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.

A radical new response to a widely misunderstood conditionWe are witnessing a global epidemic of attention deficit and hyperactivity disorder. Millions are suffering from attention issues, while millions more are reliant on stimulant medication to perform at school and at work. Despite decades of advancements in neuroscience, the definition of ADHD has remained essentially unchanged since its introduction in 1980, and its prevalence in the population has skyrocketed.In this controversial and landmark work, Dr. Richard Saul draws from five decades as a practicing physician and researcher in the field to contend that the definition of ADHD as we know it is completely wrong. Instead, he argues that the "disorder" is a cluster of symptoms stemming from more than twenty other conditions, each requiring separate treatment. The detailed list ranges from mild problems like poor eyesight, sleep deprivation, and even boredom in the classroom, to more severe conditions like depression and bipolar disorder.Through the lens of history and into the present day, Dr. Saul examines "ADHD," exploring the rising cultural and medical trends that have birthed the stimulant epidemic. Both comprehensive and illuminative, ADHD Does Not Exist is essential reading for doctors, practitioners, educators, and individuals who are seeking an honest approach to understanding and treating this complex condition.

　　这本包含几千词汇的单词书，不仅按照日语五十音图顺序排列，且每个单词都会附上相应音调和例句，保证你学一个会一个记住一个。

A Godsend for anyone who’s ever suffered that dread of speaking in public!’ If, like almost everyone, you’re petrified of public speaking, the last thing you want is a lecture! And there lies the brilliance of this unique book’s genuinely innovative approach to the issue: Dee Clayton makes the process of overcoming those negative voices in your head (Your ‘Public Speaking Monkeys!’) and becoming an effective speaker lighthearted and fun! A Godsend for anyone who’s ever suffered that dread, Dee’s refreshingly simple yet amazingly effective multiawardwinning approach has already helped thousands to overcome their fears and become effective and confident public speakers. Significantly, the author’s keenly aware that for most of us, effective public speaking isn’t necessarily an end in itself but a means to other ends for example Dee has already helped company directors to persuade more successfully, doctors to win more funding, mediators to influence international decisions and all kinds of business people to fulfil their potential. What’s more, this is a genuinely practical guide! Unlike most ‘self help’ books on the topic (or any other), this one doesn’t just tell you what to do; in her chatty, good-humored style, Dee explains exactly how, sharing her own experiences and coaxing the reader through a programme that doesn’t just work it even makes public speaking enjoyable! Taming Your Public Speaking Monkeysworks so well because its easy, enjoyable style is underpinned by Dee’s solid, real-life experience of speaking publicly to tens of thousands of people first in her highly successful twenty-year marketing career (communicating for UK household brands such as Jacob’s Creek, Pizza Hut and Jammie Dodgers to name but a few) and now as a public speaking training specialist. Equally vitally, the book draws heavily upon the NeuroLinguistic Programming (NLP) techniques and insights in which Dee is a highly experienced Trainer and Master Practitioner. Taming your Public Speaking Monkeysis a rare find: a self-help book that really helps and best of all the results come to you quickly and stick with you for life!

A sensational international bestseller, and winner of Frances' coveted Prix Goncourt, 'The Lover' is an unforgettable portrayal of the incandescent relationship between two lovers, and of the hate that slowly tears the girl's family apart. Saigon, 1930s: a poor young French girl meets the elegant son of a wealthy Chinese family. Soon they are lovers, locked into a private world of passion and intensity that defies all the conventions of their society. A sensational international bestseller, 'The Lover' is disturbing, erotic, masterly. Here is an unforgettable portrayal of the incandescent relationship between the lovers, and of the hate that slowly tears the girl's family apart.

本书是为了帮助日语学习者学习标准地道的日语口语而编写的，旨在利用超简单的方法让日语初学者有效提高日语口语水平。本书围绕与生活息息相关的话题，分谈天说地、着装扮、品尝美食、房屋住宿、交通出行、休闲娱乐、日常物、潮流生活八个部分，涵盖生活方方面面的常用对话。

新世纪高等学校韩国语专业本科生系列教材： ★ 前瞻性与创新性并重：推陈出新，融合传统与现代教学理念。 ★ 代表性与权威性兼顾：全国知名韩国语专业负责人和骨干教师参与编写，阵容强大。 ★ 系统性与整体性结合：策划品种基本涵盖教学大纲涉及的专业技能和专业知识课程，全面培养学习者听、说、读、写、译的能力和跨文化交际能力。 ★ 突出趣味性和应用性：教材形式活泼、结构新颖，图文并茂，书面教材和多媒体手段配合。 《韩国语写作教程》属于“新世纪高等学校韩国语专业本科生系列教材”，适用于高校韩国语专业本科生教学，也可供韩国语爱好者作为自学教材使用。 教材以记叙文、说明文和议论文三种文体的写作训练为经，以篇章结构、常用句式以及写作修改等各层面训练为纬，经纬交织搭建教材整体框架。 教材由十五篇课文组成，涵盖韩国语书写基础知识和记叙文、说明文、议论文三种文体。每篇课文设计有学习目标、读前思考、范文展示、思路展示、实用句式、习作训练、改错训练等版块，具有互动性、规范性、实用性、科学性、针对性等特。

《汉韩翻译教程》可供高等院校韩国语专业高年级学生使用，也可供翻译爱好者参考之用。《汉韩翻译教程》在交代基本理论、方法与技巧的基础上，根据汉韩两种语言的特，依次对词汇、句子、篇章的具体翻译方法与技巧做了全面的讲解，内容由浅深，层次清晰，框架合理。

《冥途》集荟萃了内田百?f1917—1921年发表的十八篇短篇作品。作者继承并发展了其师夏目漱石的《梦十夜》《永日小品》的创造风格，并加以地方风土气息和德国浪漫主义文学要素，使其作品充满梦幻色彩。这些小品文发表之后，受到了以芥川龙之介、森田草平、佐藤春夫为代表的同时代文人的高度评价。

一部“经营之圣”稻盛和夫的心灵自传。 稻盛和夫饱含激情地回顾了自己的创业历程，着力描写了青春的苦难与早期的挫折，以及成长过程中从不放弃的“较劲”的信念。 “磨炼自己的灵魂，就要每天都特别认真地生活，每天都特别勤奋地工作。让心灵变得美丽、优雅、充满慈悲，这就是人生的目的。” ——稻盛和夫 “每天都必须特别认真地生活”，这是我自己的信条。人生只有一次，一定要采取真挚的、冠以“特别”二字的认真态度，这种持续不懈的努力才能让人生好转，才能培育高尚的人格，才能把与生俱来的灵魂磨炼得更加美丽。我也祈愿大家都抱着这样的信念去度过自己的人生。 劳动绝不仅仅是获得生活食粮的手段，劳动是战胜欲望、磨炼心志、提升人格的崇高行为。工作现场就是精神修炼的场所，每天全神贯注、拼命工作，就是磨炼灵魂的修行。

多年来的教学实践证明，《新编日语》的编写内容、编写原则及体例是符合日语教学的规律与要求的，在培养学生基础阶段扎实的日语知识和灵活的运用能力方面起到了良好的作用，取得了可喜的成果。本次修订在保留原书编写特点的基础上，对部分内容作了适量的修改与补充。 本书的编写原则以听说为主，读写为辅。参照教学大纲的要求，编入日语语音、文字、词汇、语法、句型、功能用语等方面的内容。题材以学校、家庭、社会为主，同时兼顾日本文化、风俗习惯等。全书共四个单元十六课，每单元配有复习课。除语音阶段稍有不同外，每课由前文、会话、功能用语、解说、读解文六个部分构成。每课配有练习，既可作为课堂教学的补充，又可作为课外作业。书后附有单词索引。 为了适应时代发展的需求，在修订版的基础上，我们对全书的版式进行了重新设计，并配备了移动学习App，使这本多年来承蒙诸方专家学者肯定和广大师生厚爱的教材更具时代气息，焕发出新的光彩。

A Must-Have Guide for the Smart VeganA vegan lifestyle is the newest hot health trend—thanks in no small part to the smart, fearless, and number one New York Times bestselling Skinny Bitch books. But with so much conflicting information out there, it's not always easy to make the best choices. Now Skinny Bitch coauthor Kim Barnouin is back with a book that makes making the right vegan choice easy. In Skinny Bitch Book of Vegan Swaps, Kim Barnouin takes the mystery out of following a plant-based diet. It's a comprehensive, user-friendly guide that tells you what foods look healthy, but actually aren't, and explains how to avoid the stuff you don't want. And because Kim knows that the concerns of today's savvy eaters run the gamut from calories to carbon footprints, she explains it all.Skinny Bitch Book of Vegan Swaps offers exciting and tasty alternatives for vegans, whether you're just starting out or have been a vegan for years. Barnouin's fun, no-nonsense voice sparkles on every page and in helpful lists and features like:The Best Places for Vegans to Grocery ShopDelicious Swaps for Your Favorite Dairy ProductsTop Ten Things to Eat While Stranded in an Airport

Baking Is Different from CookingWith her trademark sassy and humorous yet hard-hitting approach to veganism, Kim Barnouin, the nutritionist coauthor of the wildly popular Skinny Bitch books, has become the voice for the compassionate eater. Despite its huge popularity, veganism is far more to Kim Barnouin than just a trend—it's the only way she lives her life. And now she makes living a plant-based life more delicious with Skinny Bitch Bakery, a cookbook for everyone.With cooking, you can improvise. Leave the rosemary out, or use scallions instead of garlic—the dish will turn out fine. But baking is different. If you use the wrong ingredients, the bread may refuse to rise and the cake may flop. Barnouin understands that simply making a swap of vegan ingredients is not enough. Instead, she has specially developed vegan recipes that will delight your loved ones while being kind to the planet.Barnouin's fun, no-nonsense voice and vast expertise sparkle on every page, and she tantalizes the reader with eighty unique and fully tested recipes and full-color photographs of mouth-watering vegan baked goods. Smart, funny, and fearless, Barnouin teaches us all we need to know about the pleasures of vegan home baking so that we can delight our friends and family with baked goods that are actually good for them (although the treats are so delicious, you'd never know it!).***Publisher's Errata***Please note that "Chewy Chocolate Chip Peanut Butter Cookies" on page 181 requires 1 cup of chocolate chips to be added with the dry ingredients. "Chewy Oatmeal Cookies" on page 183 requires 2 cups of flour to be added with the oats.

“一鼓作氣”出自《左傳》。

Steve Jobs revolutionized the way we work, listen to music, watch movies, and communicate. By pushing boundaries and always thinking one step ahead, Jobs became an icon, equally as famous for his advanced ideas and design aesthetic as his sleek black turtlenecks. What inspired himHow did he do his jobWhat made him the man he was?Here is Steve Jobs—the innovator, the rebel, the genius—in an incisive biography of a man who changed the world. Also includes quotes from and about Jobs, chronologies detailing Jobs’s achievements, and source notes.

Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. This is a Packt Instant guide, which provides concise and clear recipes to create PLC programs using RSLogix 5000.The purpose of this book is to capture the core elements of PLC programming with RSLogix 5000 so that electricians, instrumentation techs, automation professionals, and students who are familiar with basic PLC programming techniques can come up to speed with a minimal investment of time and energy.

Microsoft .NET Framework 4.5 First Look Cookbook

In The New Market Wizards, ' successful traders relate the financial strategies that have rocketed them to success. Asking questions that readers with an interest or involvement in the financial markets would love to pose to the financial superstars, Jack D. Schwager encourages these financial wizards to share their insights. Entertaining, informative, and invaluable, The New Market Wizards is destined to become another Schwager classic.

"Coraline discovered the door a little while after they moved into the house. . . ." When Coraline steps through a door to find another house strangely similar to her own (only better), things seem marvelous. But there's another mother there, and another father, and they want her to stay and be their little girl. They want to change her and never let her go. Coraline will have to fight with all her wit and courage if she is to save herself and return to her ordinary life. Celebrating ten years of Neil Gaiman's first modern classic for young readers, this edition is enriched with a brand-new foreword from the author, a reader's guide, and more.

　　这本书的主要目的是给零基础的朋友们普及法语语音。法语的发音相对来说还是非常有规律的。每个字母或是字母组合，都对应着一个特定的发音，（也就是我们要学习的音素）。只要记住了这些字母和字母组合的发音规则，那么我们便可以自己拼读所有的法语单词。想要接触一门新的语言，直观的身体感受就是用耳听，用口读。这也是为什么我认为语音很重要的原因：自己能读会说，并且读得好听、说得漂亮，自然会收获自信和愉悦，也就有了更加深入学习的动力——好的开始是成功的一半。对于希望和将要在法国学习、工作、生活的朋友来说，法语不仅仅是你们与人交流的工具，也是帮助你们了解法国文化，融入法国社会的必要条件，更是你们在异国生活的某些情况下，保护自己，捍卫自己权利的有利武器。

鑑賞的人，沒可能比一個製錶師更能了解一枚錶的機械結構，沒可能比品牌總裁更清楚製錶業的來龍去派，沒可能比零售商更洞悉市場狀況，沒可能比收藏家有更長時間去細味去感受一枚錶的長期表現。但他們有的是不偏不倚的觀點。關於技術、關於功能、關於品牌、關於購買。全方位資訊讓你從認識腕錶開始，終擁有自己的夢幻之錶。