Over 70 recipes to get you started with popular Python libraries based on the principal concepts of data visualization About This Book Learn how to set up an optimal Python environment for data visualization Understand how to import, clean and organize your data Determine different approaches to data visualization and how to choose the most appropriate for your needs Who This Book Is For If you already know about Python programming and want to understand data, data formats, data visualization, and how to use Python to visualize data then this book is for you. What You Will Learn Introduce yourself to the essential tooling to set up your working environment Explore your data using the capabilities of standard Python Data Library and Panda Library Draw your first chart and customize it Use the most popular data visualization Python libraries Make 3D visualizations mainly using mplot3d Create charts with images and maps Understand the most appropriate charts to describe your data Know the matplotlib hidden gems Use plot.ly to share your visualization online In Detail Python Data Visualization Cookbook will progress the reader from the point of installing and setting up a Python environment for data manipulation and visualization all the way to 3D animations using Python libraries. Readers will benefit from over 60 precise and reproducible recipes that will guide the reader towards a better understanding of data concepts and the building blocks for subsequent and sometimes more advanced concepts. Python Data Visualization Cookbook starts by showing how to set up matplotlib and the related libraries that are required for most parts of the book, before moving on to discuss some of the lesser-used diagrams and charts such as Gantt Charts or Sankey diagrams. Initially it uses simple plots and charts to more advanced ones, to make it easy to understand for readers. As the readers will go through the book, they will get to know about the 3D diagrams and animations. Maps are irreplaceable for displaying geo-spatial data, so this book will also show how to build them. In the last chapter, it includes explanation on how to incorporate matplotlib into different environments, such as a writing system, LaTeX, or how to create Gantt charts using Python. Style and approach A step-by-step recipe based approach to data visualization. The topics are explained sequentially as cookbook recipes consisting of a code snippet and the resulting visualization.

Over 80 hands-on recipes to unleash full potential for Xamarin in development and monetization of feature-packed, real-world Android apps About This Book Create a number of Android applications using the Xamarin Android platform Extensively integrate your Android devices with other Android devices to enhance your app creation experience A comprehensive guide packed with real-world scenarios and pro-level practices and techniques to help you build successful Android apps Who This Book Is For If you are a Xamarin developer who wants to create complete Android applications with Xamarin, then this book is ideal for you. No prior knowledge of Android development is needed, however a basic knowledge of C# and .NET would be useful. What You Will Learn Install and use Xamarin.Android with Xamarin Studio and Visual Studio Design an app’s user interface for multiple device configurations Store and protect data in databases, files, and on the cloud Utilize lists and collections to present data to the user Communicate across the network using NFC or Bluetooth Perform tasks in the background and update the user with notifications Capture and play multimedia, such as video and audio, with the camera Implement In-App Billing and Expansion Files and deploy to the store In Detail Xamarin is used by developers to write native iOS, Android, and Windows apps with native user interfaces and share code across multiple platforms not just on mobile devices, but on Windows, Mac OS X, and Linux. Developing apps with Xamarin.Android allows you to use and re-use your code and your skills on different platforms, making you more productive in any development. Although it’s not a write-once-run-anywhere framework, Xamarin provides native platform integration and optimizations. There is no middleware; Xamarin.Android talks directly to the system, taking your C# and F# code directly to the low levels. This book will provide you with the necessary knowledge and skills to be part of the mobile development era using C#. Covering a wide range of recipes such as creating a simple application and using device features effectively, it will be your companion to the complete application development cycle. Starting with installing the necessary tools, you will be guided on everything you need to develop an application ready to be deployed. You will learn the best practices for interacting with the device hardware, such as GPS, NFC, and Bluetooth. Furthermore, you will be able to manage multimedia resources such as photos and videos captured with the device camera, and so much more! By the end of this book, you will be able to create Android apps as a result of learning and implementing pro-level practices, techniques, and solutions. This book will ascertain a seamless and successful app building experience. Style and approach This book employs a step-by-step approach to Android app creation, explained in a conversational and easy-to-follow style. A wide range of examples are listed to ensure a complete understanding of how to deploy competent apps on the Android market.

Create robust and scalable applications along with responsive UI using concurrency and the multi-threading infrastructure in .NET and C#About This BookLearn to combine your asynchronous operations with Task Parallel LibraryMaster C#’s asynchronous infrastructure and use asynchronous APIs effectively to achieve optimal responsiveness of the applicationAn easy-to-follow, example-based guide that helps you to build scalable applications using concurrency in C# Who This Book Is For If you are a C# developer who wants to develop modern applications in C# and wants to overcome problems by using asynchronous APIs and standard patterns, then this book is ideal for you. Reasonable development knowledge, an understanding of core elements and applications related to the .Net platform, and also the fundamentals of concurrency is assumed.What You Will LearnApply general multithreading concepts to your application’s designLeverage lock-free concurrency and learn about its pros and cons to achieve efficient synchronization between user threadsCombine your asynchronous operations with Task Parallel LibraryMake your code easier with C#’s asynchrony supportUse common concurrent collections and programming patternsWrite scalable and robust server-side asynchronous codeCreate fast and responsible client applicationsAvoid common problems and troubleshoot your multi-threaded and asynchronous applications In Detail Starting with the traditional approach to concurrency, you will learn how to write multithreaded concurrent programs and compose ways that won't require locking. You will explore the concepts of parallelism granularity, and fine-grained and coarse-grained parallel tasks by choosing a concurrent program structure and parallelizing the workload optimally. You will also learn how to use task parallel library, cancellations, timeouts, and how to handle errors. You will know how to choose the appropriate data structure for a specific parallel algorithm to achieve scalability and performance. Further, you'll learn about server scalability, asynchronous I/O, and thread pools, and write responsive traditional Windows and Windows Store applications. By the end of the book, you will be able to diagnose and resolve typical problems that could happen in multithreaded applications.Style and approach An easy-to-follow, example-based guide that will walk you through the core principles of concurrency and multithreading using C#.

Efficiently administer and maintain your development environment with Windows PowerShellAbout This BookExplore *ing and automation techniques with Windows PowerShellGain concrete knowledge of Windows PowerShell *ing to perform professional level *ingDiscover the benefits of the Configuration Management Platform with this step-by-step guide that includes real-world *ing examples Who This Book Is For If you are an IT professional or developer who has worked on the .Net platform and you want to learn automation using Windows PowerShell, then this book is for you. This self-start guide takes you from the basics and gradually moves to an intermediate level to show you how to perform professional *ing.What You Will LearnUnderstand the concepts of building PowerShell *s and the basics of programmingManage the LYNC, Exchange, and SharePoint platformsCreate a Pull server using a SMB file share and HTTP and HTTPSUse .NET classes in Windows PowerShell and C# to manage Exchange OnlineUse PowerShell in C# to manage Exchange Online and work with .NET classes in PowerShellAutomate LYNC clients, consuming Client Server Object Models to administrate SharePoint Online In Detail Windows PowerShell 5.0 for .NET Developers is your self-start guide to performing automation using Windows PowerShell. This book will help you to understand the PowerShell syntax and grammar and will also teach you techniques to remove the rough edges of manual deployments. Packed with PowerShell *s and sample C# codes to automate tasks, it also includes real-world scenarios such as administrating office servers to help you save time and perform deployments swiftly and efficiently. The book begins with the Windows PowerShell basics, explores the significant features of Windows Management Framework 5.0, covers the basic concepts of Desired State Configuration and the importance of idempotent deployments. By the end of the book, you will have a good understanding of Windows PowerShell’s features and will be able to automate your tasks and manage configuration effectively.Style and approach This is an easy-to-follow step-by-step guide with text-enabled screenshots. Each topic is explained with codes and examples. It also includes multiple approaches for a number of tasks to let you choose the best one for you depending on your scenario.

Get started with the fundamentals of PowerShell DSC and utilize its power to automate deployment and configuration of your serversAbout This BookCreate flexible and maintainable deployments using DSC configuration *s that stand the test of timeExplore the in depth details of the core architecture, concepts, and practices used by PowerShell DSCA step-by-step guide that shows you how to start using and taking advantage of PowerShell DSC Who This Book Is For This book is intended for system administrators, developers, or engineers who are responsible for configuration management and automation and wish to learn PowerShell Desired State Configuration for efficient management, configuration and deployment of systems and applications.What You Will LearnUnderstand configuration management and why you need itCraft flexible, reusable, and maintainable configuration *s for thousands of serversCreate custom DSC resources to manage any application or server settingApply configuration data to deploy applications to different environmentsUtilize DSC push deployments to test your configuration *s and custom DSC resourcesInstall, configure and use DSC pull serversRun a Windows MSI packageDeploy a website In Detail Windows PowerShell is a task-based command-line shell and *ing language designed especially for system administration. PowerShell DSC is a new management platform that enables you to deploy and manage configuration data for software services and manage the environment in which these services run. This book begins with an overview of the basics of PowerShell DSC by covering the architecture and components of the Desired Sate Configuration. It will then familiarize you with the set of PowerShell language extensions and new PowerShell commands. It will help you understand and create DSC configurations with the help of practical examples, and to create DSC custom resources for your custom applications. Finally, you will learn to deploy a real world application using PowerShell DSC. By the end of the book, you will have better knowledge about the powerful Desired State Configuration platform, which helps you to achieve continuous delivery, and efficient management and easy deployment of data for systems.Style and approach This book is an in-depth guide to using PowerShell DSC, full of real-world experiences and best practices using PowerShell DSC. The topics are explained and build on one another other to provide a holistic learning experience. At the end, all the features learned will be used to create a real world application deployment using DSC.

Develop interactive Arduino-based Internet projects with Ethernet and WiFiAbout This BookBuild Internet-based Arduino devices to make your home feel more secureLearn how to connect various sensors and actuators to the Arduino and access data from InternetA project-based guide filled with schematics and wiring diagrams to help you build projects incrementally Who This Book Is For This book is intended for those who want to learn more about Arduino and make Internet-based interactive projects with Arduino. If you are an experienced software developer who understands the basics of electronics, then you can quickly learn how to build the Arduino projects explained in this book.What You Will LearnMake a powerful Internet controlled relay with an embedded web server to monitor and control your home electrical appliancesBuild a portable Wi-Fi signal strength sensor to give haptic feedback about signal strength to the userMeasure water flow speed and volume with liquid flow sensors and record real-time readingsSecure your home with motion-activated Arduino security cameras and upload images to the cloudImplement real-time data logging of a solar panel voltage with Arduino cloud connectorsTrack locations with GPS and upload location data to the cloudControl a garage door light with your Twitter feedControl infrared enabled devices with IR remote and Arduino In Detail Arduino is a small single-chip computer board that can be used for a wide variety of creative hardware projects. The hardware consists of a simple microcontroller, board, and chipset. It comes with a Java-based IDE to allow creators to program the board. Arduino is the ideal open hardware platform for experimenting with the world of the Internet of Things. This credit card sized Arduino board can be used via the Internet to make more useful and interactive Internet of things projects. Internet of Things with Arduino Blueprints is a project-based book that begins with projects based on IoT and cloud computing concepts. This book covers up to eight projects that will allow devices to communicate with each other, access information over the Internet, store and retrieve data, and interact with users—creating smart, pervasive, and always-connected environments. It explains how wired and wireless Internet connections can be used with projects and the use of various sensors and actuators. The main aim of this book is to teach you how Arduino can be used for Internet-related projects so that users are able to control actuators, gather data from various kinds of sensors, and send and receive data wirelessly across HTTP and TCP protocols. Finally, you can use these projects as blueprints for many other IoT projects and put them to good use. By the end of the book, you will be an expert in the use of IoT with Arduino to develop a set of projects that can relate very well to IoT applications in the real world.Style and approach Every chapter in this book clearly explains how to assemble components through easy-to-follow steps on while laying out important concepts, code snippets, and expected output results so that you can easily end up with a successful project where you can also enhance or modify the project according to your requirements.

Harness the power of Nginx to make the most of your infrastructure and serve pages faster than ever About This Book ?Discover possible interactions between Nginx and Apache to get the best of both worlds ?Learn to exploit the features offered by NGinx for your web applications ?Get the newest techniques available, designed with the latest version in mind Who This Book Is For By covering both the early setup stages and advanced topics, this book suits web administrators who interested in solutions to optimize their infrastructure, whether you are looking into replacing your existing web server software or integrating a new tool to cooperate with applications that are already up and running. If you, your visitors, and your operating system have been disappointed by Apache, this book is exactly what you need. What You Will Learn ?Get to know the basics of the Nginx configuration: syntax, structure, and semantics ?Understand the advanced load balancing functionality of Nginx and the newest innovative IO mechanisms ?Create virtual host configurations effortlessly ?Discover all the first-party modules: how to enable, configure, and use them ?Establish advanced rewrite rules with the Nginx Rewrite module ?Set up Nginx to work with PHP, Python, and more via FastCGI ?Configure Nginx to work as frontend for your existing HTTP server ?Manipulate configuration files with ease and adapt them to various situations ?Discover the common pitfalls and find out how to avoid them In Detail Nginx is a lightweight HTTP server designed for high-traffic websites, with network scalability as the primary objective. With the advent of high speed Internet access, short loading times and fast transfer rates have become a necessity. This free, open source solution will either come as a full replacement of other software such as Apache, or stand in front of your existing infrastructure to improve its overall speed. This book is a detailed guide to setting up Nginx in different ways that correspond to actual production situations: as a standalone server, as a reverse proxy, interacting with applications via FastCGI, and more. In addition, this complete directive reference will be your best friend at all stages of the configuration and maintenance processes. This book is the perfect companion for both Nginx beginners and experienced administrators. For beginners, it will take you through the complete process of setting up this lightweight HTTP server on your system and configuring its various modules so it does exactly what you need quickly and securely. For more experienced administrators, this book provides different approaches that can help you make the most of your current infrastructure. Nginx can be employed in many situations, whether you are looking to construct an entirely new web-serving architecture or simply want to integrate an efficient tool to optimize your site loading speeds. Style and approach This tutorial-style book includes detailed instructions on each of the processes it describes, as well as step-by-step tutorials, commented configuration sections, and in-depth module de*ions, so you can make the most of the performance potential offered by Nginx.

"This is not a book about charismatic visionary leaders. It is not about visionary product concepts or visionary products or visionary market insights. Nor is it about just having a corporate vision. This is a book about something far more important, enduring, and substantial. This is a book about visionary companies." So write Jim Collins and Jerry Porras in this groundbreaking book that shatters myths, provides new insights, and gives practical guidance to those who would like to build landmark companies that stand the test of time. Drawing upon a six-year research project at the Stanford University Graduate School of Business, Collins and Porras took eighteen truly exceptional and long-lasting companies -- they have an average age of nearly one hundred years and have outperformed the general stock market by a factor of fifteen since 1926 -- and studied each company in direct comparison to one of its top competitors. They examined the companies from their very beginnings to the present day -- as start-ups, as midsize companies, and as large corporations. Throughout, the authors asked: "What makes the truly exceptional companies different from other companies?" What separates General Electric, 3M, Merck, Wal-Mart, Hewlett-Packard, Walt Disney, and Philip Morris from their rivalsHow, for example, did Procter & Gamble, which began life substantially behind rival Colgate, eventually prevail as the premier institution in its industryHow was Motorola able to move from a humble battery repair business into integrated circuits and cellular communications, while Zenith never became dominant in anything other than TVsHow did Boeing unseat McDonnell Douglas as the world's best commercial aircraft company -- what did Boeing have that McDonnell Douglas lackedBy answering such questions, Collins and Porras go beyond the incessant barrage of management buzzwords and fads of the day to discover timeless qualities that have consistently distinguished out-standing companies. They also provide inspiration to all executives and entrepreneurs by destroying the false but widely accepted idea that only charismatic visionary leaders can build visionary companies. Filled with hundreds of specific examples and organized into a coherent framework of practical concepts that can be applied by managers and entrepreneurs at all levels, Built to Last provides a master blueprint for building organizations that will prosper long into the twenty-first century and beyond.

The story of Mac, Vince, and middle-school organized crime comes to its thrilling conclusion in the third book of Chris Rylander Fourth Stall saga, a series that combines a Godfather -like tale of crime and betrayal with hilarious school comedy à la Jack Gantos. Their business is finished, and Mac and Vince lives have become something they have never been before simple. None of the fortune or the glory, none of the risk or the threat of juvenile prison. There even a new business that has stepped in to take its place (and take the heat off Mac and Vince for once). Things couldn’t be better. But that was before things at their middle school started to go haywire. Before they found out that there a new crime boss at a school another town over trying to consolidate power. And before their old nemesis, Staples, came back to town begging for help after his stint in the clink. Just when Mac and Vince thought they were out, the business pulls them back in. But this time, will they be able to escape with their lives and their permanent records intact?

Chia Power can make you skinny, strong, and healthy The Aztecs cultivated the world most nutritious foods, which provided them with the strength to build one of civilization greatest empires. The key to the astounding fitness and energy levels of the Aztec warriorsThe miracle superfood: chia. Already fueling endurance athletes and distance runners like those featured in the bestselling book Born to Run , chia is quickly gaining popularity as the biggest diet breakthrough in years. Now, in The Aztec Diet , New York Times bestselling author Dr. Bob Arnot incorporates the eating habits of this mighty civilization into our modern-day lives to unlock the answer to lasting weight-loss success. Follow The Aztec Diet three-phase plan to lose weight quickly and effortlessly, improve overall health and wellness, end hunger cravings, and eliminate the exhaustion that accompanies blood-sugar spikes and drops. Phase I jump-starts your weight loss, supercharging your metabolism with three chia smoothies per day. Phase II keeps you satisfied, replacing the midday smoothie with a delicious and nutritious lunch to help avoid the all-too-familiar dieter plateau. Phase III maintains your target weight for good with a guide to smart food choices and healthful recipes to keep your mind and body in top form. With simple, delicious recipes and countless ways to include the superfood benefits of chia in every meal, The Aztec Diet provides all the tools necessary to keep you motivated and on track as you begin the journey to a better, healthier you.

A perilous promise Two healthy kits have just been born in RiverClan Oakkit and Stormkit. The whole Clan rejoices, and no cat is more pleased than their mother, who immediately recognizes her kits’ innate skill and bravery. But when tragedy befalls Stormkit and he is permanently disfigured, his mother renames him Crookedkit and casts him aside. As the young cat grows in strength, he dreams of becoming Clan leader. Then a mysterious cat appears in his dreams, whispering of prophecies untold and destinies undiscovered. She proclaims that Crookedkit will have all that he desires but he must pledge his undying loyalty to RiverClan. No cat could ever have imagined the terror and destruction that would lie in one hastily made, seemingly harmless, promise.

IACP Cookbook Award Winner (Culinary Travel) Part Grand Tour of France, part history of French cuisine: an irresistible journey, from Paris to Provence, to find the perfect meal An expat Paris resident for more than twenty years, John Baxter began noticing an alarming trend: just as species of plants and animals are rapidly facing extinction globally, so too are the traditional ingredients and techniques of classic French cooking and eating. Indeed, he worried that the soul of the world most revered national cuisine is in danger of disappearing, as centuries-old ways of cooking, preparation, and farming wither away. Spurred to action, Baxter set off across the country on an unforgettable quest to taste the last great French dishes before they disappear forever from Paris surviving haute cuisine establishments to the tiny local restaurants that still serve the remarkable regional dishes of Provence, Normandy, Cote d Azur, and more.

From the author of the New York Times bestselling How to Read Literature Like a Professor comes a highly entertaining and informative new book on the twenty-five works of literature that have most shaped the American character. Foster applies his much-loved combination of wit, know-how, and analysis to explain how each work has shaped our very existence as readers, students, teachers, and Americans. Foster illuminates how books such as The Last of the Mohicans , Moby-Dick , My ?ntonia , The Great Gatsby , The Maltese Falcon , Their Eyes Were Watching God , On the Road , The Crying of Lot 49 , and others captured an American moment, how they influenced our perception of nationhood and citizenship, and what about them endures in the American character. Twenty-five Books That Shaped America is a fun and enriching guide to America through its literature.

Three young heirs, imprisoned by anunscrupulous uncle, escaped to the sea,to the streets, to faraway battle awaiting the day when they wouldreturn to reclaim their birthright . . . Lord Rafe Easton may be of noble blood, but survival taughthim to rely only on himself and to love no one. Yet when he setseyes on Miss Evelyn Chambers, an earl's illegitimate daughter,he is determined to have her, if only as his mistress . . . After her father's death, Evelyn Chambers never imaginedshe would be sold to the highest bidder, yet circumstancesgive her little choice but to accept the lord's indecent proposal. Rafe is wealthy, as well as ruthless. Yet his coldnessbelies deep passion and deeper secrets. If she must be his,Evelyn intends to lay bare everything the Lord of Pembrookis hiding. But dark discoveries threaten to destroythem both until unexpected love leadsthe last lost lord home . . .

Royden Napier, Baron Saint-Bryce, is tall, dark, and ruthless and on the hunt for a dangerous beauty . . . On the eve of her escape to the Continent, bold, beautiful Lisette Colburne accepts a proposal she dare not refuse: masquerade as the future bride of the steely-eyed Royden Napier and help him solve his most dangerous case. Soon Lisette is in even greater danger of losing her heart to the one man with the power to destroy her . . . Estranged from his aristocratic family, the enigmatic Napier has forged a reputation as Scotland Yard most relentless police commissioner. He vowed to bring Lisette to justice but with every forbidden kiss and every tantalizing touch, he finds himself becoming less convinced of her guilt . . . and more certain he must have her. But when danger touches Lisette, can he save her?

Enjoy fresh, simple, delicious, and satisfying Chinese food including many takeout classics without ever leaving home! With her trademark passion and deep appreciation for Chinese cooking, Cooking Channel star Ching-He Huang brings her charm and expertise to an eager audience with this outstanding cookbook. Ching fuses Chinese and Western cultures to create one hundred quick dishes full of natural ingredients and bursting with flavor. Ching Everyday Easy Chinese makes it simple for home cooks to prepare their favorite Chinese dishes faster, cheaper, and more healthfully than their local restaurant. Enjoy a diverse selection of favorite recipes for every occasion and taste, including: Traditional Hot and Sour Soup Five-Spice Salted Shrimp with Hot Cilantro Sauce Crispy Sweet Chili Beef Pancakes Kung Po Chicken Black Pepper Beef and Rainbow Vegetable Stir-Fry Singapore Noodles Egg and Asparagus Fried Rice Interspersed with entertaining personal stories and suggestions for exciting variations on classic recipes, Ching Everyday Easy Chinese takes readers on a culinary journey that delightfully blends ancient and modern, yin and yang, experimentation and intuition and ends with perfectly balanced and tantalizing fare that will inspire even the most stalwart takeout devotees.

Psychiatry has ignored the normal. The focus on defining abnormal behavior has obscured what turns out to be a more fundamental question how does the biology of the brain give rise to the mind, which in turn gives rise to everything we care about: thoughts, feelings, desires, and relationships In The Other Side of Normal , Harvard psychiatrist Jordan Smoller shows us that understanding what the mind was designed to do in the first place demystifies mental illness and builds a new foundation for defining psychiatric disorders from autism to depression. Smoller argues there are no bright lines between normal and abnormal. Psychiatric disorders are variations of the same brain systems that evolved to help us solve the challenges of everyday life. How do we become who we areSmoller explains where our personalities come from, and how the temperaments we had as infants actually stay with us into adulthood. Why do we choose to date, love, and marry the people we doWhy do some of us form healthy relationships while others form unstable onesOur relationships are shaped by the biology that drives two imperatives: maternal-child bonding and child-parent attachment. Along the way, Smoller tackles an even greater question what do we mean by "normal" as he explores the puzzles behind the epidemics of multiple personalities and koro, the shocking phobia that one's penis is shrinking. He also looks at the controversial history of psychiatric classification and the explosive debates over how much early experiences influence our minds and to what degree genetics affect our temperaments, personalities, and emotional lives. Throughout this examination, Smoller explores the hidden sides of such questions as: How are trust and love rooted in biologyHow much does sexual attraction stem from biology rather than cultureAnd what can the scientific study of normal behavior tell us about what it means to be human Based on the author's groundbreaking research and personal experiences treating psychological disorders, The Other Side of Normal changes the way we think about the human condition.

Natalie and Fran?ois are the perfect couple, and perfectly happy. But after Fran?ois dies suddenly, only seven years into their still blissful marriage, the widowed Natalie erects a fortress around her emotions into which no one can gain access. Until the most unlikely candidate appears: Markus, Natalie Swedish, geeky, and unassuming coworker.

I'm pushing aside the memory of my nightmare, pushing aside thoughts of Alex, pushing aside thoughts of Hana and my old school, push, push, push, like Raven taught me to do. The old life is dead. But the old Lena is dead too. I buried her. I left her beyond a fence, behind a wall of smoke and ?ame. Lauren Oliver delivers an electrifying follow-up to her acclaimed New York Times bestseller, Delirium. This riveting, brilliant novel crackles with the fire of fierce defiance, forbidden romance, and the sparks of a revolution about to ignite.

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.

For over fifty years, the Type Directors Club has encouraged the worldwide graphic arts community to achieve excellence in typography through its annual international competitions. Typography 33 is the only annual devoted exclusively to typography and presents the finest work in the field for the year 2011. Selected from approximately 2300 international submissions to the annual Type Directors Club competition, the winning designs are models of excellence and innovation in the use of type design, representing a wide range of categories including books, magazines, corporate identities, logos, stationery, annual reports, video and web graphics, and posters.