Leverage benefits of machine learning techniques using Python About This Book Improve and optimise machine learning systems using effective strategies. Develop a strategy to deal with a large amount of data. Use of Python code for implementing a range of machine learning algorithms and techniques. Who This Book Is For This title is for data scientist and researchers who are already into the field of data science and want to see machine learning in action and explore its real-world application. Prior knowledge of Python programming and mathematics is must with basic knowledge of machine learning concepts. What You Will Learn Learn to write clean and elegant Python code that will optimize the strength of your algorithms Uncover hidden patterns and structures in data with clustering Improve accuracy and consistency of results using powerful feature engineering techniques Gain practical and theoretical understanding of cutting-edge deep learning algorithms Solve unique tasks by building models Get grips on the machine learning design process In Detail Machine learning and predictive analytics are becoming one of the key strategies for unlocking growth in a challenging contemporary marketplace. It is one of the fastest growing trends in modern computing, and everyone wants to get into the field of machine learning. In order to obtain sufficient recognition in this field, one must be able to understand and design a machine learning system that serves the needs of a project. The idea is to prepare a learning path that will help you to tackle the real-world complexities of modern machine learning with innovative and cutting-edge techniques. Also, it will give you a solid foundation in the machine learning design process, and enable you to build customized machine learning models to solve unique problems. The course begins with getting your Python fundamentals nailed down. It focuses on answering the right questions that cove a wide range of powerful Python libraries, including scikit-learn Theano and Keras.After getting familiar with Python core concepts, it’s time to dive into the field of data science. You will further gain a solid foundation on the machine learning design and also learn to customize models for solving problems. At a later stage, you will get a grip on more advanced techniques and acquire a broad set of powerful skills in the area of feature selection and feature engineering. Style and approach This course includes all the resources that will help you jump into the data science field with Python. The aim is to walk through the elements of Python covering powerful machine learning libraries. This course will explain important machine learning models in a step-by-step manner. Each topic is well explained with real-world applications with detailed guidance.Through this comprehensive guide, you will be able to explore machine learning techniques.

学习外语，“把好门关”十分重要。“听说读写”中将“听”放在首位，可见听力在外语学习中的重要性。《韩语听力从门到达人：TOPIK考试初级、中高级听力素材精选精练》选取多场景多层次的内容，采用由浅深的讲解方式，分为发音门、辨别发音相似的音节词汇短语、日常会话、心灵美文、名家名作选、可爱童谣、热门韩剧、人气歌谣、名人演讲等章节，涵盖与韩语听力相关的几乎全部内容。本书对话分为简单会话和复杂会话，且录音速度有常速和慢速两本版本。而且考虑到初学者的学习要求，本书还设置了大量的讲解和练习环节。本书完美附赠双速音频、新TOPIK听力词汇迷你小册。

本书是日本推理小说鼻祖江户川乱步脍炙人口的短篇小说选集。本书精选江户川乱步脍炙人口的4篇经典短篇小说，谜一般的推理、跌宕起伏的情节，带你领略光怪陆离的推理世界。推理小说研究者钱晓波献译导读。书中日文部分全文标注假名，中日对照排版，方便读者学习与朗读。超值精装有声典藏版，附赠日文全文朗读及中文广播剧。日文版由日籍专家倾情朗读，中文版由《琅琊榜》“誉王”配音献声朗读。并赠送精美书签。

A teenage murder witness is drowned in a tub of apples… At a Hallowe’en party, Joyce – a hostile thirteen-year-old – boasts that she once witnessed a murder. When no-one believes her, she storms off home. But within hours her body is found, still in the house, drowned in an apple-bobbing tub. That night, Hercule Poirot is called in to find the ‘evil presence’. But first he must establish whether he is looking for a murderer or a double-murderer…

Hauntingly evocative of medieval Spain, a deeply compelling story of love, adventure, divided loyalties, and what happens when beliefs begin to remake – or destroy – a world. The ruling Asharites of Al-Rassan have come from the desert sands, but over centuries, seduced by the sensuous pleasures of their new land, their stern piety has eroded. The Asharite empire has splintered into decadent city-states led by warring petty kings. King Almalik of Cartada is on the ascendancy, aided always by his friend and advisor, the notorious Ammar ibn Khairan – poet, diplomat, soldier – until a summer afternoon of savage brutality changes their relationship forever. Meanwhile, in the north, the conquered Jaddites' most celebrated – and feared – military leader, Rodrigo Belmonte, driven into exile, leads his mercenary company south. In the dangerous lands of Al-Rassan, these two men from different worlds meet and serve – for a time – the same master. Tangled in their interwoven fate – and divided by her feelings – is Jehane, the accomplished court physician, whose skills may not be enough to heal the coming pain as Al-Rassan is swept to the brink of holy war, and beyond.

某天，兴夫救活了一只摔伤的小燕子，燕子为了报答兴夫的恩情，衔来一粒葫芦种子。从结出的葫芦里，兴夫得到大量的金银财宝、牲畜、粮食和一座富丽堂皇的房舍。孬夫财迷心窍，故意折断了燕子的腿，然后再为它医治，企图得到同样的回报。结果孬夫不仅没能得到金银财宝，还被弄得倾家荡产，身无分文。

All Beth’s ever had on Valentine’s Day is unwanted junk mail and unpaid bills! But this year, when the post lands on her doormat, one item in particular catches her eye… Could this be Beth first ever genuine Valentine’s Day card?! The handwritten card might be a cheesy cliché….but who cares! The big question is - who is it from? Unfortunately, the only possibilities racing through her head are people she sincerely hopes didn’t send it, including all of her definitely-not-Mr-Perfect exes. (Oh, or the guy in Accounts with the comb-over!) Sadly, Beth’s pretty sure it’s not from Luke – her dishy new neighbour with the super-glamorous model girlfriend, and dreamy eyes that have never once noticed her… Or have they? For a girl who’s never received so much as a Valentine’s e-mail before, this February 14th Beth finds herself with a secret admirer…who could just turn out to be The One!

针对初学者的需要，列举了韩语中常用的基础语法词汇，同时详述了用法、适用场合，并举出了会话实例、常用句子，让读者学以所用。还配有简易拼音发音表，可以帮助初学者更快地掌握韩语发音。地道的MP3文件更能让读者接触到原味的韩国语，使读者养成良好的发音习惯。 赠送听力MP3：http://e.dangdang.com/html/mp3/bb.136825452476707363.rar>>

This eBook features the unabridged text of ‘The House of Fame by Geoffrey Chaucer - Delphi Classics (Illustrated)’ from the bestselling edition of ‘The Complete Works of Geoffrey Chaucer’. 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 Chaucer 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 ‘The House of Fame by Geoffrey Chaucer - Delphi Classics (Illustrated)’ * Beautifully illustrated with images related to Chaucer’s works * Individual contents table, allowing easy navigation around the eBook * Excellent formatting of the textPlease visit www.delphiclassics.com to learn more about our wide range of titles

This eBook features the unabridged text of ‘Robinson Crusoe by Daniel Defoe - Delphi Classics (Illustrated)’ from the bestselling edition of ‘The Complete Works of Daniel Defoe’. 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 Defoe 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 ‘Robinson Crusoe by Daniel Defoe - Delphi Classics (Illustrated)’ * Beautifully illustrated with images related to Defoe’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 book is for seekers of truth beyond the teachings of parents, churches, schools, and communities. Forty years in the making, it includes the physical, mental, emotional and spiritual aspects of living, from the seemingly obvious to the occult, from the boundless diversity of paths toward Divine understanding and the unification of it all. The unity of the universe as functions of light and sound is explained and demonstrated in many examples. Light and sound are part of the same continuum of vibrations; they are simply different frequencies, as are things we see and hear, as well as microwaves, infrared light, and so on. At the heart of this continuum is the sound of the universe, the primordial Word: the Om of the Taoists, Aum of the Hindus and Buddhists, Amen of the Christians, Hu of the Ecks or the religion of Light and Sound and Hum of the Tibetans. These phenomena are explored by the author, who has experienced the discovery of one’s self and place in the universe.

Regarded as the most gifted devotional lyricist of British poetry, George Herbert was associated with the metaphysical poets, producing deeply influential verses in the early seventeenth century. The Delphi Poets Series offers readers the works of literature's finest poets, with superior formatting. This volume presents Herbert’s complete poetical works, with beautiful illustrations and the usual Delphi bonus material. (Version 1) * Beautifully illustrated with images relating to Herbert's life and works * Concise introductions to the poetry and other works * Images of how the poetry books were first printed, giving your eReader a taste of the original texts * Excellent formatting of the poems * Special chronological and alphabetical contents tables for the poetry * Easily locate the poems you want to read * Includes rare translations of Herbert's Latin and Greek verses (translated by Alexander B. Grosart and Richard Wilton) – first time in digital print * Features the first biography on the poet by Izaak Walton - discover Herbert's fascinating life * Scholarly ordering of texts into chronological order and literary genres Please visit www.delphiclassics.com to browse through our range of exciting titles CONTENTS: The Life and Poetry of George Herbert BRIEF INTRODUCTION: GEORGE HERBERT TABLE OF CONTENTS FOR THE POETRY The Poems LIST OF POEMS IN CHRONOLOGICAL ORDER LIST OF POEMS IN ALPHABETICAL ORDER The Biography THE LIFE OF MR. GEORGE HERBERT by Izaak Walton Please visit www.delphiclassics.com to browse through our range of exciting titles

Whimsical Words and Dramatic Affairs

Siddhartha

Crime and Punishment

The canonical Gospels stand very differently, as respects origin, character and reception, with the Gospels, Acts and Apocalpyses known as ‘Apocryphal.’ These apocryphal writings began to be produced (so far as known) in the second century, mostly in Ebionitic and Gnostic circles, and, with few exceptions, were repudiated and condemned by the Church. Only later, and in modified and expurgated forms, did their stories pass into the general Catholic tradition. The second century seems to have been a perfect hot-bed for the production of this class of writings. The heretical Gospel of the Egyptians is already quoted in 2 Clement (circa a.d. 140). Iren?us speaks of the sect of the Marcosians as adducing ‘an unspeakable number of apocryphal and spurious writings, which they themselves had forged, to bewilder the minds of the foolish,’ and instances the story, found in the Gospel of Thomas, of Jesus confounding the schoolmaster who sought to teach Him His letters (Adv. Haer. i. 20). Later tradition attributed the composition of many of the apocryphal writings (Pseudo-Matthew, Acts of Apostles) to a mythical Leucius, a disciple of the Apostles (cp. art. ‘Leucius,’ Dict. of Christ. Biog.). Eusebius gives a list of spurious and disputed books: ‘That we may have it in our power to know both these books (the canonical) and those that are adduced by the heretics under the name of the Apostles, such, viz., as compose the Gospels of Peter, of Thomas, and of Matthew, and certain others beside these, or such as contain the Acts of Andrew and John, and of the other Apostles, of which no one of those writers in the ecclesiastical succession has condescended to make any mention in his works; and, indeed, the character of the style itself is very different from that of the Apostles, and the sentiments, and the purport of those things that are advanced in them, deviating as far as possible from sound orthodoxy, evidently proves they are the fictions of heretical men; whence they are not only to be ranked among the spurious writings, but are to be rejected as altogether absurd and impious’ (H. E. iii. 25). Only a small part of this extensive literature remains to us, and in no case in its original form, but solely in later, and often much-altered recensions. CrossReach Publications

The Moving Finger

Cat's used to moving, to never quite fitting in. But when her family moves to Valleyview, she's not expecting what happens next. A serious accident, a coma, then the real strangeness began. Cat is faced with an entirely new set of powers as well as an ancient evil packaged as the high school hero. And if that wasn't?enough, she'll also discover that her family is far more than what she's been told. Grade 10 just got a lot more challenging.

The prequel to the hilarious Barney Conroy Trilogy, this collection of short stories will make you laugh, cringe, and face-palm all at the same time! Barney's an average guy in his mid-thirties with questionable social skills and progressive germophobia. He likes routine. He likes to keep his head down. He's trying to live an average life. He's just not as good at it as the rest of us. Laugh along with (or at!) Barney as he struggles with everyday social conventions in this collection of hilarious, bite-sized short stories. Download now if you're ready for plenty of awkward laughter!????

Azul

A young girl named Fanny Price comes to live with her wealthy uncle and aunt, Sir Thomas and Lady Bertram. Fanny's family is quite poor; her mother, unlike her sister Lady Bertram, married beneath her, and Fanny's father, a sailor, is disabled and drinks heavily. Fanny is abused by her other aunt, Mrs. Norris, a busybody who runs things at Mansfield Park, the Bertrams' estate. The Bertram daughters, Maria and Julia, are shallow, rather cruel girls, intent on marrying well and being fashionable. The elder son, Tom, is a roustabout and a drunk. Fanny finds solace only in the friendship of the younger son, Edmund, who is planning to be a clergyman. Fanny grows up shy and deferential, caught as she typically is between members of the Bertram family. Sir Thomas leaves Mansfield Park for Antigua, where he owns plantations. In his absence, two new figures arrive at Mansfield: Henry and Mary Crawford, the brother and sister of the local minister's wife. Henry and Mary are attractive and cheerful, and they soon become indispensable members of the Mansfield circle. Henry flirts extensively with Maria, who is engaged to marry the boring but wealthy Rushworth. He also flirts with Julia when it suits his purposes. At first, Mary is interested in Tom, the older son and heir, but she soon realizes that he is boring and not really interested in her. She finds herself increasingly attracted to Edmund, although the prospect of marrying a clergyman does not appeal to her, and she is often cruel to him on this account. In the meantime, Fanny has innocently fallen in love with Edmund, although she does not even admit this to herself. Yates, a visiting friend of Tom's, proposes that the group should put on a play. His idea is eagerly received by all except for Edmund and Fanny, who are horrified at the idea of acting. The play goes on anyways, however; Maria and Henry, as well as Mary and Edmund (who has been prevailed upon to take a role to avoid bringing in an outsider to play it), get to play some rather racy scenes with one another. When one of the women cannot make a rehearsal, Fanny is pressured to take a role. She is almost forced to give in when Sir Thomas makes a sudden entrance, having arrived from Antigua. Sir Thomas is unhappy about the play and quickly puts a stop to the improprieties. Since Henry has not declared his love, Maria is married to Rushworth. She and Julia leave Mansfield Park for London. Relationships between the Crawfords and the Bertrams intensify. Edmund nearly proposes to Mary several times, but her condescension and amorality always stop him at the last minute. He confides his feelings to Fanny, who is secretly upset by them. In the meantime, on a lark, Henry has decided to woo Fanny. He is surprised to find himself sincerely in love with her. Fanny has become indispensable as a companion to her aunt and uncle, and on the occasion of her brother William's visit, they give a ball in her honor. Some time after the ball, Henry helps William get a promotion in the Navy. Using this as leverage, he proposes to Fanny, who is mortified and refuses. He continues to pursue her. Her uncle is disappointed that she has refused such a wealthy man, and, as an indirect result, she is sent to stay with her parents in their filthy house. Meanwhile, Edmund has been ordained and continues to debate over his relationship with Mary, to Fanny's dismay. Henry comes to see Fanny at her parents' and renews his suit. He then leaves to take care of business on his estate. Fanny continues to receive letters from Mary encouraging her to take Henry's proposal. A series of events then happen in rapid succession: Tom Bertram falls dangerously ill as a result of his partying and nearly dies; Henry, who has gone not to his estate but to see friends, has run off with the married Maria; Julia, upset over her sister's rash act, elopes with Yates, Tom's friend. Julia and Yates are reconciled to the family. Edmund finally comes and marries Fanny