Grasp machine learning concepts, techniques, and algorithms with the help of real-world examples using Python libraries such as TensorFlow and scikit-learn Key Features * Exploit the power of Python to explore the world of data mining and data analytics * Discover machine learning algorithms to solve complex challenges faced by data scientists today * Use Python libraries such as TensorFlow and Keras to create smart cognitive actions for your projects Book Description The surge in interest in machine learning (ML) is due to the fact that it revolutionizes automation by learning patterns in data and using them to make predictions and decisions. If you’re interested in ML, this book will serve as your entry point to ML. Python Machine Learning By Example begins with an introduction to important ML concepts and implementations using Python libraries. Each chapter of the book walks you through an industry adopted application. You’ll implement ML techniques in areas such as exploratory data analysis, feature engineering, and natural language processing (NLP) in a clear and easy-to-follow way. With the help of this extended and updated edition, you’ll understand how to tackle data-driven problems and implement your solutions with the powerful yet simple Python language and popular Python packages and tools such as TensorFlow, scikit-learn, gensim, and Keras. To aid your understanding of popular ML algorithms, the book covers interesting and easy-to-follow examples such as news topic modeling and classification, spam email detection, stock price forecasting, and more. By the end of the book, you’ll have put together a broad picture of the ML ecosystem and will be well-versed with the best practices of applying ML techniques to make the most out of new opportunities. What you will learn * Understand the important concepts in machine learning and data science * Use Python to explore the world of data mining and analytics * Scale up model training using varied data complexities with Apache Spark * Delve deep into text and NLP using Python libraries such NLTK and gensim * Select and build an ML model and evaluate and optimize its performance * Implement ML algorithms from scratch in Python, TensorFlow, and scikit-learn Who this book is for If you’re a machine learning aspirant, data analyst, or data engineer highly passionate about machine learning and want to begin working on ML assignments, this book is for you. Prior knowledge of Python coding is assumed and basic familiarity with statistical concepts will be beneficial although not necessary.

Text processing and pattern matching simplified About This Book ? Master the fastest and most elegant big data munging language ? Implement text processing and pattern matching using the advanced features of AWK and GAWK ? Implement debugging and inter-process communication using GAWK Who This Book Is For This book is for developers or analysts who are inclined to learn how to do text processing and data extraction in a Unix-like environment. Basic understanding of Linux operating system and shell scripting will help you to get the most out of the book. What You Will Learn ? Create and use different expressions and control flow statements in AWK ? Use Regular Expressions with AWK for effective text-processing ? Use built-in and user-defined variables to write AWK programs ? Use redirections in AWK programs and create structured reports ? Handle non-decimal input, 2-way inter-process communication with Gawk ? Create small scripts to reformat data to match patterns and process texts In Detail AWK is one of the most primitive and powerful utilities which exists in all Unix and Unix-like distributions. It is used as a command-line utility when performing a basic text-processing operation, and as programming language when dealing with complex text-processing and mining tasks. With this book, you will have the required expertise to practice advanced AWK programming in real-life examples. The book starts off with an introduction to AWK essentials. You will then be introduced to regular expressions, AWK variables and constants, arrays and AWK functions and more. The book then delves deeper into more complex tasks, such as printing formatted output in AWK, control flow statements, GNU's implementation of AWK covering the advanced features of GNU AWK, such as network communication, debugging, and inter-process communication in the GAWK programming language which is not easily possible with AWK. By the end of this book, the reader will have worked on the practical implementation of text processing and pattern matching using AWK to perform routine tasks. Style and approach An easy-to-follow, step by step guide which will help you get to grips with real-world applications of AWK programming.

《零起?马上口说泰语》包含两大内容！正文部分是实用会话。该部分共有15个话题，2 000多句实用会话，网罗了生活中的方方面面，包括日常寒暄、居家生活、生活服务、交通出行、休闲娱乐、欢度节日、恋爱婚姻、交际往来、情感表达、电话交流、旅游度假、乘机事宜、宾馆住宿、时尚话题和职场工作。附录部分收录泰语核心词汇，涵盖了数字、公司岗位、食品、泰国节假日、泰国政府机构与执政职位、国际品牌等，旨在扩大读者的词汇量。

Novel for children. According to Wikipedia: "Edith Nesbit (married name Edith Bland; 15 August 1858 – 4 May 1924) was an English author and poet whose children's works were published under the name of E. Nesbit. She wrote or collaborated on over 60 books of fiction for children, several of which have been adapted for film and television. She was also a political activist and co-founded the Fabian Society, a precursor to the modern Labour Party.... Nesbit published approximately 40 books for children, both novels and collections of stories. Collaborating with others, she published almost as many more. According to her biographer Julia Briggs, Nesbit was "the first modern writer for children": "(Nesbit) helped to reverse the great tradition of children's literature inaugurated by [Lewis] Carroll, [George] MacDonald and Kenneth Grahame, in turning away from their secondary worlds to the tough truths to be won from encounters with things-as-they-are, previously the province of adult novels." Briggs also credits Nesbit with having invented the children's adventure story. Among Nesbit's best-known books are The Story of the Treasure Seekers (1898) and The Wouldbegoods (1899), which both recount stories about the Bastables, a middle class family that has fallen on relatively hard times. Her children's writing also included numerous plays and collections of verse. She created an innovative body of work that combined realistic, contemporary children in real-world settings with magical objects and adventures and sometimes travel to fantastic worlds."

Novel for children. According to Wikipedia: "Edith Nesbit (married name Edith Bland; 15 August 1858 – 4 May 1924) was an English author and poet whose children's works were published under the name of E. Nesbit. She wrote or collaborated on over 60 books of fiction for children, several of which have been adapted for film and television. She was also a political activist and co-founded the Fabian Society, a precursor to the modern Labour Party.... Nesbit published approximately 40 books for children, both novels and collections of stories. Collaborating with others, she published almost as many more. According to her biographer Julia Briggs, Nesbit was "the first modern writer for children": "(Nesbit) helped to reverse the great tradition of children's literature inaugurated by [Lewis] Carroll, [George] MacDonald and Kenneth Grahame, in turning away from their secondary worlds to the tough truths to be won from encounters with things-as-they-are, previously the province of adult novels." Briggs also credits Nesbit with having invented the children's adventure story. Among Nesbit's best-known books are The Story of the Treasure Seekers (1898) and The Wouldbegoods (1899), which both recount stories about the Bastables, a middle class family that has fallen on relatively hard times. Her children's writing also included numerous plays and collections of verse. She created an innovative body of work that combined realistic, contemporary children in real-world settings with magical objects and adventures and sometimes travel to fantastic worlds."

According to Wikipedia: "Lewis "Lew" Wallace (April 10, 1827 – February 15, 1905) was a lawyer, governor, Union general in the American Civil War, American statesman, and author, best remembered for his historical novel Ben-Hur: A Tale of the Christ… Wallace's most notable service came in July 1864, at the Battle of Monocacy, part of the Valley Campaigns of 1864... Wallace participated in the military commission trial of the Lincoln assassination conspirators as well as the court-martial of Henry Wirz, commandant of the Andersonville prison camp. He resigned from the army on November 30, 1865. Late in the war, he directed secret efforts by the government to help the Mexicans remove the French occupation forces who had seized control of Mexico in 1864. He continued in those efforts more publicly after the war and was offered a major general's commission in the Mexican army after his resignation from the U.S. Army. Multiple promises by the Mexican revolutionaries were never delivered, which forced Wallace into deep financial debt. Wallace held a number of important political posts during the 1870s and 1880s. He served as governor of New Mexico Territory from 1878 to 1881, and as U.S. Minister to the Ottoman Empire from 1881 to 1885... While serving as governor, Wallace completed the novel that made him famous: Ben-Hur: A Tale of the Christ (1880). It grew to be the best-selling American novel of the 19th century. The book has never been out of print and has been filmed four times."

Classic novel. According to Wikipedia: "George Robert Gissing (November 22, 1857 – December 28, 1903) was an English novelist who wrote twenty-three novels between 1880 and 1903. From his early naturalistic works, he developed into one of the most accomplished realists of the late-Victorian era. ... In 1880 when his first novel, Workers in the Dawn, proved to be an abject failure, he became a private tutor to keep poverty from the door. In 1883, he separated from his wife, now an alcoholic, but gave her a weekly income on what little money he had until her death in 1888. In 1884 his second novel, The Unclassed, which saw a marked improvement in style and characterisation, met with moderate critical acclaim. After this Gissing published novels almost on a yearly basis, but so little money did they bring him, that for several more years he had to continue working as a tutor. Although notoriously exploited by his publishers, he was able to visit Italy in 1889 from the sale of the copyright of The Nether World, his most pessimistic book. Between 1891 and 1897 (his so-called middle period) Gissing produced his best works, which include New Grub Street, Born in Exile, The Odd Women, In the Year of Jubilee, and The Whirlpool. In advance of their time, they variously deal with the growing commercialism of the literary market, religious charlatanism, the situation of emancipated women in a male-dominated society, the poverty of the working classes, and marriage in a decadent world. During this period, having belatedly become aware of the financial rewards of writing short stories for the press, he produced almost seventy stories. As a result he was able to give up teaching. ... The middle years of the decade saw Gissing's reputation reach new heights: by some critics he is counted alongside George Meredith and Thomas Hardy as one of the best three novelists of his day. He also enjoyed new friendships with fellow writers such as Henry James, and H.G. Wells, and came into contact with many other up and coming writers such as Joseph Conrad and Stephen Crane. ... In 1903 Gissing published The Private Papers of Henry Ryecroft, which brought him much acclaim. This is his most autobiographical work. It is the memoir of the last happy years of a writer who had struggled much like Gissing, but thanks to a late legacy had been able to give up writing to retire to the countryside."

The classic Russian play, in verse translation. According to Wikipedia: "Alexander Sergeyevich Pushkin (1799 - 1837) was a Russian Romantic author who is considered to be the greatest Russian poet and the founder of modern Russian literature. Pushkin pioneered the use of vernacular speech in his poems and plays, creating a style of storytelling, mixing drama, romance, and satire, associated with Russian literature ever since and greatly influencing later Russian writers."

This book-collection file includes the collections: The $30,000 Bequest and Other Stories, Alonzo Fitz and Other Stories, The Curious Republic of gondour and other Whimsical Sketches, The Man That Corrupted Hadleyburg and Other Stories, and A Mysterious Stranger. It also includes the individual stories: 1601, Extract from Captain Stormfield's Visit to Heave, The Recent Carnival of Crime in Connecticut, A Dog's Tale, A Double Barreled Detective, Extracts from Adam's Diary, Goldsmith's Friend Abroad Again, A Horse's Tale, Those Extraordinary Twins, Tom Sawyer Abroad, and Tom Sawyer Detective. According to Wikipedia: "Samuel Langhorne Clemens (November 30, 1835 – April 21, 1910),[1] better known by the pen name Mark Twain, was an American humorist, satirist, lecturer and writer. Twain is most noted for his novels Adventures of Huckleberry Finn, which has since been called the Great American Novel,[2] and The Adventures of Tom Sawyer. He is also known for his quotations.[3][4] During his lifetime, Twain became a friend to presidents, artists, industrialists and European royalty. Twain enjoyed immense public popularity, and his keen wit and incisive satire earned him praise from both critics and peers. American author William Faulkner called Twain "the father of American literature."

Classic novel. According to Wikipedia: "George Robert Gissing (November 22, 1857 – December 28, 1903) was an English novelist who wrote twenty-three novels between 1880 and 1903. From his early naturalistic works, he developed into one of the most accomplished realists of the late-Victorian era. ... In 1880 when his first novel, Workers in the Dawn, proved to be an abject failure, he became a private tutor to keep poverty from the door. In 1883, he separated from his wife, now an alcoholic, but gave her a weekly income on what little money he had until her death in 1888. In 1884 his second novel, The Unclassed, which saw a marked improvement in style and characterisation, met with moderate critical acclaim. After this Gissing published novels almost on a yearly basis, but so little money did they bring him, that for several more years he had to continue working as a tutor. Although notoriously exploited by his publishers, he was able to visit Italy in 1889 from the sale of the copyright of The Nether World, his most pessimistic book. Between 1891 and 1897 (his so-called middle period) Gissing produced his best works, which include New Grub Street, Born in Exile, The Odd Women, In the Year of Jubilee, and The Whirlpool. In advance of their time, they variously deal with the growing commercialism of the literary market, religious charlatanism, the situation of emancipated women in a male-dominated society, the poverty of the working classes, and marriage in a decadent world. During this period, having belatedly become aware of the financial rewards of writing short stories for the press, he produced almost seventy stories. As a result he was able to give up teaching. ... The middle years of the decade saw Gissing's reputation reach new heights: by some critics he is counted alongside George Meredith and Thomas Hardy as one of the best three novelists of his day. He also enjoyed new friendships with fellow writers such as Henry James, and H.G. Wells, and came into contact with many other up and coming writers such as Joseph Conrad and Stephen Crane. ... In 1903 Gissing published The Private Papers of Henry Ryecroft, which brought him much acclaim. This is his most autobiographical work. It is the memoir of the last happy years of a writer who had struggled much like Gissing, but thanks to a late legacy had been able to give up writing to retire to the countryside."

Classic novel. According to Wikipedia: "George Robert Gissing (November 22, 1857 – December 28, 1903) was an English novelist who wrote twenty-three novels between 1880 and 1903. From his early naturalistic works, he developed into one of the most accomplished realists of the late-Victorian era. ... In 1880 when his first novel, Workers in the Dawn, proved to be an abject failure, he became a private tutor to keep poverty from the door. In 1883, he separated from his wife, now an alcoholic, but gave her a weekly income on what little money he had until her death in 1888. In 1884 his second novel, The Unclassed, which saw a marked improvement in style and characterisation, met with moderate critical acclaim. After this Gissing published novels almost on a yearly basis, but so little money did they bring him, that for several more years he had to continue working as a tutor. Although notoriously exploited by his publishers, he was able to visit Italy in 1889 from the sale of the copyright of The Nether World, his most pessimistic book. Between 1891 and 1897 (his so-called middle period) Gissing produced his best works, which include New Grub Street, Born in Exile, The Odd Women, In the Year of Jubilee, and The Whirlpool. In advance of their time, they variously deal with the growing commercialism of the literary market, religious charlatanism, the situation of emancipated women in a male-dominated society, the poverty of the working classes, and marriage in a decadent world. During this period, having belatedly become aware of the financial rewards of writing short stories for the press, he produced almost seventy stories. As a result he was able to give up teaching. ... The middle years of the decade saw Gissing's reputation reach new heights: by some critics he is counted alongside George Meredith and Thomas Hardy as one of the best three novelists of his day. He also enjoyed new friendships with fellow writers such as Henry James, and H.G. Wells, and came into contact with many other up and coming writers such as Joseph Conrad and Stephen Crane. ... In 1903 Gissing published The Private Papers of Henry Ryecroft, which brought him much acclaim. This is his most autobiographical work. It is the memoir of the last happy years of a writer who had struggled much like Gissing, but thanks to a late legacy had been able to give up writing to retire to the countryside."

Diese Datei enth?lt (im Original Deutsch): Die Verwandlung; Betrachtung: Kleine Erz?hlungen; Ein Landarzt: Kleine Erz?hlungen; Ein Hungerkünstler, Erz?hlung; In der Strafkolonie, Erz?hlung; und Das Urteil, Erz?hlung. Nach Wikipedia: Franz Kafka (3. Juli 1883 - 3. Juni 1924) war ein bedeutender Schriftsteller des 20. Jahrhunderts. Er wurde in einer deutschsprachigen jüdischen Familie in Prag, B?hmen (heute Tschechische Republik), ?sterreich-Ungarn geboren. Sein einzigartiger Schriftk?rper, von dem viele unvollst?ndig sind und der haupts?chlich posthum ver?ffentlicht wurde, gilt als einer der einflussreichsten in der westlichen Literatur. Kafka wurde in einem der H?user am Prager Altstadtplatz geboren, direkt neben der St.-Nikolaus-Kirche. In diesem Haus wurde eine Galerie mit einer Dauerausstellung über Kafkas Leben er?ffnet. Seine Geschichten umfassen die Metamorphose (1912) und In der Strafkolonie (1914), w?hrend seine Romane The Trial (1925), The Castle (1926) und Amerika (1927) sind.

According to Wikipedia: "Sarah Margaret Fuller Ossoli (May 23, 1810 – July 19, 1850), commonly known as Margaret Fuller, was an American journalist, critic, and women's rights advocate associated with the American transcendentalism movement. She was the first full-time American female book reviewer in journalism. Her book Woman in the Nineteenth Century is considered the first major feminist work in the United States."

Two English history books for children. A Child's History of England by Charles Dickens and A Young Folks' History of England by Charlotte Yonge.

Manual of how things work, with 233 illustrations, first published around 1905. "Dealing in Simple Language With Steam, Electricity, Light, Heat, Sound Hydraulics, Optics etc." According to Wikipedia: "Archibald Williams (1871-1934) was an English technical journalist and fellow of hte Royal Geographical Society."

According to Wikipedia: "The Imitation of Christ (Latin: De Imitatione Christi) by Thomas à Kempis is a Christian devotional book. It was first composed in Latin ca.1418-1427.[1][2] It is a handbook for spiritual life arising from the Devotio Moderna movement, where Kempis was a member.[3] The Imitation is perhaps the most widely read devotional work next to the Bible,[2][4] and is regarded as a devotional and religious classic

This eBook features the unabridged text of ‘Middlemarch by George Eliot - Delphi Classics (Illustrated)’ from the bestselling edition of ‘The Complete Works of George Eliot’. Having established their name as the leading publisher of classic literature and art, Delphi Classics produce publications that are individually crafted with superior formatting, while introducing many rare texts for the first time in digital print. The Delphi Classics edition of Eliot includes original annotations and illustrations relating to the life and works of the author, as well as individual tables of contents, allowing you to navigate eBooks quickly and easily. eBook features: * The complete unabridged text of ‘Middlemarch by George Eliot - Delphi Classics (Illustrated)’ * Beautifully illustrated with images related to Eliot’s works * Individual contents table, allowing easy navigation around the eBook * Excellent formatting of the text Please visit www.delphiclassics.com to learn more about our wide range of titles

This eBook features the unabridged text of ‘Tik-Tok of Oz by L. Frank Baum - Delphi Classics (Illustrated)’ from the bestselling edition of ‘The Complete Works of L. Frank Baum’. Having established their name as the leading publisher of classic literature and art, Delphi Classics produce publications that are individually crafted with superior formatting, while introducing many rare texts for the first time in digital print. The Delphi Classics edition of Baum includes original annotations and illustrations relating to the life and works of the author, as well as individual tables of contents, allowing you to navigate eBooks quickly and easily. eBook features: * The complete unabridged text of ‘Tik-Tok of Oz by L. Frank Baum - Delphi Classics (Illustrated)’ * Beautifully illustrated with images related to Baum’s works * Individual contents table, allowing easy navigation around the eBook * Excellent formatting of the text Please visit www.delphiclassics.com to learn more about our wide range of titles

This eBook features the unabridged text of ‘Rinkitink in Oz by L. Frank Baum - Delphi Classics (Illustrated)’ from the bestselling edition of ‘The Complete Works of L. Frank Baum’. Having established their name as the leading publisher of classic literature and art, Delphi Classics produce publications that are individually crafted with superior formatting, while introducing many rare texts for the first time in digital print. The Delphi Classics edition of Baum includes original annotations and illustrations relating to the life and works of the author, as well as individual tables of contents, allowing you to navigate eBooks quickly and easily. eBook features: * The complete unabridged text of ‘Rinkitink in Oz by L. Frank Baum - Delphi Classics (Illustrated)’ * Beautifully illustrated with images related to Baum’s works * Individual contents table, allowing easy navigation around the eBook * Excellent formatting of the text Please visit www.delphiclassics.com to learn more about our wide range of titles

This unique edition of Dubliners from Dead Dodo Vintage includes the full original text as well as exclusive features not available in other editions.

Lew Tolstoi ist einer der gr??ten Schriftsteller aller Zeiten. In diesem wohlgeordneten eBook finden Sie eine Sammlung seiner bekanntesten Werke nun endlich in deutscher Sprache und mit vielen Extras. (Version: 1) Besuchen Sie bitte www.delphiclassics.com für weitere Informationen und unsere anderen eBooks durchsuchen. Merkmale: * 6 Romane und Novellen in deutscher ?bersetzung * Jeder Roman hat ein eigenes Inhaltsverzeichnis * Knappe Einleitungen zu den Romanen und anderen Werken * Viele Bilder aus Tolstois Leben und seinen Werken * Enth?lt Kurzgeschichten und ein Theaterstück * Abbildungen der Originaltitelbl?tter der Romane, was Ihnen ein Gefühl der Originalausgaben vermittelt * Chronologisch und nach Literaturgattungen geordnete Textreihenfolge, was Ihnen die Steuerung durch Tolstois Werke erleichtert. * Enth?lt eine Bonus-Text-Biografie INHALT: Romane und Novellen KRIEG UND FRIEDEN ANNA KARENINA DIE KREUTZERSONATE AUFERSTEHUNG CHADSCHI MURAT DER MORGEN EINES GUTSBESITZERS Kurzgeschichten LISTE DER KURZGESCHICHTEN Theaterstück DER LEBENDE LEICHNAM Sachbücher MEINE ERSTEN ERINNERUNGEN SOWIE VERSCHIEDENE KLEINE SCHRIFTEN Biografie ERINNERUNGEN AN DEN GRAFEN LEO TOLSTOI VON EUGEN SCHUYLER