Learn to use powerful Python libraries for effective data processing and analysisAbout This BookLearn the basic processing steps in data analysis and how to use Python in this area through supported packages, especially Numpy, Pandas, and MatplotlibCreate, manipulate, and analyze your data to extract useful information to optimize your systemA hands-on guide to help you learn data analysis using Python Who This Book Is For If you are a Python developer who wants to get started with data analysis and you need a quick introductory guide to the python data analysis libraries, then this book is for you.What You Will LearnUnderstand the importance of data analysis and get familiar with its processing stepsGet acquainted with Numpy to use with arrays and array-oriented computing in data analysisCreate effective visualizations to present your data using MatplotlibProcess and analyze data using the time series capabilities of PandasInteract with different kind of database systems, such as file, disk format, Mongo, and RedisApply the supported Python package to data analysis applications through examplesExplore predictive analytics and machine learning algorithms using Scikit-learn, a Python library In Detail Data analysis is the process of applying logical and analytical reasoning to study each component of data. Python is a multi-domain, high-level, programming language. It’s often used as a *ing language because of its forgiving syntax and operability with a wide variety of different eco-systems. Python has powerful standard libraries or toolkits such as Pylearn2 and Hebel, which offers a fast, reliable, cross-platform environment for data analysis. With this book, we will get you started with Python data analysis and show you what its advantages are. The book starts by introducing the principles of data analysis and supported libraries, along with NumPy basics for statistic and data processing. Next it provides an overview of the Pandas package and uses its powerful features to solve data processing problems. Moving on, the book takes you through a brief overview of the Matplotlib API and some common plotting functions for DataFrame such as plot. Next, it will teach you to manipulate the time and data structure, and load and store data in a file or database using Python packages. The book will also teach you how to apply powerful packages in Python to process raw data into pure and helpful data using examples. Finally, the book gives you a brief overview of machine learning algorithms, that is, applying data analysis results to make decisions or build helpful products, such as recommendations and predictions using scikit-learn.Style and approach This is an easy-to-follow, step-by-step guide to get you familiar with data analysis and the libraries supported by Python. Topics are explained with real-world examples wherever required.

Get started with Python for data analysis and numerical computing in the Jupyter notebookAbout This BookLearn the basics of Python in the Jupyter NotebookAnalyze and visualize data with pandas, NumPy, matplotlib, and seabornPerform highly-efficient numerical computations with Numba, Cython, and ipyparallel Who This Book Is For This book targets students, teachers, researchers, engineers, analysts, journalists, hobbyists, and all data enthusiasts who are interested in analyzing and visualizing real-world datasets. If you are new to programming and data analysis, this book is exactly for you. If you're already familiar with another language or analysis software, you will also appreciate this introduction to the Python data analysis platform. Finally, there are more technical topics for advanced readers. No prior experience is required; this book contains everything you need to know.What You Will LearnInstall Anaconda and code in Python in the Jupyter NotebookLoad and explore datasets interactivelyPerform complex data manipulations effectively with pandasCreate engaging data visualizations with matplotlib and seabornSimulate mathematical models with NumPyVisualize and process images interactively in the Jupyter Notebook with scikit-imageAccelerate your code with Numba, Cython, and IPython.parallelExtend the Notebook interface with HTML, JavaScript, and D3 In Detail Python is a user-friendly and powerful programming language. IPython offers a convenient interface to the language and its analysis libraries, while the Jupyter Notebook is a rich environment well-adapted to data science and visualization. Together, these open source tools are widely used by beginners and experts around the world, and in a huge variety of fields and endeavors. This book is a beginner-friendly guide to the Python data analysis platform. After an introduction to the Python language, IPython, and the Jupyter Notebook, you will learn how to analyze and visualize data on real-world examples, how to create graphical user interfaces for image processing in the Notebook, and how to perform fast numerical computations for scientific simulations with NumPy, Numba, Cython, and ipyparallel. By the end of this book, you will be able to perform in-depth analyses of all sorts of data.Style and approach This is a hands-on beginner-friendly guide to analyze and visualize data on real-world examples with Python and the Jupyter Notebook.

Successfully scrape data from any website with the power of PythonAbout This BookA hands-on guide to web scraping with real-life problems and solutionsTechniques to download and extract data from complex websitesCreate a number of different web scrapers to extract information Who This Book Is For This book is aimed at developers who want to use web scraping for legitimate purposes. Prior programming experience with Python would be useful but not essential. Anyone with general knowledge of programming languages should be able to pick up the book and understand the principals involved.What You Will LearnExtract data from web pages with simple Python programmingBuild a threaded crawler to process web pages in parallelFollow links to crawl a websiteDownload cache to reduce bandwidthUse multiple threads and processes to scrape fasterLearn how to parse JavaScript-dependent websitesInteract with forms and sessionsSolve CAPTCHAs on protected web pagesDiscover how to track the state of a crawl In Detail The Internet contains the most useful set of data ever assembled, largely publicly accessible for free. However, this data is not easily reusable. It is embedded within the structure and style of websites and needs to be carefully extracted to be useful. Web scraping is becoming increasingly useful as a means to easily gather and make sense of the plethora of information available online. Using a simple language like Python, you can crawl the information out of complex websites using simple programming. This book is the ultimate guide to using Python to scrape data from websites. In the early chapters it covers how to extract data from static web pages and how to use caching to manage the load on servers. After the basics we'll get our hands dirty with building a more sophisticated crawler with threads and more advanced topics. Learn step-by-step how to use Ajax URLs, employ the Firebug extension for monitoring, and indirectly scrape data. Discover more scraping nitty-gritties such as using the browser renderer, managing cookies, how to submit forms to extract data from complex websites protected by CAPTCHA, and so on. The book wraps up with how to create high-level scrapers with Scrapy libraries and implement what has been learned to real websites.Style and approach This book is a hands-on guide with real-life examples and solutions starting simple and then progressively becoming more complex. Each chapter in this book introduces a problem and then provides one or more possible solutions.

Illuminating and essential, Big Questions from Little People is a timeless gift, a handbook for curious children and their perplexed parents. Many of the questions children ask in the course of growing up can stump even the best educated adult: Why can't I tickle myselfAre we all relatedWho named all the citiesDo aliens existWhat makes me meIs it okay to eat a wormWho invented chocolateIf the universe started from nothing, how did it become somethingHow do you fall in loveWho is GodHow do chefs get ideas for recipesWhy are some people meanThis charming and informative collection has been compiled from schoolchildren's actual questions, which are answered by the world's greatest experts, including Mary Roach, Richard Dawkins, Philip Pullman, Bear Grylls, David Eagleman, Philippa Gregory, Noam Chomsky, and Mario Batali.

Our everyday lives are continually influenced by inventors whose ideas have led to commercial products available in most high streets across the civilised world. For the most part these creative individuals have remained relatively unknown. Yet some of the companies set up by the successful inventors survive to this day albeit with company names no longer associated with the original idea. Volume 1 of this two volume set documents some of the key inventions from the ‘Spinning Jenny’ invented by Hargraves in the late eighteenth century, to some of the most commercially successful ideas of the early 20th century.

Create, package, and customize stunning themes using PrimeFacesAbout This BookBuild PrimeFaces themes that meet the industry standardsCustomize your themes for mobile web applications with PrimeFaces MobileA precise, example-oriented guide to help you create interesting themes using the PrimeFaces tools Who This Book Is For If you are a Web Designer who wants to create and modify PrimeFaces themes then this book is for you. Basic knowledge of JSF, CSS, and HTML is assumed.What You Will LearnUse Maven to create JSF ProjectsCreate a custom theme using JQuery UI toolsPackage your theme for distribution and use your PrimeFaces-based web applications as drop in librariesDevelop additional dynamic look and feel elements that themes do not already supplyApply look and feel elements dynamically to views without causing page refreshesReduce code repetition by applying page templates to your JSF project In Detail Developing stunning themes for web applications has never been easier! PrimeFaces delivers a powerful set of features that enables JSF developers to create and customize awesome themes on the web. It is very easy to use because it comes as a single JAR file and requires no mandatory XML configuration. With more than 30 out-of-the-box themes, jQuery integration, a mobile UI toolkit, Ajax Push technology, and much more, PrimeFaces takes JSF application development to a whole new level! This book is a hands-on example-rich guide to creating and customizing PrimeFaces themes using available tools. Beginning with creating a JSF project and integrating the PrimeFaces library, this book will introduce you to the features of theme components, how these are structured, and how PrimeFaces uses JQuery UI to apply a theme to your application. You will learn to examine and change the CSS rules and get creative by setting standard icons and adding new icons to them. You will use a combination of JavaScript and CSS to enhance your application with help of scheduler component and go on to adapt and package your custom theme so that it is compatible with the Resource Manager. Finally, you will explore PrimeFaces mobile apps, ensuring themes are compatible with your mobile applications best practices for theme design.Style and approach This book is a concise, hands-on guide to developing PrimeFaces themes, working from the ground up with examples in each topic implemented in a web application. You will be encouraged to explore areas of your own interest without the requirement to stick to the letter of the chapter.

Jenny Rosenstrach, and her husband, Andy, regularly, some might say pathologically, cook dinner for their family every night.?Even when they work long days. Even when their kids' schedules pull them in eighteen different directions. They are not superhuman.?They are not from another planet. With simple strategies and common sense, Jenny figured out how to break down dinner—the food, the timing, the anxiety, from prep to cleanup—so that her family could enjoy good food, time to unwind, and simply be together.Using the same straight-up, inspiring voice that readers of her award-winning blog, Dinner: A Love Story,?have come to count on, Jenny never judges and never preaches. Every meal she dishes up?is a real meal, one that has been cooked and eaten and enjoyed at least a half dozen times by someone in Jenny's house. With inspiration and game plans for any home cook at any level, Dinner: A Love Story is as much for the novice who doesn't know where to start as it is for the gourmand who doesn't know how to start over when she finds herself feeding an intractable toddler or for the person who never thought about home-cooked meals until he or she became a parent.?This book is, in fact, for anyone interested in learning how to?make a meal to be shared with someone they love, and about how so many good, happy things?happen when we do.

Life is one of our most basic concepts, and yet when examined directly it proves remarkably contradictory and elusive, encompassing both the broadest and the most specific phenomena. We can see this uncertainty about life in our habit of approaching it as something at once scientific and mystical, in the return of vitalisms of all types, and in the pervasive politicization of life. In short, life seems everywhere at stake and yet is nowhere the same.In After Life, Eugene Thacker clears the ground for a new philosophy of life by recovering the twists and turns in its philosophical history. Beginning with Aristotle's originary formulation of a philosophy of life, Thacker examines the influence of Aristotle's ideas in medieval and early modern thought, leading him to the work of Immanuel Kant, who notes the inherently contradictory nature of "life in itself." Along the way, Thacker shows how early modern philosophy's engagement with the problem of life affects thinkers such as Gilles Deleuze, Georges Bataille, and Alain Badiou, as well as contemporary developments in the "speculative turn" in philosophy.At a time when life is categorized, measured, and exploited in a variety of ways, After Life invites us to delve deeper into the contours and contradictions of the age-old question, "what is life?"

A verse translation of the first great narrative poem in the English language that captures the feeling and tone of the original.

The master key to life--a universal guide to all that matters in making life more satisfying.

Tallyho! The Hunt is afoot! Be a hunter not road kill. April 1 marks the official opening of Hunting Season, when available women should be heading out into the rural, urban, and suburban wild to bag themselves a prize buck. You might not need a literal gun to bring down a good man but you do need good technique, appropriate gear, and plenty of practice. Within these pages, successful hunter Elle shares the foolproof strategies she's adapted from rules that have been polished and honed over many centuries for successful bagging of prize big game. The Hunt can be exciting, exhilarating, and rewarding . . . if you do it right!No matter what kind of modern man you've got in your sights a Stag, a Tree Scratcher, or a 6-Point Buck here are all the skills you need to bring him down.Are you Trophy Hunting, or do you want to Bag 'n' TagYour strategies will be different depending on your goal so define it before the season opens.Never hunt with a posse. It's no fun sharing a kill.Stick to your Kill Zone. A wild buck's movements can't be controlled so if he wanders let him roam. Another buck will put himself in your sights soon enough.November 1-March 31 is Off-Season: A time for hibernation, emotional healing, and gun polishing.

Based on Lawrence Block's extremely popular seminar for writers. Discover Block's tips for overcoming writer's block and unleashing your creativity.

Steve Harvey New York Times bestselling author, nationally syndicated television and radio host, accomplished entrepreneur, and esteemed philanthropist shares his personal principles of success, in this enlightening work that will guide you to a life of riches.Steve Harvey was not always the dynamic television host and internationally renowned funny man whom we know and love today. It took him years to recognize his personal gift his unique talent of making people laugh, and listen and even then he still struggled, at one point being homeless and living out of his car. But through it all he remained focused on his goals, using his gift and his tenacity to achieve unimaginable success. And now, in Act Like a Success, Think Like a Success, he's paying it forward to help you live your dreams and create your own legacy.Every person is born with a gift whether it's the ability to solve problems, connect with people, or create beauty with your hands and that gift can never be taken away from you. You need only to harness it, build it, and attach it to the right vehicle, using it in your job, your marriage, your community, and every aspect of your life. With Steve's easy advice and his sensible yet innovative principles, Act Like a Success, Think Like a Success is your road map to identifying your gift, perfecting it, and letting it transform your life.Finding success and creating a legacy is not easy it takes time, and courage. With this essential guide, and through Steve's warm humor and remarkable insights, you can harness your gift and create the life you've always wanted. You need only to open this book and begin.Act Like a Success, Think Like a Success will inspire you. It will motivate you. And it will change your life.

Too many intelligent, attractive women these days find themselves trapped in destructive, unhealthy relationships, or simply settling for far less than they deserve.In Dump That Chump!, psychologist, author, columnist, and speaker Dr. Debra Mandel offers an essential nine-step program that will enable you to recognize the "red flags" and walk away from unhealthy relationships. Combining sensitivity with a positive "take charge" approach, Dr. Mandel provides checklists, quizzes, true stories, and exercises to help you restore your self-esteem and rid yourself of guilt and shame so you can Dump That Chump! once and for all, and turn your love life around.

Every Sunday, the Lord's Prayer echoes in churches around the world.It is an indisputable principle of Christian faith. It is the way Jesus taught his followers to pray and distills the most essential beliefs required of every one of the world's 2.5 billion Christians. In The Greatest Prayer, our foremost Jesus scholar explores this foundational prayer line by line for the richest and fullest understanding of a prayer every Christian knows by heart.An expert on the historical Jesus, Crossan provides just the right amount of history, scholarship, and detail for us to rediscover why this seemingly simple prayer sparked a revolution. Addressing issues of God's will for us and our response, our responsibilities to one another and to the earth, the theology of our daily bread, the moral responsibilities that come with money, our nation-states, and God's kingdom, Crossan reveals the enduring meaning and universal significance of the only prayer Jesus ever taught.

Otávio vivia tranquilamente sua vida de aposentado com a esposa. Sua rotina despreocupada mudou quando sua esposa trouxe para morar com eles uma sobrinha distante.A sobrinha era uma novinha de 17 anos, cabelos ruivos e seios fartos. Como qualquer homem de meia idade, Otávio gamou na novinha e, mesmo resistindo, caiu em tenta??o.Uma tenta??o que lhe custou tudo.

'Alegreya Sans',sans-serif; font-size: 16px; font-variant: normal; font-weight: normal; letter-spacing: normal; line-height: 21px; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px; display: inline ! important; float: none; background-color:Lélegzetelállítóan szép t?rténet arról, miért vágyunk feledni, és miért kell mégis emlékezni. 'Alegreya Sans', sans-serif; font-size: 16px; font-style: normal; font-variant: normal; font-weight: normal; letter-spacing: normal; line-height: 21px; orphans: auto; text-align: start; text-indent: 0px; text-transform: none; white-space: normal; widows: 1; word-spacing: 0px; -webkit-text-stroke-width: 0px; display: inline !important; float: none; background-color: Nagyregényt tart a kezében az Olvasó, a szó legnemesebb értelmében. Kazuo Ishiguro, a japán származású brit regényíró Az eltemetett óriás-sal szimbolikus t?rténetet ajándékozott a világirodalomnak, ami, mint minden nagy el?dje, az élet és halál mérlegén megmért emberi sorskalandról mesél, helytállásról vagy elbukásról a h?ség és árulás, háború és béke, szerelem és barátság próbáiban.

Prepare-se para aprender valiosas li??es de auto-ajuda que nem Augusto Cury vai lhe ensinar. S?o ensinamentos que, se n?o lhe ajudarem a viver melhor, também n?o o deixará viver pior.

Pirat, crai ?i burlac ?nr?it – dar dragostea are propriile c?i de a-?i g?si ?mplinirea Dup? ce descoper? c? logodnicul pe care l-a a?teptat ani ?ntregi a tr?dat-o ?n cel mai m?r?av mod, disperat?, Georgina Anderson se hot?r??te s? se ?ntoarc? c?t mai cur?nd acas? ?n America, pentru a-l da uit?rii ?i a-?i lecui inima fr?nt?. A?a c? adopt? solu?ia nebuneasc? de a se ?mbarca la bordul navei Fecioara Anne deghizat? ?n mus, f?r? s? aib? nici cea mai vag? b?nuial? c? va fi cu totul la dispozi?ia tiranicului c?pitan al vasului, James Mallory.Oaia neagr? a unei familii m?ndre ?i pline de firi furtunoase, chipe?ul c?pitan, fost pirat, a jurat c?ndva c? nu exist? femeie care s?-l poat? prinde ?n mrejele c?sniciei. Iar asta pentru c? ?ntreaga lui via?? a fost un adev?rat crai, poate cel mai renumit din Londra, fiind martor la superficialitatea femeilor m?ritate care abia a?teptau s?-?i ?n?ele so?ii ne?tiutori chiar cu… el ?nsu?i. Dar ?n largul m?rii, hot?r?rea aparent nestr?mutat? va fi sl?bit? de o pasiune mai fierbinte ca iadul ?i de frumuse?ea temperamentalei Georgina, a c?rei dragoste pentru libertate ?i aventur? se potrive?te at?t de bine cu ceea ce simte el ?nsu?i. Iar c?nd dou? suflete-pereche se ?nt?lnesc, nici un obstacol nu poate rezista ?n calea iubirii.

C?nd am primit invita?ia de a citi manuscrisul c?r?ii Corinei, am acceptat tem?tor. Sunt la o v?rst? c?nd ??i spui arogant c? ai citit cam tot ?i te ?ntrebi seniorial ce ar putea s? te mai surprind?. Ei bine, cartea Corinei. Care te surprinde prin toate locurile pe care le credeai securizate, impenetrabile. Te surprinde ?n primul r?nd pentru faptul c? refuz? f?r? efort scriitura feminin?, melancolic? ?i vag lamentabil?. Frazele sunt scurte ?i nu intr? b?t?nd la u??, ci tr?ntind-o de perete. Apoi, te surprinde tema predilect? a c?r?ii: amantl?curile, iubirile frugale, rela?iile interzise, tot tac?mul. Practic, Corina omoar? ?n pove?tile ei orice ipocrizie feminist? (chestie care mie mi-a mers la suflet), o ?ngroap? ad?nc ?i ?i pune capac. N-o s? omit sub nicio form? limbajul, care surprinde de asemenea. Corina folose?te limba rom?n? f?r? s? se fereasc? de extremele ei. Are curaj, ?are ou?“, cum s-ar spune. Nu c? ar fi singura, nu c? ar fi o raritate, dar a manipula cuvinte interzise ?ntr-un text literar, f?r? a-i strica savoarea, nu e la ?ndem?na oricui. R?m?ne ?ns? la final impresia general?, cea care conteaz? cel mai mult. Care e bun?, dac? nu foarte bun?. Cartea se cite?te u?or, e cinic?, e vie, are tot ce ?i trebuie pentru a deveni un succes. (?tefan Caraman)Corina Ozon vine dinspre jurnalism spre literatur?, cunosc?nd oamenii, cu talent. Scrie captivant, folosind ?n fraze c?te cuvinte chiar trebuie, f?r? floricele stilistice ?i volute descriptive ?n plus, care ar cre?te statistic durata de somn a popula?iei. ?Zilele aman?ilor“ e o carte pentru dezinhiba?i. N-o recomand pro?tilor si bigo?ilor. (Alexandru Petria)Aceasta este o carte de?teapt?. Iar vr?jitoria nu-i deloc exclus?. Te ?ine lipit de ea, nu te las? absolut deloc nici s? faci altceva ?i nici m?car s? te g?nde?ti la altceva. Nu po?i uza de niciun instrument fizic ori sufletesc pentru a i te sustrage. Iar dac? asta nu-i curat? fermec?tur?, atunci ce este? A, ?tiu. Literatur? de?teapt?. (Ana Barton)O lectur? care curge u?or, cu un limbaj direct ?i frust, perfect adaptat subiectului. Corina vorbe?te cu umor ?i amar, f?r? ocoli?uri, despre situa?ii de via?? verosimile, desprinse din cotidian. Aman?ii putem fi oricare dintre noi. (Petronela Rotar)

Nathaniel Cruz már akkor belebolondult Alexis Woodville-be, amikor a lány a gimnáziumban egy szerencsétlen baleset folytán, fejen találta ?t egy focilabdával. A cserfes és csábos, v?r?s hajú lány szó szerint levette a fiút lábáról. Egyikük sem sejtette, hogy a spontán vonzalom életre szóló bilincset tesz majd a szívükre, de katasztrofális id?zítés és egy buta véletlen hosszú id?re elszakítja ?ket egymástól. ?vekkel kés?bb Nathaniel már a világhír? futballsztár csillogónak látszó életét éli, szívében azonban még mindig megszállottja Alexisnek. Véletlen találkozásukkor felszínre t?rnek a régóta eltitkolt vágyak, ám hiába tombol k?z?ttük a szenvedély, a féltékenység és birtokolni vágyás megint szétválasztja ?ket. Amikor útjaik kés?bb újra keresztezik egymást, hatalmas dilemma el?tt állnak. K?vetve a szívük vágyát, megadják-e magukat az oly régóta elnyomott szenvedélynek, vagy feláldozzák a szerelmet a felel?sségtudat oltárán. Ez Alexis és Nathaniel érzéki, szenvedélyes t?rténete. Remélem, annyira élvezitek majd olvasni, mint amennyire én az írást élveztem!