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## Telecharger Mathematical Methods For Engineers And Scientists Pdf

Telecharger Mathematical Methods For Engineers And Scientists Pdf. Ce sont les livres pour ceux qui cherchent à lire le *Telecharger Mathematical Methods For Engineers And Scientists 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.

### Functional Analysis, Sobolev Spaces and Partial Differential Equations

Telecharger pdf *Functional Analysis, Sobolev Spaces and Partial Differential Equations*

This textbook is a completely revised, updated, and expanded English edition of the important Analyse fonctionnelle (1983). In addition, it contains a weal ...

- L'auteur : ,
- Editeur: Springer Science & Business Media
*ISBN:*0387709142*Genre:*Mathematics*Nombre de pages:*600*Langue:*French/English*Vues:*1096*Telecharger:*1096
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Détails: This textbook is a completely revised, updated, and expanded English edition of the important Analyse fonctionnelle (1983). In addition, it contains a wealth of problems and exercises (with solutions) to guide the reader. Uniquely, this book presents in a coherent, concise and unified way the main results from functional analysis together with the main results from the theory of partial differential equations (PDEs). Although there are many books on functional analysis and many on PDEs, this is the first to cover both of these closely connected topics. Since the French book was first published, it has been translated into Spanish, Italian, Japanese, Korean, Romanian, Greek and Chinese. The English edition makes a welcome addition to this list.

### Essential Java for Scientists and Engineers

Telecharger pdf *Essential Java for Scientists and Engineers*

Essential Java serves as an introduction to the programming language, Java, for scientists and engineers, and can also be used by experienced programmers w ...

- L'auteur : Brian Hahn,Katherine Malan
- Editeur: Elsevier
*ISBN:*0080505910*Genre:*Computers*Nombre de pages:*352*Langue:*French/English*Vues:*1422*Telecharger:*1422
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Détails: Essential Java serves as an introduction to the programming language, Java, for scientists and engineers, and can also be used by experienced programmers wishing to learn Java as an additional language. The book focuses on how Java, and object-oriented programming, can be used to solve science and engineering problems. Many examples are included from a number of different scientific and engineering areas, as well as from business and everyday life. Pre-written packages of code are provided to help in such areas as input/output, matrix manipulation and scientific graphing. Takes a 'dive-in' approach, getting the reader writing and running programs immediately Teaches object-oriented programming for problem-solving in engineering and science

### Structure and Interpretation of Computer Programs

Telecharger pdf *Structure and Interpretation of Computer Programs*

...

- L'auteur : Harold Abelson,Gerald Jay Sussman,Martin Henz,Tobias Wrigstad
- Editeur: MIT Press
*ISBN:*0262367629*Genre:*Computers*Nombre de pages:*400*Langue:*French/English*Vues:*1523*Telecharger:*1523
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Détails:

### A Mind For Numbers

Telecharger pdf *A Mind For Numbers*

The companion book to COURSERA®'s wildly popular massive open online course "Learning How to Learn" Whether you are a student struggling to fulfill a math ...

- L'auteur : Barbara Oakley, PhD
- Editeur: Penguin
*ISBN:*1101621613*Genre:*Self-Help*Nombre de pages:*336*Langue:*French/English*Vues:*1216*Telecharger:*1216
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Détails: The companion book to COURSERA®'s wildly popular massive open online course "Learning How to Learn" Whether you are a student struggling to fulfill a math or science requirement, or you are embarking on a career change that requires a new skill set, A Mind for Numbers offers the tools you need to get a better grasp of that intimidating material. Engineering professor Barbara Oakley knows firsthand how it feels to struggle with math. She flunked her way through high school math and science courses, before enlisting in the army immediately after graduation. When she saw how her lack of mathematical and technical savvy severely limited her options—both to rise in the military and to explore other careers—she returned to school with a newfound determination to re-tool her brain to master the very subjects that had given her so much trouble throughout her entire life. In A Mind for Numbers, Dr. Oakley lets us in on the secrets to learning effectively—secrets that even dedicated and successful students wish they’d known earlier. Contrary to popular belief, math requires creative, as well as analytical, thinking. Most people think that there’s only one way to do a problem, when in actuality, there are often a number of different solutions—you just need the creativity to see them. For example, there are more than three hundred different known proofs of the Pythagorean Theorem. In short, studying a problem in a laser-focused way until you reach a solution is not an effective way to learn. Rather, it involves taking the time to step away from a problem and allow the more relaxed and creative part of the brain to take over. The learning strategies in this book apply not only to math and science, but to any subject in which we struggle. We all have what it takes to excel in areas that don't seem to come naturally to us at first, and learning them does not have to be as painful as we might think.

### Literacy, Numeracy and Problem Solving in Technology-Rich Environments Framework for the OECD Survey of Adult Skills

Telecharger pdf *Literacy, Numeracy and Problem Solving in Technology-Rich Environments Framework for the OECD Survey of Adult Skills*

The Programme for the International Assessment of Adult Competencies (PIAAC) is an international assessment of adult skills. The assessment framework provi ...

- L'auteur : OECD
- Editeur: OECD Publishing
*ISBN:*9264128859*Genre:*,*Nombre de pages:*80*Langue:*French/English*Vues:*733*Telecharger:*733
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Détails: The Programme for the International Assessment of Adult Competencies (PIAAC) is an international assessment of adult skills. The assessment framework provides an agreed definition of what should be measured and guide the construction and interpretation of tasks included in the assessment.

### Deep Learning

Telecharger pdf *Deep Learning*

An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, an ...

- L'auteur : Ian Goodfellow,Yoshua Bengio,Aaron Courville
- Editeur: MIT Press
*ISBN:*0262337371*Genre:*Computers*Nombre de pages:*800*Langue:*French/English*Vues:*1654*Telecharger:*1654
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Détails: An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

### How Learning Works

Telecharger pdf *How Learning Works*

Praise for How Learning Works "How Learning Works is the perfect title for this excellent book. Drawing upon new research in psychology, education, and cog ...

- L'auteur : Susan A. Ambrose,Michael W. Bridges,Michele DiPietro,Marsha C. Lovett,Marie K. Norman
- Editeur: John Wiley & Sons
*ISBN:*9780470617601*Genre:*Education*Nombre de pages:*336*Langue:*French/English*Vues:*1246*Telecharger:*1246
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Détails: Praise for How Learning Works "How Learning Works is the perfect title for this excellent book. Drawing upon new research in psychology, education, and cognitive science, the authors have demystified a complex topic into clear explanations of seven powerful learning principles. Full of great ideas and practical suggestions, all based on solid research evidence, this book is essential reading for instructors at all levels who wish to improve their students' learning." —Barbara Gross Davis, assistant vice chancellor for educational development, University of California, Berkeley, and author, Tools for Teaching "This book is a must-read for every instructor, new or experienced. Although I have been teaching for almost thirty years, as I read this book I found myself resonating with many of its ideas, and I discovered new ways of thinking about teaching." —Eugenia T. Paulus, professor of chemistry, North Hennepin Community College, and 2008 U.S. Community Colleges Professor of the Year from The Carnegie Foundation for the Advancement of Teaching and the Council for Advancement and Support of Education "Thank you Carnegie Mellon for making accessible what has previously been inaccessible to those of us who are not learning scientists. Your focus on the essence of learning combined with concrete examples of the daily challenges of teaching and clear tactical strategies for faculty to consider is a welcome work. I will recommend this book to all my colleagues." —Catherine M. Casserly, senior partner, The Carnegie Foundation for the Advancement of Teaching "As you read about each of the seven basic learning principles in this book, you will find advice that is grounded in learning theory, based on research evidence, relevant to college teaching, and easy to understand. The authors have extensive knowledge and experience in applying the science of learning to college teaching, and they graciously share it with you in this organized and readable book." —From the Foreword by Richard E. Mayer, professor of psychology, University of California, Santa Barbara; coauthor, e-Learning and the Science of Instruction; and author, Multimedia Learning

### Fractional Dynamics and Control

Telecharger pdf *Fractional Dynamics and Control*

Fractional Dynamics and Control provides a comprehensive overview of recent advances in the areas of nonlinear dynamics, vibration and control with analyti ...

- L'auteur : Dumitru Baleanu,José António Tenreiro Machado,Albert C. J. Luo
- Editeur: Springer Science & Business Media
*ISBN:*9781461404576*Genre:*Technology & Engineering*Nombre de pages:*310*Langue:*French/English*Vues:*1097*Telecharger:*1097
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Détails: Fractional Dynamics and Control provides a comprehensive overview of recent advances in the areas of nonlinear dynamics, vibration and control with analytical, numerical, and experimental results. This book provides an overview of recent discoveries in fractional control, delves into fractional variational principles and differential equations, and applies advanced techniques in fractional calculus to solving complicated mathematical and physical problems.Finally, this book also discusses the role that fractional order modeling can play in complex systems for engineering and science.

### Boundary Elements: Theory and Applications

Telecharger pdf *Boundary Elements: Theory and Applications*

The author's ambition for this publication was to make BEM accessible to the student as well as to the professional engineer. For this reason, his main tas ...

- L'auteur : John T. Katsikadelis
- Editeur: Elsevier
*ISBN:*9780080528243*Genre:*Technology & Engineering*Nombre de pages:*448*Langue:*French/English*Vues:*1494*Telecharger:*1494
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Détails: The author's ambition for this publication was to make BEM accessible to the student as well as to the professional engineer. For this reason, his main task was to organize and present the material in such a way so that the book becomes "user-friendly" and easy to comprehend, taking into account only the mathematics and mechanics to which students have been exposed during their undergraduate studies. This effort led to an innovative, in many aspects, way of presenting BEM, including the derivation of fundamental solutions, the integral representation of the solutions and the boundary integral equations for various governing differential equations in a simple way minimizing a recourse to mathematics with which the student is not familiar. The indicial and tensorial notations, though they facilitate the author's work and allow to borrow ready to use expressions from the literature, have been avoided in the present book. Nevertheless, all the necessary preliminary mathematical concepts have been included in order to make the book complete and self-sufficient. Throughout the book, every concept is followed by example problems, which have been worked out in detail and with all the necessary clarifications. Furthermore, each chapter of the book is enriched with problems-to-solve. These problems serve a threefold purpose. Some of them are simple and aim at applying and better understanding the presented theory, some others are more difficult and aim at extending the theory to special cases requiring a deeper understanding of the concepts, and others are small projects which serve the purpose of familiarizing the student with BEM programming and the programs contained in the CD-ROM. The latter class of problems is very important as it helps students to comprehend the usefulness and effectiveness of the method by solving real-life engineering problems. Through these problems students realize that the BEM is a powerful computational tool and not an alternative theoretical approach for dealing with physical problems. My experience in teaching BEM shows that this is the students' most favorite type of problems. They are delighted to solve them, since they integrate their knowledge and make them feel confident in mastering BEM. The CD-ROM which accompanies the book contains the source codes of all the computer programs developed in the book, so that the student or the engineer can use them for the solution of a broad class of problems. Among them are general potential problems, problems of torsion, thermal conductivity, deflection of membranes and plates, flow of incompressible fluids, flow through porous media, in isotropic or anisotropic, homogeneous or composite bodies, as well as plane elastostatic problems in simply or multiply connected domains. As one can readily find out from the variety of the applications, the book is useful for engineers of all disciplines. The author is hopeful that the present book will introduce the reader to BEM in an easy, smooth and pleasant way and also contribute to its dissemination as a modern robust computational tool for solving engineering problems.

### 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:*1704*Telecharger:*1704
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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.

### 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:*433*Telecharger:*433
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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.

### The Art of Proof

Telecharger pdf *The Art of Proof*

The Art of Proof is designed for a one-semester or two-quarter course. A typical student will have studied calculus (perhaps also linear algebra) with reas ...

- L'auteur : Matthias Beck,Ross Geoghegan
- Editeur: Springer Science & Business Media
*ISBN:*9781441970237*Genre:*Mathematics*Nombre de pages:*182*Langue:*French/English*Vues:*1436*Telecharger:*1436
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Détails: The Art of Proof is designed for a one-semester or two-quarter course. A typical student will have studied calculus (perhaps also linear algebra) with reasonable success. With an artful mixture of chatty style and interesting examples, the student's previous intuitive knowledge is placed on solid intellectual ground. The topics covered include: integers, induction, algorithms, real numbers, rational numbers, modular arithmetic, limits, and uncountable sets. Methods, such as axiom, theorem and proof, are taught while discussing the mathematics rather than in abstract isolation. The book ends with short essays on further topics suitable for seminar-style presentation by small teams of students, either in class or in a mathematics club setting. These include: continuity, cryptography, groups, complex numbers, ordinal number, and generating functions.

### Mathematical Physics

Telecharger pdf *Mathematical Physics*

What sets this volume apart from other mathematics texts is its emphasis on mathematical tools commonly used by scientists and engineers to solve real-worl ...

- L'auteur : Bruce R. Kusse,Erik A. Westwig
- Editeur: John Wiley & Sons
*ISBN:*3527618147*Genre:*Science*Nombre de pages:*689*Langue:*French/English*Vues:*1809*Telecharger:*1809
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Détails: What sets this volume apart from other mathematics texts is its emphasis on mathematical tools commonly used by scientists and engineers to solve real-world problems. Using a unique approach, it covers intermediate and advanced material in a manner appropriate for undergraduate students. Based on author Bruce Kusse's course at the Department of Applied and Engineering Physics at Cornell University, Mathematical Physics begins with essentials such as vector and tensor algebra, curvilinear coordinate systems, complex variables, Fourier series, Fourier and Laplace transforms, differential and integral equations, and solutions to Laplace's equations. The book moves on to explain complex topics that often fall through the cracks in undergraduate programs, including the Dirac delta-function, multivalued complex functions using branch cuts, branch points and Riemann sheets, contravariant and covariant tensors, and an introduction to group theory. This expanded second edition contains a new appendix on the calculus of variation -- a valuable addition to the already superb collection of topics on offer. This is an ideal text for upper-level undergraduates in physics, applied physics, physical chemistry, biophysics, and all areas of engineering. It allows physics professors to prepare students for a wide range of employment in science and engineering and makes an excellent reference for scientists and engineers in industry. Worked out examples appear throughout the book and exercises follow every chapter. Solutions to the odd-numbered exercises are available for lecturers at www.wiley-vch.de/textbooks/.

### SELL YOUR RESEARCH

Telecharger pdf *SELL YOUR RESEARCH*

Public speaking is an essential component in the life of a scientist, whatever your level of career. In this book, the authors describe a tried-and-tested ...

- L'auteur : Alexia Youknovsky,James Bowers
- Editeur: Springer Nature
*ISBN:*303034181X*Genre:*Science*Nombre de pages:*155*Langue:*French/English*Vues:*1156*Telecharger:*1156
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Détails: Public speaking is an essential component in the life of a scientist, whatever your level of career. In this book, the authors describe a tried-and-tested technique for preparing a presentation: the SELL Method. Following these three simple steps - Skeleton, Envelope, Life & Logistics - will help you make the most out of any talk. Whether it be a 3-minute pitch or an hour-long plenary session, you will find pages of advice, theory and practical exercises enabling you to SELL YOUR RESEARCH with impact. For scientists these days, the work is not done until it is communicated. And now that problem is solved. Solidly researched and immaculately written, Sell Your Research is a goldmine of useful advice. Whether you are brimming with confidence or just setting out, this gem of a guidebook will improve every presentation and nurture every budding science communicator. Dr. Stephen Webster, Director of Science Communication Unit, Imperial College London Public speaking is one of the most intimidating but crucial tasks in a scientist’s career. This book provides a welcoming, clear, step-by-step guide to improving your presentations at every level. Reading it and following its advice will make your science talks less frightening and more enjoyable. Dr. Laura Helmuth, Health, Science & Environment Editor, Washington Post

### Nonlinear Problems in Abstract Cones

Telecharger pdf *Nonlinear Problems in Abstract Cones*

Notes and Reports in Mathematics in Science and Engineering, Volume 5: Nonlinear Problems in Abstract Cones presents the investigation of nonlinear problem ...

- L'auteur : Dajun Guo,V. Lakshmikantham
- Editeur: Academic Press
*ISBN:*1483261905*Genre:*Mathematics*Nombre de pages:*286*Langue:*French/English*Vues:*1762*Telecharger:*1762
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Détails: Notes and Reports in Mathematics in Science and Engineering, Volume 5: Nonlinear Problems in Abstract Cones presents the investigation of nonlinear problems in abstract cones. This book uses the theory of cones coupled with the fixed point index to investigate positive fixed points of various classes of nonlinear operators. Organized into four chapters, this volume begins with an overview of the fundamental properties of cones coupled with the fixed point index. This text then employs the fixed point theory developed to discuss positive solutions of nonlinear integral equations. Other chapters consider several examples from integral and differential equations to illustrate the abstract results. This book discusses as well the fixed points of increasing and decreasing operators. The final chapter deals with the development of the theory of nonlinear differential equations in cones. This book is a valuable resource for graduate students in mathematics. Mathematicians and researchers will also find this book useful.

### Probability and Statistics for Computer Science

Telecharger pdf *Probability and Statistics for Computer Science*

This textbook is aimed at computer science undergraduates late in sophomore or early in junior year, supplying a comprehensive background in qualitative an ...

- L'auteur : David Forsyth
- Editeur: Springer
*ISBN:*3319644106*Genre:*Computers*Nombre de pages:*367*Langue:*French/English*Vues:*1963*Telecharger:*1963
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Détails: This textbook is aimed at computer science undergraduates late in sophomore or early in junior year, supplying a comprehensive background in qualitative and quantitative data analysis, probability, random variables, and statistical methods, including machine learning. With careful treatment of topics that fill the curricular needs for the course, Probability and Statistics for Computer Science features: • A treatment of random variables and expectations dealing primarily with the discrete case. • A practical treatment of simulation, showing how many interesting probabilities and expectations can be extracted, with particular emphasis on Markov chains. • A clear but crisp account of simple point inference strategies (maximum likelihood; Bayesian inference) in simple contexts. This is extended to cover some confidence intervals, samples and populations for random sampling with replacement, and the simplest hypothesis testing. • A chapter dealing with classification, explaining why it’s useful; how to train SVM classifiers with stochastic gradient descent; and how to use implementations of more advanced methods such as random forests and nearest neighbors. • A chapter dealing with regression, explaining how to set up, use and understand linear regression and nearest neighbors regression in practical problems. • A chapter dealing with principal components analysis, developing intuition carefully, and including numerous practical examples. There is a brief description of multivariate scaling via principal coordinate analysis. • A chapter dealing with clustering via agglomerative methods and k-means, showing how to build vector quantized features for complex signals. Illustrated throughout, each main chapter includes many worked examples and other pedagogical elements such as boxed Procedures, Definitions, Useful Facts, and Remember This (short tips). Problems and Programming Exercises are at the end of each chapter, with a summary of what the reader should know. Instructor resources include a full set of model solutions for all problems, and an Instructor's Manual with accompanying presentation slides.

### 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 : Peter Harrington
- Editeur: Simon and Schuster
*ISBN:*1638352453*Genre:*Computers*Nombre de pages:*384*Langue:*French/English*Vues:*1701*Telecharger:*1701
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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

### Math on Trial

Telecharger pdf *Math on Trial*

In the wrong hands, math can be deadly. Even the simplest numbers can become powerful forces when manipulated by politicians or the media, but in the case ...

- L'auteur : Leila Schneps,Coralie Colmez
- Editeur: Basic Books
*ISBN:*0465037941*Genre:*Mathematics*Nombre de pages:*272*Langue:*French/English*Vues:*1770*Telecharger:*1770
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Détails: In the wrong hands, math can be deadly. Even the simplest numbers can become powerful forces when manipulated by politicians or the media, but in the case of the law, your liberty -- and your life -- can depend on the right calculation. In Math on Trial, mathematicians Leila Schneps and Coralie Colmez describe ten trials spanning from the nineteenth century to today, in which mathematical arguments were used -- and disastrously misused -- as evidence. They tell the stories of Sally Clark, who was accused of murdering her children by a doctor with a faulty sense of calculation; of nineteenth-century tycoon Hetty Green, whose dispute over her aunt's will became a signal case in the forensic use of mathematics; and of the case of Amanda Knox, in which a judge's misunderstanding of probability led him to discount critical evidence -- which might have kept her in jail. Offering a fresh angle on cases from the nineteenth-century Dreyfus affair to the murder trial of Dutch nurse Lucia de Berk, Schneps and Colmez show how the improper application of mathematical concepts can mean the difference between walking free and life in prison. A colorful narrative of mathematical abuse, Math on Trial blends courtroom drama, history, and math to show that legal expertise isn't't always enough to prove a person innocent.

### Methods and Models in Mathematical Programming

Telecharger pdf *Methods and Models in Mathematical Programming*

This book focuses on mathematical modeling, describes the process of constructing and evaluating models, discusses the challenges and delicacies of the mod ...

- L'auteur : S. A. MirHassani,F. Hooshmand
- Editeur: Springer Nature
*ISBN:*3030270459*Genre:*Mathematics*Nombre de pages:*389*Langue:*French/English*Vues:*1363*Telecharger:*1363
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Détails: This book focuses on mathematical modeling, describes the process of constructing and evaluating models, discusses the challenges and delicacies of the modeling process, and explicitly outlines the required rules and regulations so that the reader will be able to generalize and reuse concepts in other problems by relying on mathematical logic.Undergraduate and postgraduate students of different academic disciplines would find this book a suitable option preparing them for jobs and research fields requiring modeling techniques. Furthermore, this book can be used as a reference book for experts and practitioners requiring advanced skills of model building in their jobs.