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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: 782
  • Telecharger: 782
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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


Think and Grow Rich

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Think and Grow Rich - Napoleon Hill - The most famous of all teachers of success spent "a fortune and the better part of a lifetime of effort" to produce t ...

  • L'auteur : Napoleon Hill
  • Editeur: Phoemixx Classics Ebooks
  • ISBN: 3985943753
  • Genre: Self-Help
  • Nombre de pages: 399
  • Langue: French/English
  • Vues: 431
  • Telecharger: 431
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Détails: Think and Grow Rich - Napoleon Hill - The most famous of all teachers of success spent "a fortune and the better part of a lifetime of effort" to produce the "Law of Success" philosophy that forms the basis of his books and that is so powerfully summarized and explained for the general public in this book. In Think and Grow Rich, Hill draws on stories of Andrew Carnegie, Thomas Edison, Henry Ford, and other millionaires of his generation to illustrate his principles. This book will teach you the secrets that could bring you a fortune. It will show you not only what to do but how to do it. Once you learn and apply the simple, basic techniques revealed here, you will have mastered the secret of true and lasting success. Money and material things are essential for freedom of body and mind, but there are some who will feel that the greatest of all riches can be evaluated only in terms of lasting friendships, loving family relationships, understanding between business associates, and introspective harmony which brings one true peace of mind! All who read, understand, and apply this philosophy will be better prepared to attract and enjoy these spiritual values.


I Am Malala

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A MEMOIR BY THE YOUNGEST RECIPIENT OF THE NOBEL PEACE PRIZE As seen on Netflix with David Letterman "I come from a country that was created at midnight. Wh ...

  • L'auteur : Malala Yousafzai
  • Editeur: Little, Brown
  • ISBN: 0316322415
  • Genre: Biography & Autobiography
  • Nombre de pages: 336
  • Langue: French/English
  • Vues: 1347
  • Telecharger: 1347
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Détails: A MEMOIR BY THE YOUNGEST RECIPIENT OF THE NOBEL PEACE PRIZE As seen on Netflix with David Letterman "I come from a country that was created at midnight. When I almost died it was just after midday." When the Taliban took control of the Swat Valley in Pakistan, one girl spoke out. Malala Yousafzai refused to be silenced and fought for her right to an education. On Tuesday, October 9, 2012, when she was fifteen, she almost paid the ultimate price. She was shot in the head at point-blank range while riding the bus home from school, and few expected her to survive. Instead, Malala's miraculous recovery has taken her on an extraordinary journey from a remote valley in northern Pakistan to the halls of the United Nations in New York. At sixteen, she became a global symbol of peaceful protest and the youngest nominee ever for the Nobel Peace Prize. I AM MALALA is the remarkable tale of a family uprooted by global terrorism, of the fight for girls' education, of a father who, himself a school owner, championed and encouraged his daughter to write and attend school, and of brave parents who have a fierce love for their daughter in a society that prizes sons. I AM MALALA will make you believe in the power of one person's voice to inspire change in the world.


Coronavirus: A Book for Children

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“An elegant, effective work. Download this now, read it immediately, share it with everyone you know.” —School Library Journal (starred review) This ...

  • L'auteur : Elizabeth Jenner,Kate Wilson,Nia Roberts
  • Editeur: Candlewick Press
  • ISBN: 1536219215
  • Genre: Juvenile Nonfiction
  • Nombre de pages: 28
  • Langue: French/English
  • Vues: 1327
  • Telecharger: 1327
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Détails: “An elegant, effective work. Download this now, read it immediately, share it with everyone you know.” —School Library Journal (starred review) This informative and accessible guide for young readers defines the coronavirus, explains why everyday routines have been disrupted, and lays out how everyone can do their part to help. With child-appropriate answers and explanations, the book addresses key questions, like: How do you catch coronavirus and what happens if you have it? Why are people so worried about it? Is there a cure? Why do we have to stay home? What can I do to help? And what happens next?


The Giver (illustrated; gift edition)

Telecharger pdf The Giver (illustrated; gift edition)

1994 Newbery Medal Winner The Giver, the 1994 Newbery Medal winner, has become one of the most influential novels of our time. The haunting story centers o ...

  • L'auteur : Lois Lowry
  • Editeur: Houghton Mifflin Harcourt
  • ISBN: 0547946961
  • Genre: Young Adult Fiction
  • Nombre de pages: 208
  • Langue: French/English
  • Vues: 597
  • Telecharger: 597
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Détails: 1994 Newbery Medal Winner The Giver, the 1994 Newbery Medal winner, has become one of the most influential novels of our time. The haunting story centers on twelve-year-old Jonas, who lives in a seemingly ideal, if colorless, world of conformity and contentment. Not until he is given his life assignment as the Receiver of Memory does he begin to understand the dark, complex secrets behind his fragile community. Lois Lowry has written three companion novels to The Giver, including Gathering Blue, Messenger, and Son.


Charlotte's Web

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This beloved book by E. B. White, author of Stuart Little and The Trumpet of the Swan, is a classic of children's literature that is "just about perfect." ...

  • L'auteur : E. B. White
  • Editeur: HarperCollins
  • ISBN: 0062406787
  • Genre: Juvenile Fiction
  • Nombre de pages: 192
  • Langue: French/English
  • Vues: 950
  • Telecharger: 950
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Détails: This beloved book by E. B. White, author of Stuart Little and The Trumpet of the Swan, is a classic of children's literature that is "just about perfect." Illustrations in this ebook appear in vibrant full color on a full-color device and in rich black-and-white on all other devices. Some Pig. Humble. Radiant. These are the words in Charlotte's Web, high up in Zuckerman's barn. Charlotte's spiderweb tells of her feelings for a little pig named Wilbur, who simply wants a friend. They also express the love of a girl named Fern, who saved Wilbur's life when he was born the runt of his litter. E. B. White's Newbery Honor Book is a tender novel of friendship, love, life, and death that will continue to be enjoyed by generations to come. It contains illustrations by Garth Williams, the acclaimed illustrator of E. B. White's Stuart Little and Laura Ingalls Wilder's Little House series, among many other books.


How to Win Friends and Influence People

Telecharger pdf How to Win Friends and Influence People

In the present book, How to Win Friends and Influence People, Dale Carnegie says, “You can make someone want to do what you want them to do by seeing the ...

  • L'auteur : Dale Carnegie
  • Editeur: Prabhat Prakashan
  • ISBN:
  • Genre: Self-Help
  • Nombre de pages: 195
  • Langue: French/English
  • Vues: 1884
  • Telecharger: 1884
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Détails: In the present book, How to Win Friends and Influence People, Dale Carnegie says, “You can make someone want to do what you want them to do by seeing the situation from the other person’s point of view and arousing in the other person an eager want.” You learn how to make people like you, win people over to your way of thinking, and change people without causing offense or arousing resentment. For instance, “let the other person feel that the idea is his or hers” and “talk about your own mistakes before criticizing the other person.” This book is all about building relationships. With good relationships, personal and business successes are easy and swift to achieve. Twelve Ways to Win People to Your Way of Thinking 1. The only way to get the best of an argument is to avoid it. 2. Show respect for the other person's opinions. Never say "You're wrong." 3. If you're wrong, admit it quickly and emphatically. 4. Begin in a friendly way. 5. Start with questions to which the other person will answer yes. 6. Let the other person do a great deal of the talking. 7. Let the other person feel the idea is his or hers. 8. Try honestly to see things from the other person's point of view. 9. Be sympathetic with the other person's ideas and desires. 10. Appeal to the nobler motives. 11. Dramatize your ideas. 12.Throw down a challenge.


Capital in the Twenty-First Century

Telecharger pdf Capital in the Twenty-First Century

The main driver of inequality—returns on capital that exceed the rate of economic growth—is again threatening to generate extreme discontent and underm ...

  • L'auteur : Thomas Piketty
  • Editeur: Harvard University Press
  • ISBN: 0674982932
  • Genre: Business & Economics
  • Nombre de pages: 816
  • Langue: French/English
  • Vues: 1865
  • Telecharger: 1865
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Détails: The main driver of inequality—returns on capital that exceed the rate of economic growth—is again threatening to generate extreme discontent and undermine democratic values. Thomas Piketty’s findings in this ambitious, original, rigorous work will transform debate and set the agenda for the next generation of thought about wealth and inequality.


The Art of Building Cities

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This classic is organized as follows: I. The Relationship Between Buildings, Monuments, and Public Squares II. Open Centers of Public Places III. The Enclo ...

  • L'auteur : Camillo Sitte
  • Editeur: Ravenio Books
  • ISBN:
  • Genre: Architecture
  • Nombre de pages: 128
  • Langue: French/English
  • Vues: 887
  • Telecharger: 887
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Détails: This classic is organized as follows: I. The Relationship Between Buildings, Monuments, and Public Squares II. Open Centers of Public Places III. The Enclosed Character of the Public Square IV. The Form and Expanse of Public Squares V. The Irregularity of Ancient Public Squares VI. Groups of Public Squares VII. Arrangement of Public Squares in Northern Europe VIII. The Artless and Prosaic Character of Modern City Planning IX. Modern Systems X. Modern Limitations on Art in City Planning XI. Improved Modern Systems XII. Artistic Principles in City Planning— An Illustration XIII. Conclusion


The Tale of Peter Rabbit

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Once upon a time there were four little Rabbits, and their names were— Flopsy, Mopsy, Cotton-tail, and Peter. ...

  • L'auteur : Beatrix Potter
  • Editeur: VM eBooks
  • ISBN:
  • Genre: Juvenile Fiction
  • Nombre de pages: N.A
  • Langue: French/English
  • Vues: 1763
  • Telecharger: 1763
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Détails: Once upon a time there were four little Rabbits, and their names were— Flopsy, Mopsy, Cotton-tail, and Peter.


The Black Cat

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"The Black Cat" is a short story by Edgar Allan Poe. It was first published in the August 19, 1843, edition of The Saturday Evening Post. It is a study of ...

  • L'auteur : Edgar Allan Poe
  • Editeur: Strelbytskyy Multimedia Publishing
  • ISBN:
  • Genre: Fiction
  • Nombre de pages: N.A
  • Langue: French/English
  • Vues: 951
  • Telecharger: 951
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Détails: "The Black Cat" is a short story by Edgar Allan Poe. It was first published in the August 19, 1843, edition of The Saturday Evening Post. It is a study of the psychology of guilt, often paired in analysis with Poe's "The Tell-Tale Heart". In both, a murderer carefully conceals his crime and believes himself unassailable, but eventually breaks down and reveals himself, impelled by a nagging reminder of his guilt.


The Magic of Thinking Big

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The timeless and practical advice in The Magic of Thinking Big clearly demonstrates how you can: Sell more Manage better Lead fearlessly Earn more Enjoy a ...

  • L'auteur : David J. Schwartz
  • Editeur: Penguin
  • ISBN: 0698198581
  • Genre: Self-Help
  • Nombre de pages: 256
  • Langue: French/English
  • Vues: 356
  • Telecharger: 356
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Détails: The timeless and practical advice in The Magic of Thinking Big clearly demonstrates how you can: Sell more Manage better Lead fearlessly Earn more Enjoy a happier, more fulfilling life With applicable and easy-to-implement insights, you’ll discover: Why believing you can succeed is essential How to quit making excuses The means to overcoming fear and finding confidence How to develop and use creative thinking and dreaming Why making (and getting) the most of your attitudes is critical How to think right towards others The best ways to make “action” a habit How to find victory in defeat Goals for growth, and How to think like a leader "Believe Big,” says Schwartz. “The size of your success is determined by the size of your belief. Think little goals and expect little achievements. Think big goals and win big success. Remember this, too! Big ideas and big plans are often easier -- certainly no more difficult - than small ideas and small plans."


The Murders in the Rue Morgue

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Often claimed to be among the first modern detective stories written, "The Murders in the Rue Morgue" exemplifies Poe’s interest in the workings of the m ...

  • L'auteur : Edgar Allan Poe
  • Editeur: Lindhardt og Ringhof
  • ISBN: 8726587033
  • Genre: Fiction
  • Nombre de pages: 16
  • Langue: French/English
  • Vues: 875
  • Telecharger: 875
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Détails: Often claimed to be among the first modern detective stories written, "The Murders in the Rue Morgue" exemplifies Poe’s interest in the workings of the mind when facing cases that need to be solved. C. Auguste Dupin, the protagonist, is the forefather of all great detectives such as Sherlock Holmes, Hercule Poirot, and Philip Marlowe. Different from Poe’s terror or horror-laden tales, the story nonetheless abounds in strange occurrences and horrific depictions. It has been made into several movie and TV adaptations, as well as radio programmes. Edgar Allan Poe (1809-1849) was an American poet, author, and literary critic. Most famous for his poetry, short stories, and tales of the supernatural, mysterious, and macabre, he is also regarded as the inventor of the detective genre and a contributor to the emergence of science fiction, dark romanticism, and weird fiction. His most famous works include "The Raven" (1945), "The Black Cat" (1943), and "The Gold-Bug" (1843).


Cooking with Scraps

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“A whole new way to celebrate ingredients that have long been wasted. Lindsay-Jean is a master of efficiency and we’re inspired to follow her lead!” ...

  • L'auteur : Lindsay-Jean Hard
  • Editeur: Workman Publishing
  • ISBN: 1523505168
  • Genre: Cooking
  • Nombre de pages: 208
  • Langue: French/English
  • Vues: 749
  • Telecharger: 749
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Détails: “A whole new way to celebrate ingredients that have long been wasted. Lindsay-Jean is a master of efficiency and we’re inspired to follow her lead!” —Amanda Hesser and Merrill Stubbs, cofounders of Food52 In 85 innovative recipes, Lindsay-Jean Hard—who writes the “Cooking with Scraps” column for Food52—shows just how delicious and surprising the all-too-often-discarded parts of food can be, transforming what might be considered trash into culinary treasure. Here’s how to put those seeds, stems, tops, rinds to good use for more delicious (and more frugal) cooking: Carrot greens—bright, fresh, and packed with flavor—make a zesty pesto. Water from canned beans behaves just like egg whites, perfect for vegan mayonnaise that even non-vegans will love. And serve broccoli stems olive-oil poached on lemony ricotta toast. It’s pure food genius, all the while critically reducing waste one dish at a time. “I love this book because the recipes matter...show[ing] us how to utilize the whole plant, to the betterment of our palate, our pocketbook, and our place.” —Eugenia Bone, author of The Kitchen Ecosystem “Packed with smart, approachable recipes for beautiful food made with ingredients that you used to throw in the compost bin!” —Cara Mangini, author of The Vegetable Butcher


We Were Liars

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#1 NEW YORK TIMES BESTSELLER • A modern, sophisticated suspense novel from National Book Award finalist, and Printz Award honoree E. Lockhart. A beautifu ...

  • L'auteur : E. Lockhart
  • Editeur: Delacorte Press
  • ISBN: 0375984402
  • Genre: Young Adult Fiction
  • Nombre de pages: 240
  • Langue: French/English
  • Vues: 630
  • Telecharger: 630
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Détails: #1 NEW YORK TIMES BESTSELLER • A modern, sophisticated suspense novel from National Book Award finalist, and Printz Award honoree E. Lockhart. A beautiful and distinguished family. A private island. A brilliant, damaged girl; a passionate, political boy. A group of four friends—the Liars—whose friendship turns destructive. A revolution. An accident. A secret. Lies upon lies. True love. The truth. Read it. And if anyone asks you how it ends, just LIE. "Thrilling, beautiful, and blisteringly smart, We Were Liars is utterly unforgettable." —John Green, #1 New York Times bestselling author of The Fault in Our Stars


A Pattern Language

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You can use this book to design a house for yourself with your family; you can use it to work with your neighbors to improve your town and neighborhood; yo ...

  • L'auteur : Christopher Alexander
  • Editeur: Oxford University Press
  • ISBN: 0190050357
  • Genre: Architecture
  • Nombre de pages: N.A
  • Langue: French/English
  • Vues: 371
  • Telecharger: 371
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Détails: You can use this book to design a house for yourself with your family; you can use it to work with your neighbors to improve your town and neighborhood; you can use it to design an office, or a workshop, or a public building. And you can use it to guide you in the actual process of construction. After a ten-year silence, Christopher Alexander and his colleagues at the Center for Environmental Structure are now publishing a major statement in the form of three books which will, in their words, "lay the basis for an entirely new approach to architecture, building and planning, which will we hope replace existing ideas and practices entirely." The three books are The Timeless Way of Building, The Oregon Experiment, and this book, A Pattern Language. At the core of these books is the idea that people should design for themselves their own houses, streets, and communities. This idea may be radical (it implies a radical transformation of the architectural profession) but it comes simply from the observation that most of the wonderful places of the world were not made by architects but by the people. At the core of the books, too, is the point that in designing their environments people always rely on certain "languages," which, like the languages we speak, allow them to articulate and communicate an infinite variety of designs within a forma system which gives them coherence. This book provides a language of this kind. It will enable a person to make a design for almost any kind of building, or any part of the built environment. "Patterns," the units of this language, are answers to design problems (How high should a window sill be? How many stories should a building have? How much space in a neighborhood should be devoted to grass and trees?). More than 250 of the patterns in this pattern language are given: each consists of a problem statement, a discussion of the problem with an illustration, and a solution. As the authors say in their introduction, many of the patterns are archetypal, so deeply rooted in the nature of things that it seemly likely that they will be a part of human nature, and human action, as much in five hundred years as they are today.


The Dead (A Novella)

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Considered as one of the greatest short stories in the Western Canon, James Joyce's complex narrative "The Dead", explores the intricate issues of identity ...

  • L'auteur : James Joyce
  • Editeur: e-artnow
  • ISBN: 8074843351
  • Genre: Fiction
  • Nombre de pages: 87
  • Langue: French/English
  • Vues: 842
  • Telecharger: 842
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Détails: Considered as one of the greatest short stories in the Western Canon, James Joyce's complex narrative "The Dead", explores the intricate issues of identity and power through the lens of language, patriarchy, and imperialism. These issues are directly tied to the longstanding political turmoil of his native Ireland and the social questions of his day. Joyce's story reveals that we often achieve what we tried to avoid by pretending to be what we are not. The Dead is often considered a novella and the best of Joyce's shorter works.


The Count of Monte Cristo

Telecharger pdf The Count of Monte Cristo

ÊOn the 24th of February, 1815, the look-out at Notre-Dame de la Garde signalled the three-master, thePharaonÊfrom Smyrna, Trieste, and Naples. As usual, ...

  • L'auteur : Alexandre Dumas
  • Editeur: Library of Alexandria
  • ISBN: 1613104928
  • Genre: ,
  • Nombre de pages: N.A
  • Langue: French/English
  • Vues: 1975
  • Telecharger: 1975
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Détails: ÊOn the 24th of February, 1815, the look-out at Notre-Dame de la Garde signalled the three-master, thePharaonÊfrom Smyrna, Trieste, and Naples. As usual, a pilot put off immediately, and rounding the Chateau d'If, got on board the vessel between Cape Morgion and Rion island. Immediately, and according to custom, the ramparts of Fort Saint-Jean were covered with spectators; it is always an event at Marseilles for a ship to come into port, especially when this ship, like theÊPharaon, has been built, rigged, and laden at the old Phocee docks, and belongs to an owner of the city. The ship drew on and had safely passed the strait, which some volcanic shock has made between the Calasareigne and Jaros islands; had doubled Pomegue, and approached the harbor under topsails, jib, and spanker, but so slowly and sedately that the idlers, with that instinct which is the forerunner of evil, asked one another what misfortune could have happened on board. However, those experienced in navigation saw plainly that if any accident had occurred, it was not to the vessel herself, for she bore down with all the evidence of being skilfully handled, the anchor a-cockbill, the jib-boom guys already eased off, and standing by the side of the pilot, who was steering theÊPharaonÊtowards the narrow entrance of the inner port, was a young man, who, with activity and vigilant eye, watched every motion of the ship, and repeated each direction of the pilot. The vague disquietude which prevailed among the spectators had so much affected one of the crowd that he did not await the arrival of the vessel in harbor, but jumping into a small skiff, desired to be pulled alongside thePharaon, which he reached as she rounded into La Reserve basin. When the young man on board saw this person approach, he left his station by the pilot, and, hat in hand, leaned over the ship's bulwarks. He was a fine, tall, slim young fellow of eighteen or twenty, with black eyes, and hair as dark as a raven's wing; and his whole appearance bespoke that calmness and resolution peculiar to men accustomed from their cradle to contend with danger.


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