The official companion to all three seasons. The Great War has ended, but Downton Abbey is far from peaceful… A changing world has brought new challenges and new guests. Inside the walls of the Great House there is more intrigue, rivalry and romance than ever. The Chronicles of Downton Abbey take you deep into the lives of the Crawleys, their servants, lovers, friends and guests. So wander the crowded servants' quarters and peek into luxurious bed chambers. Go beneath the surface, and experience every aspect of their lives – from daily routines, dressing tables and treasure chests to their most secret hopes and fears. This definitive book explores the lives of every important member of the Downton estate. Focusing on each character individually, it examines their motivations, their actions and the inspirations behind them. An evocative source of story and background, it will take you even deeper into the secret, beating heart of the house.

The Royal British Legion was founded in 1921. It is now the country’s leading charity providing financial, social and emotional support to those who have served or who are currently serving in the British Armed Forces and their dependants. The RBL is behind the annual Poppy Appeal, the highest profile charity appeal in Britain. This book has the full support of the Royal British Legion and will tell the complete story of its history through exclusive access to its archives, thus providing a celebratory, as well informative, tribute to their work over the past 90 years. It will be the definitive history of this much-loved organisation, charting its work with soldiers and ex-servicemen through the stories of its heroes, famous as well as unknown, during the highest-profile military campaigns of the past 90 years. The book will be divided into nine chapters, each representing one decade in the RBL’s existence. Each chapter will celebrate one hero per year; 1921, 1922, 1923, etc. giving an account of that particular person, and what they achieved. Within each chapter will be special spreads that emphasise also the social history of the evolution of the RBL as a charity. Each one of the heroes, from 1921 right through to 2011, has been personally chosen by decorated royal marine, and RBL ambassador, Lance Corporal Matt Croucher GC. Men such as Major Robert Henry Cain VC (1909-1974), who destroyed six tanks during Operation ‘Market Garden’ at Arnhem in 1944 and was one of the only officers from his battalion to escape the German encirclement of the British 1st Airborne Division. The book was published in late autumn to coincide with the 2011 Poppy Appeal, which will be the biggest in the Legion’s history, with events running nationwide, TV advertising, celebrity involvement and a high-profile marketing campaign. Matt Croucher will be involved in the campaign as an ambassador for the RBL. For any serving member of the armed forces, or those retired from service, or members of the public who are keen to know about this beloved organisation; this will be a fascinating and valued purchase, knowing that royalties will be going to the charity themselves.

Love history? Know your stuff with History in an Hour. George Washington – a figure synonymous with American history. His image is known worldwide, marked on American currency, postage stamps – even a state is named after him. George Washington in an Hour explores the man beneath the symbol. This is the essential chronicle of Washington’s life – his rise from middle class Virginian upbringing to America’s first President, elected unanimously twice. Explore Washington’s legacy – from securing Independence, to his instrumental role in writing and adopting the American constitution. George Washington in an Hour covers Washington’s redefinition of greatness, relinquishing power not once but twice – at the end of Revolution and his second term in Presidency. Learn why Washington is still considered one of the most influential people in history, and how his impact shaped the world in this engaging overview of his life. Love history? Know your stuff with History in an Hour…

This is Joan’s story, one of four stories from The Sugar Girls.During the Blitz and the years of rationing, the Sugar Girls kept Britain sweet. The work was back-breakingly hard, but the Tate & Lyle factory was more than just a workplace - it was a community, a calling, a place of love and support and an uproarious, tribal part of East London. ‘Joan had joined Tate & Lyle expressly for the social life, and she was determined to make the most of it. She could see that her old friend Peggy already had an established group of her own among the sugar girls, so she set about building a new set of friends. It wasn’t difficult for Joan, whose cheerful self-confidence, natural chattiness and naughty sense of humour acted as a magnet to those around her.’ In the years leading up to and after the Second World War thousands of women left school at fourteen to work in the bustling factories of London’s East End. Despite long hours, hard and often hazardous work, factory life afforded exciting opportunities for independence, friendship and romance. Of all the factories that lined the docks, it was at Tate & Lyle’s where you could earn the most generous wages and enjoy the best social life, and it was here where The Sugar Girls worked This is an evocative, moving story of hunger, hardship and happiness, providing a moving insight into a lost way of life, as well as a timeless testament to the experience of being young and female. Includes Joan’s own personal photographs of life as a sugar girl.

From the author of the famous ‘Flashman Papers’ and the ‘Private McAuslan’ stories.

Lifting the lid on the most captivating story in British politics today, ‘Back from the Brink’ charts the Conservative Party's remarkable journey from the political wilderness to the threshold of power. Based on unprecedented access to key figures in the Conservative party, including every leader from John Major to David Cameron, political journalist Peter Snowdon sheds new light on the dramatic decline and renaissance of the party that dominated 20th century British politics. He reveals how the Conservatives were torn apart by in-fighting as they struggled to come to terms with their catastrophic electoral defeat in 1997 and the continuing trauma of Margaret Thatcher's sudden removal from office several years earlier. Under a succession of hapless leaders - William Hague, Iain Duncan Smith and Michael Howard - the party lost two further elections and at times effectively ceased to function as a political force across whole swathes of Britain. It took the emergence of a new generation of Conservatives, and David Cameron's election as leader in 2005, to set the party on the uneven road to electoral recovery. Packed full of fresh insights into what really goes on behind closed doors at Westminster, Back from the Brink exposes the bitter rivalries and recriminations that have blighted the Conservatives in Opposition, and gets to the heart of Cameron's quest for power and ambitions for office.

Love history? Know your stuff with History in an Hour. ‘Remember, remember, the fifth of November’. The gunpowder plot is a famed tale of treachery that continues to fascinate and capture the imagination four hundred years on. The Gunpowder Plot in an Hour reveals the elaborate background to the infamous plot to blow up the Houses of Parliament and James I, the ultimate act of treason. This compelling and engaging account of one of the most famous historical events in English history follows the Catholic protagonists hatching their plan through to their inevitable, gruesome deaths. Learn who the Catholic traitors were, what drove them to such desperate measures, and how the plot was discovered. The Gunpowder Plot in an Hour gives a concise overview of this enduring event and is a must for all history lovers. Love history? Know your stuff with History in an Hour…

The Sunday Times bestseller From the bestselling authors of The Sugar Girls, G.I. Brides weaves together the real-life stories of four women who crossed the ocean for love, providing a moving true tale of romance and resilience. The 'friendly invasion' of Britain by over a million American G.I.s caused a sensation amongst a generation of young women deprived of male company during the Second World War. With their exotic accents, smart uniforms and aura of Hollywood glamour, the G.I.s soon had the local girls queuing up for a date, and the British boys off fighting abroad turning green with envy. But American soldiers offered something even more tantalising than a ready supply of chocolate, chewing gum and nylon stockings. Becoming a G.I. bride provided an escape route from Blitz-ravaged Britain, an opportunity for a whole new life in America - a country that was more affluent, more modern and less class-ridden than home. Some 70,000 G.I. brides crossed the Atlantic at the end of the war to join the men who had captured their hearts - but the long voyage was just the beginning of a much bigger journey. Once there, the women would have to adapt to a foreign culture and a new way of life thousands of miles away from family and friends, with a man they hardly knew out of uniform. Some struggled with the isolation of life in rural America, or found their heroic soldier was less appealing once he returned to Civvy Street. But most persevered, determined to turn their wartime romance into a lifelong love affair, and prove to those back home that it really was possible to have a Hollywood ending. www.gibrides.com

This is Margaret’s story, one of four true stories from the book GI Brides. “Margaret’s eyes were on the handsome officers who milled around the US Army headquarters. But it was one young second lieutenant that she particularly looked out for… And she secretly deteThe room was filled with GIs – some playing pool, some jostling for control of rmined to make him hers.” An attractive young English girl, Margaret finds herself working at the US Army headquarters in London, where she meets a dashing American officer who breaks her heart. Soon she falls pregnant by another GI, marries, and follows him to America’s deep south. What she finds out in Georgia about her husband's true character will shock her. Margaret’s story is extracted from GI Brides, written by the bestselling authors of The Sugar Girls. It tells the true stories of four of the 70,000 British women who crossed the Atlantic for love after the Second World War.

A definitive natural history of the Yorkshire Dales, covering the range of wildlife habitats, rich cultural heritage and ecological history of one of our best-loved National Parks. The Yorkshire Dales National Park is a special place: its outstanding scenery and the diversity of habitats is perhaps unrivalled in any other National Park in Britain. This rich biodiversity has been a great attraction to naturalists for over two centuries. But to fully appreciate the present-day plant and animal communities, their status and the constraints upon them, it is important to understand the geology and landscape history of the National Park, including the role that human populations have played in modifying the environment. In this long-anticipated New Naturalist volume, John Lee introduces the National Park, exploring both its geology and geomorphology, and describing the role of early naturalists and the Yorkshire Naturalists Union in recording and understanding the natural history of the Dales. He describes the major habitats or groups of habitats which underline the ecological importance of the Dales. Lee covers the earliest settlement times to the modern day, and he focuses in particular on the most iconic plant of the Dales, the Lady’s Slipper Orchid, arguably the rarest of native British plants, which until recently was thought to be confined to a single plant in the Dales. Lee takes a historical approach, describing its near eradication and early attempts to conserve it – including the establishment of a secret society – concluding with recent scientific conservation approaches.

How to make it, break it, hack it, crack it. The secret history of codes and code breaking. Simon Singh’s best-selling title The Code Book now re-issued for the young-adult market. The Science of Secrecy from Ancient Egypt to Quantum Cryptography. Simon Singh brings life to an amazing story of puzzles, codes, languages and riddles – revealing the continual pursuit to disguise and uncover, and to work out the secret languages of others. Codes have influenced events throughout history, both in the stories of those who make them and those who break them. The betrayal of Mary Queen of Scots and the cracking of the enigma code that helped the Allies in World War II are major episodes in a continuing history of cryptography. In addition to stories of intrigue and warfare, Simon Singh also investigates other codes, the unravelling of genes and the rediscovery of ancient languages and most tantalisingly, the Beale ciphers, an unbroken code that could hold the key to a $20 million treasure.

Love history? Know your stuff with History in an Hour. The ‘Great War’, from July 1914 to November 1918, was without parallel. It brought to an end four dynasties, ignited revolution, and forged new nations. It introduced killing on an unprecedented scale, costing an estimated nine million lives. It was the war that destroyed any notion of romance or chivalry in battle; it pulled in combatants from nations across the globe and shattered them, body and mind. The War involved all of the world’s great powers – the Central Powers, dominated by Germany and Austria-Hungary; the Triple Entente, lead by Britain, France and Russia; and America. World War One: History in an Hour explains the unprecedented battles on land, sea and in the air and describes the Home Front, espionage, and the politics behind them. This, for the first time in history, was ‘total war’. Love history? Know your stuff with History in an Hour…

Build real-world hybrid mobile applications using the robust PhoneGap development platformAbout This BookGet to grips with the usage of PhoneGap and its command-line interfaceLearn to use numerous plugins to access several hardware capabilitiesStep-by-step instructions on creating captivating mobile applications using popular frameworks Who This Book Is For If you are a developer who wants to get started with mobile application development using PhoneGap, then this book is for you. Previous experience with data mining libraries will help, but is not mandatory. A basic understanding of web technologies such as HTML, CSS, and JavaScript is a must.What You Will LearnSet up a development environment to develop PhoneGap applicationsGenerate, build, and run applications using the PhoneGap command-line interfaceInstall plugins from the command line to add native capabilities to your applicationCall the JavaScript API of plugins and hook into native eventsManipulate DOM using zepto and xuijsDevelop a user interface using jQuery Mobile and the Ionic frameworkGet accustomed to using the PhoneGap Build service In Detail Developing mobile applications often feels intimidating. Especially when building cross-platform application. We have to learn a specific programming language to build an application for each platform. PhoneGap makes cross-platform mobile application development faster and easier by using web technologies such as HTML5, CSS, and JavaScript. This book gives you practical lessons on how to build a world class mobile application using PhoneGap. Whether you are a brand new to mobile application development, a web developer expert, or a seasoned mobile application developer, this book will guide you through creating hybrid mobile applications. Starting with setting up a development environment, the book moves on to utilizing a new PhoneGap command-line tool, installing plugins, and designing your application. It then moves on to concepts such as file system, storage, and local database, the book effectively lays a solid base for advanced topics. By working through the steps in each chapter, you will quickly master the features of PhoneGap. By the end of the book, you will be able to successfully build a highly functional, real-world hybrid mobile application using PhoneGap.Style and approach And easy-to-follow guide full of practical examples of real-world mobile application. Each topic is explained step by step with detailed explanations on each concept.

Master the art of digital forensics and analysis with PythonAbout This BookLearn to perform forensic analysis and investigations with the help of Python, and gain an advanced understanding of the various Python libraries and frameworksAnalyze Python *s to extract metadata and investigate forensic artifactsThe writers, Dr. Michael Spreitzenbarth and Dr. Johann Uhrmann, have used their experience to craft this hands-on guide to using Python for forensic analysis and investigations Who This Book Is For If you are a network security professional or forensics analyst who wants to gain a deeper understanding of performing forensic analysis with Python, then this book is for you. Some Python experience would be helpful.What You Will LearnExplore the forensic analysis of different platforms such as Windows, Android, and vSphereSemi-automatically reconstruct major parts of the system activity and time-lineLeverage Python ctypes for protocol decodingExamine artifacts from mobile, Skype, and browsersDiscover how to utilize Python to improve the focus of your analysisInvestigate in volatile memory with the help of volatility on the Android and Linux platforms In Detail Digital forensic analysis is the process of examining and extracting data digitally and examining it. Python has the combination of power, expressiveness, and ease of use that makes it an essential complementary tool to the traditional, off-the-shelf digital forensic tools. This book will teach you how to perform forensic analysis and investigations by exploring the capabilities of various Python libraries. The book starts by explaining the building blocks of the Python programming language, especially ctypes in-depth, along with how to automate typical tasks in file system analysis, common correlation tasks to discover anomalies, as well as templates for investigations. Next, we’ll show you cryptographic algorithms that can be used during forensic investigations to check for known files or to compare suspicious files with online services such as VirusTotal or Mobile-Sandbox. Moving on, you’ll learn how to sniff on the network, generate and analyze network flows, and perform log correlation with the help of Python *s and tools. You’ll get to know about the concepts of virtualization and how virtualization influences IT forensics, and you’ll discover how to perform forensic analysis of a jailbroken/rooted mobile device that is based on iOS or Android. Finally, the book teaches you how to analyze volatile memory and search for known malware samples based on YARA rules.Style and approach This easy-to-follow guide will demonstrate forensic analysis techniques by showing you how to solve real-word-scenarios step by step.

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.

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.

Embrace the new world of fiance by leveraging the power of crypto-currencies using Bitcoin and the BlockchainAbout This BookSet up your own wallet, buy and sell Bitcoin, and execute custom transactions on the BlockchainLeverage the power of Bitcoin to reduce transaction costs and eliminate fraudA practical step-by-step guide to break down the Bitcoin technology to ensure safe transactions Who This Book Is For If you are familiar with online banking and want to expand your finances into a resilient and transparent currency, this book is ideal for you. A basic understanding of online wallets and financial systems will be highly beneficial to unravel the mysteries of Bitcoin.What You Will LearnSet up your wallet and buy a Bitcoin in a flash while understanding the basics of addresses and transactionsAcquire the knack of buying, selling, and trading Bitcoins with online marketplacesSecure and protect your Bitcoins from online theft using Brainwallets and cold storageUnderstand how Bitcoin’s underlying technology, the Blockchain, works with simple illustrations and explanationsConfigure your own Bitcoin node and execute common operations on the networkDiscover various aspects of mining Bitcoin and how to set up your own mining rigDive deeper into Bitcoin and write *s and multi-signature transactions on the networkExplore the various alt-coins and get to know how to compare them and their value In Detail The financial crisis of 2008 raised attention to the need for transparency and accountability in the financial world. As banks and governments were scrambling to stay solvent while seeking a sustainable plan, a powerfully new and resilient technology emerged. Bitcoin, built on a fundamentally new technology called “The Blockchain,” offered the promise of a new financial system where transactions are sent directly between two parties without the need for central control. Bitcoin exists as an open and transparent financial system without banks, governments, or corporate support. Simply put, Bitcoin is “programmable money” that has the potential to change the world on the same scale as the Internet itself. This book arms you with immense knowledge of Bitcoin and helps you implement the technology in your money matters, enabling secure transactions. We first walk through the fundamentals of Bitcoin, illustrate how the technology works, and exemplify how to interact with this powerful and new financial technology. You will learn how to set up your online Bitcoin wallet, indulge in buying and selling of bitcoins, and manage their storage. We then get to grips with the most powerful algorithm of all times: the Blockchain, and learn how crypto-currencies can reduce the risk of fraud for e-commerce merchants and consumers. With a solid base of Blockchain, you will write and execute your own custom transactions. Most importantly, you will be able to protect and secure your Bitcoin with the help of effective solutions provided in the book. Packed with plenty of screenshots, Learning Bitcoin is a simple and painless guide to working with Bitcoin.Style and approach This is an easy-to-follow guide to working with Bitcoin and the Blockchain technology. This book is ideal for anyone who wants to learn the basics of Bitcoin and explore how to set up their own transactions.

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.

Horrified when her beloved dog, Rufus, is caught in a cruel snare while out walking in the estate of Arrow Castle, local Parson’s daughter Shenda is at first relieved when a handsome stranger comes to poor Rufus’s rescue and then at once she is abashed and confused when he claims a kiss – Shenda’s very first – as his reward. But then she is told that her father has been killed by a savage bull and that she must leave the family’s Vicarage forthwith. Penniless Shenda is obliged to take a job at Arrow Castle as a seamstress, where she stumbles across a letter from one of Napoleon Bonaparte’s spies to Society beauty Lucille Gratton, ‘the most beautiful Lady in England’, who is staying at The Castle. Reporting the discovery to the Earl, she finds that he is no other than her ‘gentleman stranger’ and just as she realises that she is falling in love with the heroic Earl of Arrow, she is embroiled in a counter-espionage plot that puts her young life – and her love for the Earl – in deadly peril.

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.

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.