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This book introduces students with little or no prior programming experience to the art of computational problem solving using Python and various Python libraries, including PyLab. It provides students with skills that will enable them to make productive use of computational techniques, including some of the tools and techniques of "data science" for using computation to model and interpret data. The book is based on an MIT course (which became the most popular course offered through MIT's OpenCourseWare) and was developed for use not only in a conventional classroom but in a massive open online course (or MOOC) offered by the pioneering MIT-Harvard collaboration edX.

Students are introduced to Python and the basics of programming in the context of such computational concepts and techniques as exhaustive enumeration, bisection search, and efficient approximation algorithms. The book does not require knowledge of mathematics beyond high school algebra, but does assume that readers are comfortable with rigorous thinking and not intimidated by mathematical concepts. Although it covers such traditional topics as computational complexity and simple algorithms, the book focuses on a wide range of topics not found in most introductory texts, including information visualization, simulations to model randomness, computational techniques to understand data, and statistical techniques that inform (and misinform) as well as two related but relatively advanced topics: optimization problems and dynamic programming. Introduction to Computation and Programming Using Python can serve as a stepping-stone to more advanced computer science courses, or as a basic grounding in computational problem solving for students in other disciplines.

• Sales Rank: #51914 in Books
• Brand: Brand: The MIT Press
• Published on: 2013-08-09
• Original language: English
• Number of items: 1
• Dimensions: 11.00" h x .50" w x 8.50" l, 1.65 pounds
• Binding: Paperback
• 320 pages

Features

• Used Book in Good Condition

Review

This is the 'computational thinking' book we have all been waiting for! With humor and historical anecdotes, John Guttag conveys the breadth and joy of computer science without compromise to technical detail. This book is perfect for any student who wants to explore the essence of computer science.

(Jeannette M. Wing, President's Professor of Computer Science and Department Head, Carnegie Mellon University)

John Guttag is an extraordinary teacher and an extraordinary writer. (Perhaps having been an undergraduate English major -- an uncommon stepping stone to the leadership of the world's top EECS department -- has something to do with this.) This is not 'a Python book' -- although you will learn Python. Nor is it a 'programming book' -- although you will learn to program. It is a rigorous but eminently readable introduction to computational problem solving.

(Ed Lazowska, Bill & Melinda Gates Chair in Computer Science & Engineering, University of Washington)

There's no such thing as the only computer science book you'll ever need. But if you had to pick only one, this would be a great choice. You'll begin by getting a solid introduction to programming in Python. Armed with that, you'll go hands-on with important computing ideas like random methods, statistics, and optimization, using tools of great theoretical beauty and great practical importance.

(Hal Abelson, coauthor (with Gerald Jay Sussman) of Structure and Interpretation of Computer Programs)

About the Author

John V. Guttag is the Dugald C. Jackson Professor of Computer Science and Electrical Engineering at MIT.

Most helpful customer reviews

53 of 55 people found the following review helpful.
Excellent book
By Mike K
Let me post a disclaimer first. I bought the paperback from MIT-press' website since it was cheaper after the edX discount.

Now the real deal : The book is excellent. It is the perfect companion to MIT's course on edX. I attended the course on a whim, since I already have a masters degree in computer engineer, but I thoroughly enjoyed it. The book takes a beginner from the basics to some of the most important aspects of computer science. There is a bit of graph theory, a bit of statistics, a bit of sorting, linear regression, data plotting using Pylab, and even the knapsack problem thrown in. I loved the book as well as the course, and will readily recommend both to people interested in computer science, irrespective of the level of their expertise (there is something for everyone).

I have read bad reviews about the Kindle edition of this book and so I will add that a DRM free e-book is also available for purchase from MIT-press' website. If you want the ability to open your e-book with any PDF reader, buy that instead of the Kindle version.

36 of 37 people found the following review helpful.
Five Stars for Sure, but only 1/3 about Python, mostly Algorithms and how to handle computational complexity.
By David S. Day
Bought this for the MIT Computer Science course 6.00.1x. It is a fast paced but very readable first year text for Computer Science. It uses Python 2.X as its language and you will come up to speed in Python quickly, and then spend the bulk of the book learning algorithms and computational techniques.

I am very pleased with the book. It is terse and fast. If you require a more leisurely pace, John Zelle's Python Programming, an Introduction to Computer Science takes 425 pages to cover what this book covers in 110 pages, and then has a short chapter just touching on what this book covers more deeply in the remaining 200 pages. Zelle's book is also a popular first year CS text, but obviously for a different audience. Obviously, you will learn more with this book if you can take the pace. I bought Zelle's book also and have used it for extra exercises and the occasional alternative explanation.

I also am using Problem Solving with Algorithms and Data Structures by Miller and Ranum to supplement/flesh out my algorithms knowledge during breaks in the class. This also seems to be a good book, and uses Python as its language for examples.

Buy Guttag for sure, or Zelle if you feel the need for a slower pace, and Miller and Ranum to flesh out your algorithms.

Dave

27 of 29 people found the following review helpful.
Too Much Prose
By Jonathan Marsan
Taking the edX class. I thought this book would help and it does: it repeats the content of the class, but adds very little. My issue with the book is that: 1) It isn't easy to search. 2) It covers concepts too quickly - very little review. 3) Programming terminology is "bolded", but no glossary is provided at the back.

I recommend the book to those taking the edX class simply because it helps reduce note-taking. But if you are a beginner at programming and just looking for a book to start learning Python, I am sure there are better ones out there (i.e. clearer books that are a little more "hands-on"). I have enjoyed learning web related languages with Sitepoint and O'reilly books, so I'll probably look into getting one of those to deepen my understanding of Python.

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There are many myths and legends surrounding the advanced German aeronautical technology of the Second World War. There are also facts and proven events. Yet within these stories and behind these facts lie conspiracy theories, mistaken assumptions and denials that seem to contradict the evidence. So what really happened? How far ahead were the German scientists? And, of even greater interest, why and how?

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• Sales Rank: #946375 in Books
• Published on: 2015-09-19
• Original language: English
• Dimensions: 9.00" h x 1.18" w x 6.00" l, 1.30 pounds
• Binding: Hardcover
• 256 pages

About the Author
Lance Cole is a well respected aviation historian and author. His book Secrets of the Spitfire: The Story of Beverley Shenstone, The Man Who Perfected the Elliptical Wing was published to great acclaim by Pen and Sword in 2012.

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• Sales Rank: #2739879 in Books
• Published on: 2015-08-04
• Original language: English
• Number of items: 1
• Dimensions: 10.00" h x .50" w x 8.00" l, 1.30 pounds
• Binding: Paperback
• 210 pages

From the Author

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Need to track down an outlaw? Bring a desperado to justice? Catch a pickpocket or a rustler or a crook?

Then John Yancey is the man to hire.

John Yancey, Pinkerton agent.

Right now John has been hired by Noah Harper to locate a thieving half-sister. According to Noah, Cecelia Powell made off with part of his inheritance after their father died unexpectedly in a carriage accident, and Noah wants it back.

John’s acceptance of the case takes him from her connection with an exclusive boarding school in Switzerland to a Boston madam’s bawdy house to the 1860 gold fields of California. San Francisco, to be exact.

But all is not as it seems.

For one thing, pretty Miss Powell doesn’t fit anyone’s image of a criminal. For another, she is apparently living far too respectable a life, as owner and headmistress of an Academy for Girls.

Just how much of what Noah has claimed is actually true?

Still, delving into the young woman’s background reveals that she was, indeed, born in a bordello; and she has become the owner, whether legally or not, of controlling interest in a gold mining conglomerate.

Further investigation finds that she is sharing residence with an older man, Gabriel Finnegan, while at the same time becoming betrothed to one of the city’s pillars of society, insipid and ineffectual Josiah Kingsley. Josiah is neither too insipid nor ineffectual, however, to demand complete financial and emotional control over his vacillating bride-to-be upon their marriage.

The lady herself is proving to be an enigma. Finished with what he can, John sends his report, per arrangement, to Noah Harper via Pony Express. San Francisco’s attractions beckon, and he is able to explore the area, getting acquainted with townspeople and businesses. Nice enough, he decides. Maybe he’ll relocate here, settle down, start his own agency. Meanwhile, he has dealt with any complications arising from the Powell case and considers it closed.

Until Noah Harper unexpectedly shows up, armed with all of John’s information and spoiling for a fight.

That’s when the complications really begin.

***

More about the Yancey Brothers Series

Taking the High Road is a series of 10 books detailing the adventures and exploits of the Yancey Brothers.

Ten boys were born to a plantation owner in Charleston SC.

The boys were coming of age as the Civil War erupted between the states. The older boys went into law enforcement, while the younger boys generally took different paths.

This series of ten stories follows the lives of all ten boys, from 1860 to 1879.

It documents the love affairs and weddings of the first nine boys, a few of whom who thought marriage wasn’t in their future.

As the story progresses, the Yancey Boys always find themselves in the right place at the right time to build considerable wealth.

Two of the stories are prefaced on a mystery that must be solved. This allows the younger brothers to call on their older brothers in law enforcement to join the storyline.

In the last book, the oldest son, from the second generation gets married, after taking employment with the family’s extended business corporation.

The women who join the Yancey boys in marriage are typically strong, mischievous women, who can typically hold their own in a bar fight or in sticky situations with the criminals of the Wild West.

You will love these characters, as they are people who have a strong character, and they are committed to do the right thing, no matter the situation.

• Published on: 2014-12-01
• Released on: 2014-12-01
• Format: Kindle eBook

Most helpful customer reviews

10 of 10 people found the following review helpful.
Exciting western inspirational romance
By Kitty Smith
I haven't read a western outlaw romance in a long time so Taking the High Road was a treat. This first book in the "Western Mystery Romance Series" gets off to a great start and if the rest of the series continues to be this well done then this is a series worth adding to the Kindle. It is full of mystery and suspense, with exciting characters who are ready to embrace love and adventure. The family connections and dispute over the inheritance creates the perfect drama to go along the romance. John Yancey has his hands full trying to solve this western mystery, and I can't wait to see where this series goes next.

5 of 5 people found the following review helpful.
Good book
By Amazon Customer
Just the light reading I was looking for. Entertaining and a look at pre civil war america. Short and sweet.

3 of 3 people found the following review helpful.
Good wins in the end. What could be better
By Juanita Glass
Loved this book. A new author to me and one I will seek in future. I do not reveal plots, but I did enjoy the story line. She is in a situation, not of her making, and does the best she can with what is dealt to her. She and friends, move across the country to start again after her mother dies. unaward of a step brother who is no one's friend, least of all, hers. She begins building a life of purpose, but brother want revenge, for no reason except he is a nasty piece of business. He follows her to take her birthright from her just because he thinks he can. In the process, a Pinkerton man is hired, and Yancy does his best, but as he investigates, he more and more realizes that brother is not a nice person. Thankfully, she is protected by her friends and her "uncle" and finally Yancy.

Just a really nice story where good wins in the end - as it should and when reaching the end of the story, one sighs and says "Well done".

A new author to me and I will be interested in other stories by this author.

See all 83 customer reviews...

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[X337.Ebook] Fee Download Electric Machines: Theory, Operating Applications, and Controls (2nd Edition), by Charles I. Hubert

Fee Download Electric Machines: Theory, Operating Applications, and Controls (2nd Edition), by Charles I. Hubert

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Retaining the user-friendly style of the First Edition, the Second Edition of this unique book provides detailed information on the application and safe operation of motors, generators, and transformers at the Technology Level, and includes examples in the use of NEMA and NEC Standards. With an emphasis on current industrial standards, this book presents AC machines and transformers before DC machines, motors before generators, gives more attention to machine characteristics, and makes extensive use of NEMA standards and tables. For Applications Engineers, Electrical Engineers, Maintenance Engineers, Marine Engineers, Mechanical Engineers, Nuclear Engineers, Operating Engineers, and Petroleum Engineers, who want an easy-to-understand, yet detailed explanation of the current industrial standards in the field of Electronics.

• Sales Rank: #333999 in Books
• Published on: 2001-10-26
• Ingredients: Example Ingredients
• Original language: English
• Number of items: 1
• Dimensions: 9.10" h x 1.30" w x 7.50" l, 2.25 pounds
• Binding: Paperback
• 608 pages

From the Back Cover

Here is what reviewers have to say about Electric Machines, Second Edition.

• The topic organization is certainly unique. I like the concept of developing AC machines first, particularly starting with motors before generators. The practical application concepts and problems are particularly interesting.
• We do need a machinery book with some NEMA standards and tables as found in Hubert's book. Because DC generators are internally AC generators, covering AC before DC is acceptable given a circuits course and knowledge of complex numbers as a prerequisite for this course.
• The author's years of experience with machines has resulted in a clean, concise delivery of the text material enhanced by accompanying schematics, pictures, and sample problems.
• I consider this text to be the best I have seen on the subject of electric machines. The writing style is very good, and the author has both practical and theoretical knowledge. I think this makes the text more believable to the students.
• A good blend between the simple approach to machines found in some texts and the highly technical approach found in others. Among all the new texts I have seen over the past few years, this is the best.
• I feel that the general order of topic coverage (transformers, AC machines, and DC machines) while different from the more usual order (DC, AC, transformers) is reasonable and in fact is the order that we have used in our courses for many years. Mr. Hubert's wealth of experience shows through and I am impressed with what I have read.
• For the general market, the most attractive feature is the stand-alone character of the major sections of the book. The material is well written and the coverage is thorough. Review questions have been well chosen, and homework problems cover the material well. Example problems are appropriate, applicable, and well conceived.
• When one is forced to teach such a course in one semester, one has to make choices on what to teach and on what to skip. In this respect, the author's decision to introduce AC machinery first and leave DC machinery as a standalone module provides some flexibility to the instructor on how to handle the material.

Excerpt. � Reprinted by permission. All rights reserved.

This second edition retains the easy-to-understand student-oriented approach that was the hallmark of the first edition. Additional steps were added to some derivations, and some example problems were expanded for even greater clarity and ease of understanding. New example problems and new homework problems were also added to further enhance student learning. Also added is a section on the high-efficiency NEMA design E AC motors.

The text is designed to be used for a one- or two-semester course in electrical machinery. The minimum prerequisite for effective use of the text is a circuits course and a working knowledge of complex algebra and phasor diagrams. A review of current, voltage, and power relationships in the three-phase system, including applications of complex power, is provided in Appendix A for students who need extra help.

The text is unique in that it responds to the needs of faculty in many colleges who have expressed the desire that more attention be given to current industrial requirements. The most frequent request was for a text that allows faculty to devote more time to motors than to generators, and more time to machine characteristics than to different types of armature windings. To accomplish this, motors are presented before generators, and just enough material on armature windings is provided to acquaint the students with basic armature construction and associated technical terms. NEMA standards and tables are introduced in the solution of application-type problems similar to those found on professional engineering license examinations.

To make more efficient use of student time, transformers and AC machines are presented before DC machines; this sequence was developed and used at the United States Merchant Marine Academy for more than 30 years, where a one-quarter course in AC machines was followed by a one-quarter course in DC machines. Teaching transformers and AC machines when knowledge of AC circuits is still fresh is simple and straightforward. The application of phasor diagrams and complex algebra to equivalent series and equivalent series-parallel circuits of AC machines and transformers provides immediate reinforcement of AC circuit theory.

Alternating current machines and transformers are the building blocks of most present-day power and industrial systems and, as such, require greater emphasis than do DC machines. Furthermore, because conventional DC machines are in effect AC machines whose commutators provide the necessary AC/DC and DC/AC conversion, some additional efficiency may be obtained by presenting AC machines before DC machines.

Presenting motors before generators in both AC and DC machines and presenting DC machines as a stand-alone block of three chapters provide significant freedom in course development. Some easy choices include a one-semester course in only AC machines; a one-semester course in both AC and DC machines (de-emphasizing generators); and a two-semester course that includes all topics on motors and generators for both AC and DC machines. Suggested course outlines are included in the Instructor's Manual.

ORGANIZATION OF THE TEXT

The first chapter provides the basic background common to all machines aid transformers. It includes such topics as the development of mechanical force by the interaction of magnetic fields, electromagnetically induced voltages, space angles, electrical degrees, magnetic circuits, and magnetization curves.

The substance of the machinery course begins with transformers in Chapters 2 and 3. Transformers are relatively easy to visualize, and tie in nicely with the ideal transformer covered in a prerequisite circuits course.

The study of induction machines in Chapters 4 and 5 follows naturally from transformers, where the stator is the primary and the rotor is the secondary. Furthermore, introducing induction machines immediately after transformers permits the newly developed equivalent-circuit model and associated phasor diagrams of the transformer to be easily applied to induction-motor theory, illustrating the common relationship they share. Where feasible, approximations are made that allow simplified and practical calculations.

Single-phase induction motors, discussed in Chapter 6, are a natural continuation of three-phase induction motors. Included are capacitor motors, and resistance split-phase motors. Special-purpose motors, such as shaded-pole motors, reluctance motors, hysteresis motors, stepper motors, universal motors, and linear-induction motors are covered in Chapter 7.

Synchronous motors are developed in Chapter 8, and tie in nicely with the rotating field theory of induction motors. The transition from synchronous motor action to synchronous generator operation is presented in Chapter 9. Changes in power angle, as the shaft load is gradually removed and a driving torque applied, are shown on a common phasor diagram. Also included is the parallel operation of synchronous machines, division of load, and power factor correction.

The material on DC machines is designed as a stand-alone block of three chapters (Chapters 10, 11, and 12), so that if desirable it may be taught effectively prior to AC machines and transformers. Thus, courses with special objectives, curriculum requirements, or laboratory constraints that require the early introduction of DC machines may be easily accommodated. Faculty teaching one-quarter or one-semester courses that emphasize AC machines, but still include a very brief introduction to DC machines, will find Chapter 10 (Principles of DirectCurrent Machines) more than adequate for the purpose.

Chapter 13 provides a brief introduction to electronic and magnetic control of motors. Typical examples of. reversing, speed control, braking, and ladder-type circuits are included. Programmable logic controllers (PLCs) are touched on briefly to provide an insight into this expanding field.

Common Core: The text provides a common core of minimum essentials, supplemented with optional material selected (by the instructor) from a wide range of topics in supplemental chapters. The common core, outlined in the Instructor's Manual, assures a basic understanding of electrical machines, while preparing the student for this millennium. This is accomplished by devoting more time to AC and special-purpose machines than to DC machines, devoting more time to motors than to generators, devoting more time to machine characteristics than to armature windings, and making extensive use of NEMA standards and tables in discussions, examples, and problems.

The common core requires approximately 27 periods and is recommended for all electrical machinery courses regardless of length (one quarter, one semester, two quarters, or two semesters). The limited time available in one-quarter machines courses (approximately 30 periods) will, in most cases, limit course content to the common core. However, if magnetic circuits and transformers are covered in previous courses, these common-core topics should be replaced with optional topics selected to meet regional industrial requirements.

One-semester, two-semester, and two-quarter courses provide ample opportunity for more extensive use of optional topics, enabling the instructor to tailor the course to meet specific objectives. A listing of optional topics available in supplemental chapters is given in the Instructor's Manual, along with a universal one-semester outline that is easily adaptable to different course requirements.

Boldface Letters in Equations: Boldface letters in equations and circuit diagrams are used throughout the text to designate the following as complex numbers: current phasors I, voltage phasors V and E, admittance Y, impedance Z, and phasor power (complex power) S. The corresponding magnitudes are printed as I, V, E, Y, Z, S or I, V, E, Y, Z, S.

Boldface Numbers in Rectangular Brackets: Boldface numbers in rectangular brackets, e.g., 5, direct the student to specific end-of-chapter references. This encourages further investigation; students will not have to search a collection of general references for additional information on a specific topic.

Significant Figures: If the answer to one part of a problem is required data for the solution of another part, the unrounded answer is used to minimize continuing errors. Thus, where appropriate, the answers to multipart problems are given in both unrounded form and rounded form. For example, if the answer to part (a) of a problem calls for three significant figures, the text may show it as 127.1648 => 127. Although 127 is the answer, 127.1648 is substituted in parts (b), (c), etc., as appropriate.

Summary of Equations: A summary of equations at the end of each chapter helps guide the students in solving chapter problems, and is a handy reference for the electrical power portions of professional engineering exams. Furthermore, since the equations are keyed to the text, it is easy for the reader to find the associated application and derivation.

Problem Numbers: Problem numbers are keyed to chapter sections by a triple-number system. For example, Problem 5-9/12 indicates that Chapter 5, Problem 9, requires Section 5-12. This makes it easier for faculty to assign homework problems, and easier for a student to pick additional problems for review. Problems recommended for computer solution (using commercially available software) are indicated with an asterisk.

Most helpful customer reviews

0 of 0 people found the following review helpful.
Cheaply bound
By D L O
The binding on this book will split in two if you need to look at any chapters in the middle of it. I wish I wasn't the type of person that likes having the printed version.. because I am sure the PDF versions of this are (probably) perfectly alright.

0 of 0 people found the following review helpful.
Five Stars
By Jake Y.
cool

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