraduate or graduate-level course in computer science or engineering, this textbook focuses on basic techniques that work under real-world conditions and encourages students to push their creative boundaries. Its design and exposition also make it eminently suitable as a unique reference to the fundamental techniques and current research literature in computer vision.


The Power of Habit

Telecharger pdf The Power of Habit

Groundbreaking new research shows that by grabbing hold of the three-step "loop" all habits form in our brains--cue, routine, reward--we can change them, g ...

  • L'auteur : Charles Duhigg
  • Editeur: Doubleday Canada
  • ISBN: 0385669755
  • Genre: Social Science
  • Nombre de pages: 304
  • Langue: French/English
  • Vues: 363
  • Telecharger: 363
  • DOWNLOAD

Détails: Groundbreaking new research shows that by grabbing hold of the three-step "loop" all habits form in our brains--cue, routine, reward--we can change them, giving us the power to take control over our lives. "We are what we repeatedly do," said Aristotle. "Excellence, then, is not an act, but a habit." On the most basic level, a habit is a simple neurological loop: there is a cue (my mouth feels gross), a routine (hello, Crest), and a reward (ahhh, minty fresh). Understanding this loop is the key to exercising regularly or becoming more productive at work or tapping into reserves of creativity. Marketers, too, are learning how to exploit these loops to boost sales; CEOs and coaches are using them to change how employees work and athletes compete. As this book shows, tweaking even one habit, as long as it's the right one, can have staggering effects. In The Power of Habit, award-winning New York Times business reporter Charles Duhigg takes readers inside labs where brain scans record habits as they flourish and die; classrooms in which students learn to boost their willpower; and boardrooms where executives dream up products that tug on our deepest habitual urges. Full of compelling narratives that will appeal to fans of Michael Lewis, Jonah Lehrer, and Chip and Dan Heath, The Power of Habit contains an exhilarating argument: our most basic actions are not the product of well-considered decision making, but of habits we often do not realize exist. By harnessing this new science, we can transform our lives.


Deep Learning with Python

Telecharger pdf Deep Learning with Python

Summary Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator ...

  • L'auteur : Francois Chollet
  • Editeur: Simon and Schuster
  • ISBN: 1638352046
  • Genre: Computers
  • Nombre de pages: 384
  • Langue: French/English
  • Vues: 1442
  • Telecharger: 1442
  • DOWNLOAD

Détails: Summary Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Machine learning has made remarkable progress in recent years. We went from near-unusable speech and image recognition, to near-human accuracy. We went from machines that couldn't beat a serious Go player, to defeating a world champion. Behind this progress is deep learning—a combination of engineering advances, best practices, and theory that enables a wealth of previously impossible smart applications. About the Book Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects. What's Inside Deep learning from first principles Setting up your own deep-learning environment Image-classification models Deep learning for text and sequences Neural style transfer, text generation, and image generation About the Reader Readers need intermediate Python skills. No previous experience with Keras, TensorFlow, or machine learning is required. About the Author François Chollet works on deep learning at Google in Mountain View, CA. He is the creator of the Keras deep-learning library, as well as a contributor to the TensorFlow machine-learning framework. He also does deep-learning research, with a focus on computer vision and the application of machine learning to formal reasoning. His papers have been published at major conferences in the field, including the Conference on Computer Vision and Pattern Recognition (CVPR), the Conference and Workshop on Neural Information Processing Systems (NIPS), the International Conference on Learning Representations (ICLR), and others. Table of Contents PART 1 - FUNDAMENTALS OF DEEP LEARNING What is deep learning? Before we begin: the mathematical building blocks of neural networks Getting started with neural networks Fundamentals of machine learning PART 2 - DEEP LEARNING IN PRACTICE Deep learning for computer vision Deep learning for text and sequences Advanced deep-learning best practices Generative deep learning Conclusions appendix A - Installing Keras and its dependencies on Ubuntu appendix B - Running Jupyter notebooks on an EC2 GPU instance


Logistics & Supply Chain Management

Telecharger pdf Logistics & Supply Chain Management

The UK’s bestselling book on logistics and supply chain management – over 100,000 copies sold. Effective development and management of supply chain net ...

  • L'auteur : Martin Christopher
  • Editeur: Pearson UK
  • ISBN: 1292083824
  • Genre: Business & Economics
  • Nombre de pages: 328
  • Langue: French/English
  • Vues: 1328
  • Telecharger: 1328
  • DOWNLOAD

Détails: The UK’s bestselling book on logistics and supply chain management – over 100,000 copies sold. Effective development and management of supply chain networks helps businesses cut costs and enhance customer value. This updated 5th edition is a clear guide to all the key topics in an integrated approach to supply chains. As well as new and updated examples and case studies, there are two new chapters: Routes to Market: Many companies now have to manage multiple distribution channels - this chapter covers strategic issues on how companies “go to market” along with the cost implications of using alternative channels. Service Logistics: As companies begin to sell performance rather than physical product, this chapter explores the implications for logistics management as the need to provide higher levels of service and customer support becomes ever more critical.


Theory and Practice of Corporate Social Responsibility

Telecharger pdf Theory and Practice of Corporate Social Responsibility

Modern businesses and organizations understand that corporate social responsibility (CSR) has become an important factor for sustainable success. At the sa ...

  • L'auteur : Samuel O Idowu,Celine Louche
  • Editeur: Springer Science & Business Media
  • ISBN: 9783642164613
  • Genre: Business & Economics
  • Nombre de pages: 284
  • Langue: French/English
  • Vues: 1086
  • Telecharger: 1086
  • DOWNLOAD

Détails: Modern businesses and organizations understand that corporate social responsibility (CSR) has become an important factor for sustainable success. At the same time CSR has established itself as a widely accepted element of courses in managerial training and education. This book, designed to support CSR teaching, collects 14 essays that clearly illustrate and explain the benefits and challenges of socially responsible corporate policies. Aligning theory and practice, the book focuses on four central themes: management, environment and sustainability, corporate social responsibility, and accounting and financial reporting. Business students and experienced managers alike will find this book a valuable resource that helps them to discover the strong forces that link successful management with corporate social responsibility.


The Four

Telecharger pdf The Four

NEW YORK TIMES BESTSELLER USA TODAY BESTSELLER Amazon, Apple, Facebook, and Google are the four most influential companies on the planet. Just about everyo ...

  • L'auteur : Scott Galloway
  • Editeur: Penguin
  • ISBN: 0735213666
  • Genre: Business & Economics
  • Nombre de pages: 320
  • Langue: French/English
  • Vues: 1660
  • Telecharger: 1660
  • DOWNLOAD

Détails: NEW YORK TIMES BESTSELLER USA TODAY BESTSELLER Amazon, Apple, Facebook, and Google are the four most influential companies on the planet. Just about everyone thinks they know how they got there. Just about everyone is wrong. For all that’s been written about the Four over the last two decades, no one has captured their power and staggering success as insightfully as Scott Galloway. Instead of buying the myths these compa­nies broadcast, Galloway asks fundamental questions. How did the Four infiltrate our lives so completely that they’re almost impossible to avoid (or boycott)? Why does the stock market forgive them for sins that would destroy other firms? And as they race to become the world’s first trillion-dollar company, can anyone chal­lenge them? In the same irreverent style that has made him one of the world’s most celebrated business professors, Galloway deconstructs the strategies of the Four that lurk beneath their shiny veneers. He shows how they manipulate the fundamental emotional needs that have driven us since our ancestors lived in caves, at a speed and scope others can’t match. And he reveals how you can apply the lessons of their ascent to your own business or career. Whether you want to compete with them, do business with them, or simply live in the world they dominate, you need to understand the Four.


Dynamic Cognitive Processes

Telecharger pdf Dynamic Cognitive Processes

The conference from which this book derives took place in Tsukuba, Japan in March 2004. The fifth in a continuing series of conferences, this one was organ ...

  • L'auteur : Nobuo Ohta,Colin M. MacLeod,Bob Uttl
  • Editeur: Springer Science & Business Media
  • ISBN: 4431274316
  • Genre: Psychology
  • Nombre de pages: 397
  • Langue: French/English
  • Vues: 446
  • Telecharger: 446
  • DOWNLOAD

Détails: The conference from which this book derives took place in Tsukuba, Japan in March 2004. The fifth in a continuing series of conferences, this one was organized to examine dynamic processes in "lower order" cognition from perception to attention to memory, considering both the behavioral and the neural levels. We were fortunate to attract a terrific group of con tributors representing five countries, which resulted in an exciting confer ence and, as the reader will quickly discover, an excellent set of chapters. In Chapter 1, we will provide a sketchy "road map" to these chapters, elu cidating some of the themes that emerged at the conference. The conference itself was wonderful. We very much enjoyed the vari ety of viewpoints and issues that we all had the opportunity to grapple with. There were lively and spirited exchanges, and many chances to talk to each other about exciting new research, precisely what a good confer ence should promote. We hope that the readers of this book will have the same experience—moving from careful experimental designs in the cogni tive laboratory to neural mechanisms measured by new technologies, from the laboratory to the emergency room, from perceptual learning to changes in memory over decades, all the while squarely focusing on how best to explain cognition, not simply to measure it. Ultimately, the goal of science is, of course, explanation. We also hope that the reader will come away absolutely convinced that cognition is a thoroughly dynamic, interactive system.


Sharing success--owning failure : preparing to command in the twenty-first century Air Force

Telecharger pdf Sharing success--owning failure : preparing to command in the twenty-first century Air Force

...

  • L'auteur : ,
  • Editeur: DIANE Publishing
  • ISBN: 142899047X
  • Genre: ,
  • Nombre de pages: N.A
  • Langue: French/English
  • Vues: 447
  • Telecharger: 447
  • DOWNLOAD

Détails:


The $100 Startup

Telecharger pdf The $100 Startup

Lead a life of adventure, meaning and purpose—and earn a good living. “Thoughtful, funny, and compulsively readable, this guide shows how ordinary peop ...

  • L'auteur : Chris Guillebeau
  • Editeur: Currency
  • ISBN: 0307951545
  • Genre: Business & Economics
  • Nombre de pages: 304
  • Langue: French/English
  • Vues: 991
  • Telecharger: 991
  • DOWNLOAD

Détails: Lead a life of adventure, meaning and purpose—and earn a good living. “Thoughtful, funny, and compulsively readable, this guide shows how ordinary people can build solid livings, with independence and purpose, on their own terms.”—Gretchen Rubin, author of the #1 New York Times bestseller The Happiness Project Still in his early thirties, Chris Guillebeau completed a tour of every country on earth and yet he’s never held a “real job” or earned a regular paycheck. Rather, he has a special genius for turning ideas into income, and he uses what he earns both to support his life of adventure and to give back. Chris identified 1,500 individuals who have built businesses earning $50,000 or more from a modest investment (in many cases, $100 or less), and focused on the 50 most intriguing case studies. In nearly all cases, people with no special skills discovered aspects of their personal passions that could be monetized, and were able to restructure their lives in ways that gave them greater freedom and fulfillment. Here, finally, distilled into one easy-to-use guide, are the most valuable lessons from those who’ve learned how to turn what they do into a gateway to self-fulfillment. It’s all about finding the intersection between your “expertise”—even if you don’t consider it such—and what other people will pay for. You don’t need an MBA, a business plan or even employees. All you need is a product or service that springs from what you love to do anyway, people willing to pay, and a way to get paid. Not content to talk in generalities, Chris tells you exactly how many dollars his group of unexpected entrepreneurs required to get their projects up and running; what these individuals did in the first weeks and months to generate significant cash; some of the key mistakes they made along the way, and the crucial insights that made the business stick. Among Chris’s key principles: If you’re good at one thing, you’re probably good at something else; never teach a man to fish—sell him the fish instead; and in the battle between planning and action, action wins. In ancient times, people who were dissatisfied with their lives dreamed of finding magic lamps, buried treasure, or streets paved with gold. Today, we know that it’s up to us to change our lives. And the best part is, if we change our own life, we can help others change theirs. This remarkable book will start you on your way.


Reinforcement Learning, second edition

Telecharger pdf Reinforcement Learning, second edition

The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial int ...

  • L'auteur : Richard S. Sutton,Andrew G. Barto
  • Editeur: MIT Press
  • ISBN: 0262352702
  • Genre: Computers
  • Nombre de pages: 552
  • Langue: French/English
  • Vues: 907
  • Telecharger: 907
  • DOWNLOAD

Détails: The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence. Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms. This second edition has been significantly expanded and updated, presenting new topics and updating coverage of other topics. Like the first edition, this second edition focuses on core online learning algorithms, with the more mathematical material set off in shaded boxes. Part I covers as much of reinforcement learning as possible without going beyond the tabular case for which exact solutions can be found. Many algorithms presented in this part are new to the second edition, including UCB, Expected Sarsa, and Double Learning. Part II extends these ideas to function approximation, with new sections on such topics as artificial neural networks and the Fourier basis, and offers expanded treatment of off-policy learning and policy-gradient methods. Part III has new chapters on reinforcement learning's relationships to psychology and neuroscience, as well as an updated case-studies chapter including AlphaGo and AlphaGo Zero, Atari game playing, and IBM Watson's wagering strategy. The final chapter discusses the future societal impacts of reinforcement learning.


Crushing It!

Telecharger pdf Crushing It!

Four-time New York Times bestselling author Gary Vaynerchuk offers new lessons and inspiration drawn from the experiences of dozens of influencers and entr ...

  • L'auteur : Gary Vaynerchuk
  • Editeur: HarperCollins
  • ISBN: 0062674692
  • Genre: Business & Economics
  • Nombre de pages: 288
  • Langue: French/English
  • Vues: 516
  • Telecharger: 516
  • DOWNLOAD

Détails: Four-time New York Times bestselling author Gary Vaynerchuk offers new lessons and inspiration drawn from the experiences of dozens of influencers and entrepreneurs who rejected the predictable corporate path in favor of pursuing their dreams by building thriving businesses and extraordinary personal brands. In his 2009 international bestseller Crush It, Gary insisted that a vibrant personal brand was crucial to entrepreneurial success, In Crushing It!, Gary explains why that’s even more true today, offering his unique perspective on what has changed and what principles remain timeless. He also shares stories from other entrepreneurs who have grown wealthier—and not just financially—than they ever imagined possible by following Crush It principles. The secret to their success (and Gary’s) has everything to do with their understanding of the social media platforms, and their willingness to do whatever it took to make these tools work to their utmost potential. That’s what Crushing It! teaches readers to do. In this lively, practical, and inspiring book, Gary dissects every current major social media platform so that anyone, from a plumber to a professional ice skater, will know exactly how to amplify his or her personal brand on each. He offers both theoretical and tactical advice on how to become the biggest thing on old standbys like Twitter, Facebook, YouTube, Instagram, Pinterest, and Snapchat; podcast platforms like Spotify, Soundcloud, iHeartRadio, and iTunes; and other emerging platforms such as Musical.ly. For those with more experience, Crushing It! illuminates some little-known nuances and provides innovative tips and clever tweaks proven to enhance more common tried-and-true strategies. Crushing It! is a state-of-the-art guide to building your own path to professional and financial success, but it’s not about getting rich. It’s a blueprint to living life on your own terms.


The Defining Decade

Telecharger pdf The Defining Decade

New York Times bestselling psychologist Dr. Meg Jay uses real stories from real lives to provide smart, compassionate, and constructive advice about the cr ...

  • L'auteur : Meg Jay
  • Editeur: Twelve
  • ISBN: 0446575062
  • Genre: Psychology
  • Nombre de pages: 272
  • Langue: French/English
  • Vues: 1503
  • Telecharger: 1503
  • DOWNLOAD

Détails: New York Times bestselling psychologist Dr. Meg Jay uses real stories from real lives to provide smart, compassionate, and constructive advice about the crucial (and difficult) years we cannot afford to miss. Our "thirty-is-the-new-twenty" culture tells us the twentysomething years don't matter. Some say they are a second adolescence. Others call them an emerging adulthood. Dr. Meg Jay, a clinical psychologist, argues that twentysomethings have been caught in a swirl of hype and misinformation, much of which has trivialized what is actually the most defining decade of adulthood. Drawing from almost two decades of work with hundreds of clients and students, The Defining Decade weaves the latest science of the twentysomething years with the behind-closed-doors stories from twentysomethings, themselves. The result is a provocative read that provides the tools necessary to make the most of your twenties, and shows us how work, relationships, personality, social networks, identity, and even the brain can change more during this decade than at any other time in adulthood—if we use the time wisely. The Defining Decade is a smart, compassionate and constructive book about the years we cannot afford to miss.


Structures or Why things don’t fall down

Telecharger pdf Structures or Why things don’t fall down

I am very much aware that it is an act of extreme rashness to attempt to write an elementary book about structures. Indeed it is only when the subject is s ...

  • L'auteur : J. Gordon
  • Editeur: Springer Science & Business Media
  • ISBN: 1461590744
  • Genre: Technology & Engineering
  • Nombre de pages: 395
  • Langue: French/English
  • Vues: 1867
  • Telecharger: 1867
  • DOWNLOAD

Détails: I am very much aware that it is an act of extreme rashness to attempt to write an elementary book about structures. Indeed it is only when the subject is stripped of its mathematics that one begins to realize how difficult it is to pin down and describe those structural concepts which are often called' elementary'; by which I suppose we mean 'basic' or 'fundamental'. Some of the omis sions and oversimplifications are intentional but no doubt some of them are due to my own brute ignorance and lack of under standing of the subject. Although this volume is more or less a sequel to The New Science of Strong Materials it can be read as an entirely separate book in its own right. For this reason a certain amount of repetition has been unavoidable in the earlier chapters. I have to thank a great many people for factual information, suggestions and for stimulating and sometimes heated discussions. Among the living, my colleagues at Reading University have been generous with help, notably Professor W. D. Biggs (Professor of Building Technology), Dr Richard Chaplin, Dr Giorgio Jeronimidis, Dr Julian Vincent and Dr Henry Blyth; Professor Anthony Flew, Professor of Philosophy, made useful suggestions about the last chapter. I am also grateful to Mr John Bartlett, Consultant Neurosurgeon at the Brook Hospital. Professor T. P. Hughes of the University of the West Indies has been helpful about rockets and many other things besides. My secretary, Mrs Jean Collins, was a great help in times of trouble. Mrs Nethercot of Vogue was kind to me about dressmaking. Mr Gerald Leach and also many of the editorial staff of Penguins have exercised their accustomed patience and helpfulness. Among the dead, l owe a great deal to Dr Mark Pryor - lately of Trinity College, Cambridge - especially for discussions about biomechanics which extended over a period of nearly thirty years. Lastly, for reasons which must surely be obvious, l owe a humble oblation to Herodotus, once a citizen of Halicamassus.


Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Telecharger pdf Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing a ...

  • L'auteur : Aurélien Géron
  • Editeur: \"O\'Reilly Media, Inc.\"
  • ISBN: 149203259X
  • Genre: Computers
  • Nombre de pages: 856
  • Langue: French/English
  • Vues: 818
  • Telecharger: 818
  • DOWNLOAD

Détails: Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, 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 a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you’ve learned, all you need is programming experience to get started. Explore the machine learning landscape, particularly neural nets Use Scikit-Learn to track an example machine-learning project end-to-end Explore several training models, including support vector machines, decision trees, random forests, and ensemble methods Use the TensorFlow library to build and train neural nets Dive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning Learn techniques for training and scaling deep neural nets


The R Book

Telecharger pdf The R Book

The high-level language of R is recognized as one of the most powerful and flexible statistical software environments, and is rapidly becoming the standard ...

  • L'auteur : Michael J. Crawley
  • Editeur: John Wiley & Sons
  • ISBN: 9780470515068
  • Genre: Mathematics
  • Nombre de pages: 950
  • Langue: French/English
  • Vues: 1213
  • Telecharger: 1213
  • DOWNLOAD

Détails: The high-level language of R is recognized as one of the most powerful and flexible statistical software environments, and is rapidly becoming the standard setting for quantitative analysis, statistics and graphics. R provides free access to unrivalled coverage and cutting-edge applications, enabling the user to apply numerous statistical methods ranging from simple regression to time series or multivariate analysis. Building on the success of the author’s bestselling Statistics: An Introduction using R, The R Book is packed with worked examples, providing an all inclusive guide to R, ideal for novice and more accomplished users alike. The book assumes no background in statistics or computing and introduces the advantages of the R environment, detailing its applications in a wide range of disciplines. Provides the first comprehensive reference manual for the R language, including practical guidance and full coverage of the graphics facilities. Introduces all the statistical models covered by R, beginning with simple classical tests such as chi-square and t-test. Proceeds to examine more advance methods, from regression and analysis of variance, through to generalized linear models, generalized mixed models, time series, spatial statistics, multivariate statistics and much more. The R Book is aimed at undergraduates, postgraduates and professionals in science, engineering and medicine. It is also ideal for students and professionals in statistics, economics, geography and the social sciences.