Ever since man first cultivated plants and grew crops, insects, mites and other creatures have risen to prominence as pests, but it is only throughout the last two centuries that we have come to study them in any detail. Whereas in the past, emphasis has mainly been placed on ways to protect cultivated plants from attack or damage, nowadays our over-reliance on pesticides has been replaced by a far more enlightened approach to plant protection. Though chemical pesticides still have a role to play, environmental aspects and non-chemical means of pest control have become equally, if not more, important. This requires a greater appreciation of ecosystems, coupled with a greater understanding of individual pests, including their habits and their role in the environment. Drawing on a lifetime of experience, David V. Alford provides a fascinating account of the natural history of the insects and mites that inhabit our farms and gardens, and feed on our cultivated plants. He shows how and why the different operations of cultivation affect their world, and why plant pests should not be viewed as different from other wildlife. Coverage of pests includes aliens, and although emphasis is placed mainly on arable and horticultural field crops, pests of protected crops - both edible and non-edible - are also included. Details of pest life cycles, status, distribution and the damage they cause are given, and natural enemies of pests are examined. The author also explores the impact of pesticides, climate change and evolving crop management practices.

From the hugely respected journalist Miranda Sawyer, a very modern look at the midlife crisis – delving into the truth, and lies, of the experience and how to survive it, with thoughtfulness, insight and humour. ‘You wake one day and everything is wrong. It's as though you went out one warm evening – an evening fizzing with delicious potential, so ripe and sticky-sweet you can taste it on the air – for just one drink … and woke up two days later in a skip. Except you're not in a skip, you're in an estate car, on the way to an out-of-town shopping mall to buy a balance bike, a roof rack and some stackable storage boxes.’ Miranda Sawyer’s midlife crisis began when she was 44. It wasn’t a traditional one. She didn’t run off with a Pilates teacher, or blow thousands on a trip to find herself. From the outside, all remained the same. Work, kids, marriage, mortgage, blah. Days, weeks and months whizzed past as she struggled with feeling – knowing – that she was over halfway through her life. It seemed only yesterday that she was 29, out and about. Out of Time is not a self-help book. It’s an exploration of this sudden crisis, this jolt. It looks at how our tastes, and our bodies, change as we get older. It considers the unexpected new pleasures that the second half of life can offer, from learning to code to taking up running (slowly). Speaking to musicians and artists, friends and colleagues, Miranda asks how they too have confronted midlife, and the lessons, if any, that they’ve learned along the way.

The dramatic human story of an epic scientific quest: the search for the solution of how to calculate longitude and the unlikely triumph of an English genius. With a Foreword by Neil Armstrong.

Whenever I see a rebuild guide I am impressed by how easy everything looks - every job seems to be so straightforward. Not surprisingly, since they have been written by seasoned professionals who have all the tools, own large workshops and have worked on the same cars for years.

Above all else, Italy has a reputation for style, having gained fame for its beautiful architecture, up-to-the-minute fashion design, exotic cars, and motorcycles which display a rare combination of sheer style and exciting performance.

An irreverent, provocative, and visually fascinating look at what our online lives reveal about who we really are – and how this deluge of data will transform the science of human behaviour. Big Data is used to spy on us, hire and fire us, and sell us things we don't need. In ‘Dataclysm’, Christian Rudder, founder of one of the world’s biggest dating websites OkCupid, puts this flood of information to an entirely different use: understanding human nature. Drawing on terabytes of data from Twitter, Facebook, Reddit, OkCupid, and many other sites, Rudder examines the terrain of human experience to answer a range of questions: Does it matter where you went to school? How racist are we? How do political views alter relationships? Philosophers, psychologists, gene hunters and neuroscientists have tried to explain our flaws and foibles. Rudder shows that in today's era of social media, a powerful new approach is possible, one that reveals how we actually behave when we think no one's looking. Outrageous and illuminating, ‘Dataclysm’, is a portrait of our essential selves – dark, absurd, occasionally noble – and a first look at a revolution in the making.

Never before have the diaries and letters of young people from all sides of World War Two been woven together to provide an account of what it was like to grow up amidst the daily struggles and horrors of this devastating war. We Were Young And At War follows the stories of sixteen teenage boys and girls who write with a disarming directness about their reactions to and experiences of a very adult war. They are British, French, American, Japanese, Polish, German and Russian, each with a unique and heart-rending tale to tell. Only two of them are alive today. Some of them fought and died in the war, others starved to death; many were separated from their families. All were forced to grow up quickly, their lives changed beyond all recognition by their experiences. This is their story.

This richly illustrated short, extracted from the official book The Chronicles of Downton Abbey peels back the curtain on the making of Series 3. With a foreword from Downton Abbey creator Julian Fellowes. You’ll have privileged access to the on-set jokes and camaraderie between the actors – including anecdotes about Jim Carter’s (Carson’s) magic tricks and a revelation that two actors liked to burst into an impromptu duet of the Three Degrees classic “When Will I See You Again” between takes – find out who! See also how the sets at Highclere Castle and Ealing Studios were adapted, and hear from the costume and make up artists about the incredible attention to detail they applied to bring the 1920s so vividly to life. Purchase this ebook short and the others in the series to get closer still to the characters at Downton Abbey and to understand more about their social context – from the changing role of the aristocracy to fashion and beauty, American Anglophiles, the Suffragette movement and life below stairs in a big country house like Downton. Search for The Chronicles of Downton Abbey to purchase all shorts combined.

This is Mike Sadler’s story, one of five true-life recollections from the Second World War in Tales From The Special Forces Club. The Special Forces Club is a fabled gentlemen’s club, based in the heart of London. It has a closely guarded secret: you have to be a genuine hero to be a member. Mike Sadler was in Rhodesia working on a farm when he decided to join up and fight Hitler. He would become one of the legendary men in the Long Range Desert Group, roaming behind Erwin Rommel’s front line and causing havoc and confusion to the German Africa Korp. He would also go on to serve with distinction in the SAS. This is his story.

The first comprehensive book to be published about the wildlife of the Brecon Beacons is a much-anticipated addition to the New Naturalist series, and reveals the natural wonders of this seemingly wild and inhospitable mountain landscape. The Brecon Beacons range across upland Wales and create a varied landscape of extensive cave systems, limestone crags and rich meadows. This variety supports thousands of species, some of which are found nowhere else on Earth. The natural history of the Brecon Beacons is like most parts of the British Isles – inextricably linked to the activities of man across many thousand years. Jonathan Mullard explores the evolving landscape and observes its effects on its native species and habitats. He provides a detailed examination of the geology of the region and the integration of the archaeological and historic landscape with the natural landscape and its fauna. Covering the vast diversity of its mountains and moorlands, rivers and waterfalls, caves, woodlands, wetlands and farmland, he provides an overview of man’s influence on the natural environment over the centuries and the ongoing conservation of the area. A landscape rich in legends, the Brecon Beacons play host to a number of myths involving, among others, King Arthur. Mullard explores these rich tales alongside other cultural landmarks of historical interest, such as the churches and chapels of the area. The culmination of years of research, New Naturalist Brecon Beacons is an inspiring exploration of this diverse and fascinating area.

After her young nephew and two nieces’ parents are drowned in a tragic sailing accident off the coast of Cornwall, the beautiful red-headed Tamara is devastated by their loss and realises almost at once that she is the only person who can look after the three children as she loves them so much. She speaks to the local Solicitor, who tells her that there is no money left in her brother-in-law’s estate and so she has no choice but to take the three children to their uncle, the Duke of Granchester, who lives in splendid isolation in a vast sprawling but intimidating Castle in Gloucestershire. The prospect at once appals Tamara. Firstly because she despises the Duke for the way he had cut off all contact with her sister and brother-in-law as he disapproved of their marriage, thinking that she was an actress when in fact she was a renowned opera singer. Worse still, Tamara has written a somewhat scurrilous novel portraying the Duke as the vile character she believes him to be! And the novel is just about to be published in London! Arriving at Granchester Castle in the guise of the children’s Governess, she finds the Duke to be as arrogant, high-handed and annoyingly handsome as her fictional portrayal of him and she hates him even more bitterly. Until a touch of love intervenes and changes everything forever.

The beautiful Colena Dalton has inherited a great fortune following the untimely death of her enormously rich father, Sir Arthur Dalton, in Paris after a long illness. After overhearing the Comtesse de Lyons telling her charmless son, Pierre, that he must propose to Colena as they need the money, she decides that she wants to marry a man who really loves her for herself and not for her money It is then that she and her cousin, Elizabeth, who has been living with Colena and her father in France, decide to change places. The two girls return to London where they join the Social world and are at once invited to endless parties as Sir Arthur’s death has been widely reported in all the newspapers. And immediately the fortune-hunters start circling. One of them called Oliver Stone becomes particularly persistent and bombards Elizabeth, thinking that she is Colena, with attention and invitations, while ignoring Colena. As expected he proposes marriage and will not be shaken off whatever the girls try and in order to escape him they drive of Colena’s father’s house in the country. There they find they find that two famous paintings have been stolen and hearing that there is to be a sale of pictures and other treasures nearby, the girls go there to try to replace the pictures. It is then that they meet up again unexpectedly with the unpleasant Oliver Stone who tries to abduct Elizabeth and force into marrying him. Then an unfortunate accident occurs that changes everything. How Colena and Elizabeth meet the men of their dreams, who love them for themselves and not for their money, is told in this intriguing story by BARBARA CARTLAND.

The Marquis of Craigmere, who is one of the most handsome and attractive men in the Beau Monde, is pursued by an exotic and beautiful married woman called Peony Lawson The Marquis finds this affaire-de-coeur amusing and enjoyable until Peony says that that she intends to tell her husband what they have been doing and ask him for a divorce. The Marquis is horrified because he was determined never to get married until he is much older and needs to have an heir. He knows, however, that Peony is serious and he will have to be exceedingly clever not to be involved in a scandal that would force him to live abroad for some years. He is at Royal Ascot and is hoping to win the Gold Cup. He is not successful, but as the race ends he sees the Duke of Hawkhurst, who was a friend of his father’s. The Duke has always been in debt and a way suddenly occurs to the Marquis of saving himself from the horror of Peony’s intentions. He tells the Duke that he wishes to marry his daughter, Natalie, in two days’ time. The Duke thinks it strange, but he realises that a very rich son-in-law will save him when he is on the verge of bankruptcy. However, his daughter Natalie is in love with the charming son of a neighbour, who is far from being a rich man, and she is in despair at the prospect of being married to the Marquis. Her cousin, Silva, who is beautiful and intelligent, urges her to elope and promises that she will somehow keep the knowledge of it from the Duke until it is too late for him to prevent it. How Silva arranges for Lady Natalie and the man she loves to set off for Gretna Green and how to save not only her cousin, but also herself from what has been for her a life of misery at the Duke’s Castle, she takes her place at the altar. And the Marquis only discovers the switch when they are on their way to Dover for their honeymoon on his yacht. Find out what happens next in this intriguing and fast moving love story by BARBARA CARTLAND.

Born and raised in Algeria with an active political life in the 70’s leading to his eventual emigration as a political refugee Elias Adam is the father of a family deeply affected by the new reality for economic and political migrants in Western Europe, victims of the new face of politics and some would say of Fear. This is his Book Of natural Rebellion

What made the Renaissance tickWhy had it such a force that its thinking spread from a small group of scholars in Florence, working in their own brilliant ways but coming together in a small villa on the Florentine hillside where Marsilio Ficino (143399) lived, to affect the thinking of the whole of Europe, and eventually of America, for five hundred years and is continuing to do soCosimo de?Medici, the virtual ruler of Florence, had been attracted to the philosophy of Plato by Gemistos Plethon during the Council Florence in 1439 and had instructed his agents to gather together Plato?s works before Constantinople fell to the Turks in 1453. In 1462 he commissioned Marsilio Ficino to translate them from Greek into Latin for the benefit of the Latin speaking world, a task he completed in under five years according to his biographer Giovanni Corsi. This, the first volume in a four volume series, provides the first English translation of the 25 short commentaries on the dialogues and the 12 letters traditionally ascribed to Plato. Later volumes will provide translations of his longer commentaries on the Parmenides (2008), the Republic and Laws (2009) and Timaeus (2010). Though this book will be an essential buy for Renaissance scholars and historians, its freshness of thought and wisdom are as relevant today as they ever were to inspire a new generation seeking spiritual and philosophical direction in their lives.

With the publication of Arthur FWith the publication of Arthur Farndell’s Gardens of Philosophy (Shepheard Walwyn 2006), there remained only four of Ficino’s commentaries on Plato’s dialogues which had not yet been translated into English. With the publication of this volume there remain only three. Farndell’s translation of the commentaries on the Republic and the Laws will comprise the third volume under the title When Philosophers Rule (9780856832574 – due 2009) and the fourth, All Things Natural (9780856832581 – due 2010), will contain the Timaeus. As Carol Kaske of Cornell University wrote when reviewing Gardens of Philosophy in Renaissance Quarterly, these translations fill ‘a need. Even those Anglophone scholars who know Latin still need a translation in order to read quickly through a large body of material’ The central message of Parmenides, that everything depends on the One, resonates with the growing awareness around the world of the interrelatedness of all things, be it in the biosphere, the intellectual or spiritual realms. Philosophers in ancient Greece appreciated this unity and employed reason and dialectic to draw the mind away from its preoccupation with the material world and attract it towards contemplation of the soul, and ultimately of that Oneness which embraces, but is distinct from, the multifarious forms of creation. Thus Parmenides carefully instructed the young Socrates, and Plato recorded their dialogue in this work which he named after the elderly philosopher. Nearly 2000 years later, Marsilio Ficino made Parmenides available to the West by translating it into Latin, the language of scholars in his time. Ficino added a lengthy commentary to this translation, a commentary which Evermore Shall Be So puts into English for the first time, more than 500 years after its original composition. Ficino’s crucial influence upon the unfolding of the Renaissance and his presentation of Plato’s understanding of the One and the socalled Platonic Ideas or Forms make Evermore Shall Be So an important work in the history of thought. Though it will be an essential buy for Renaissance scholars and historians, its freshness of thought and wisdom are as relevant today as they ever were to inspire a new generation seeking spiritual and philosophical direction in their lives. ‘This is philosophy with a mystical dimension – one that is crucial to the original Socratic and Platonic teaching’ Tony Cross in Faith and Freedomarndell’s Gardens of Philosophy ( 2006), there remained only four of Ficino’s commentaries on Plato’s dialogues which had not yet been translated into English. With the publication of this volume there remain only three. Farndell’s translation of the commentaries on the Republic and the Laws will comprise the third volume under the title When Philosophers Rule (9780856832574 – due 2009) and the fourth, All Things Natural (9780856832581 – due 2010), will contain the Timaeus.As Carol Kaske of Cornell University wrote when reviewing Gardens of Philosophy in Renaissance Quarterly, these translations fill ‘a need. Even those Anglophone scholars who know Latin still need a translation in order to read quickly through a large body of material’ The central message of Parmenides, that everything depends on the One, resonates with the growing awareness around the world of the interrelatedness of all things, be it in the biosphere, the intellectual or spiritual realms. Philosophers in ancient Greece appreciated this unity and employed reason and dialectic to draw the mind away from its preoccupation with the material world and attract it towards contemplation of the soul, and ultimately of that Oneness which embraces, but is distinct from, the multifarious forms of creation.Thus Parmenides carefully instructed the young Socrates, and Plato recorded their dialogue in this work which he named after the elderly philosopher. Nearly 2000 years later, Marsilio Ficino made Parmenides available to the West by translating it into Latin, the language of scholars in his time. Ficino added a lengthy commentary to this translation, a commentary which Evermore Shall Be So puts into English for the first time, more than 500 years after its original composition. Ficino’s crucial influence upon the unfolding of the Renaissance and his presentation of Plato’s understanding of the One and the socalled Platonic Ideas or Forms make Evermore Shall Be So an important work in the history of thought. Though it will be an essential buy for Renaissance scholars and historians, its freshness of thought and wisdom are as relevant today as they ever were to inspire a new generation seeking spiritual and philosophical direction in their lives. ‘This is philosophy with a mystical dimension – one that is crucial to the original Socratic and Platonic teaching’ Tony Cross in Faith and Freedom

Over 50 hands-on recipes to help you efficiently administer and maintain your games with Cocos2d-xAbout This BookBuild exciting games, apps, and other cross-platform GUI based interactive programs with Cocos2d-xExplore the nitty-gritty of the latest Cocos2d-x on the block, version 3.6A step-by-step guide that shows you the functionalities of Cocos2d-x followed by an explanation of how they work Who This Book Is For If you are a game developer and want to learn more about cross-platform game development in Cocos2d-x, then this book is for you. Knowledge of C++, Xcode, Eclipse, and how to use commands in the terminal are prerequisites for this book.What You Will LearnInstall and set up Cocos2d-x for your development environmentBuild, test, and release game applications for iOS and AndroidDevelop your games for multiple platformsCustomize Cocos2d-x for your gamesUse a physical engine in your gamesSave and load text, JSON, XML, or other formatsExplore the brand new features of Cocos2d-x In Detail Cocos2d-x is a suite of open source, cross-platform game-development tools used by thousands of developers all over the world. Cocos2d-x is a game framework written in C++, with a thin platform-dependent layer. Completely written in C++, the core engine has the smallest footprint and the fastest speed of any other game engine, and is optimized to be run on all kinds of devices. You will begin with the initial setup and installation of Cocos2d before moving on to the fundamentals needed to create a new project. You will then explore and create the sprites, animations, and actions that you will include in the game. Next you will look at strings and create labels, including a label with True Type Font (TTF) font support. Later, you will learn about layer and scene creation and transition. Then you will create the GUI parts essential for a game, such as buttons and switches. After that, you will breathe life into the game with background music and sound effects using the all new Cocos2d-x audio engine. You will then discover how to manage resource files and implement processes that depend on the operating system. Finally, you will polish your game with physics such as gravity and elevation, learn about tools that will help you make games more robust and stable, and get to know best practices to improve the game you have developed.Style and approach This book is an easy-to-follow guide with ample recipes to help you better understand Cocos2d-x.

Over 40 recipes to accelerate the process of learning game design and solving development problems using Unreal EngineAbout This BookExplore the quickest way to tackle common challenges faced in Unreal EngineCreate your own content, levels, light scenes, and materials, and work with Blueprints and C++ *ingAn intermediate, fast-paced Unreal Engine guide with targeted recipes to design games within its framework Who This Book Is For This book is for those who are relatively experienced with Unreal Engine 4 and have knowledge of its fundamentals. Working knowledge of C++ is required.What You Will LearnDiscover editor functionalities for an in-depth insight into game designDevelop environments using terrain for outdoor areas and a workflow for interiors as well using brushesDesign various kinds of materials with unique features, such as mirrors and glowsExplore the various ways that lighting can be used in the engineBuild various level effects using Blueprints, Unreal's visual *ing systemSet up a development environment and develop custom functionality with C++ for your gamesCreate healthbars and main menus with animations using Slate, Unreal's UI solution, through the UMG EditorPackage and create an installer to get your project out into the world In Detail Unreal Engine is powerful tool with rich functionalities to create games. It equips you with the skills to easily build mobile and desktop games from scratch without worrying about which platform they will run on. You can focus on the individual complexities of game development such as animation and rendering. This book takes you on a journey to jumpstart your game design efforts. You will learn various aspects of the Unreal engine commonly encountered with practical examples of how it can be used, with numerous references for further study. You will start by getting acquainted with Unreal Engine 4 and building out levels for your game. This will be followed by recipes to help you create environments, place meshes, and implement your characters. You will then learn to work with lights, camera, and shadows to include special effects in your game. Moving on, you’ll learn Blueprint *ing and C++ programming to enable you to achieve trigger effects and add simple functionalities. By the end of the book, you will see how to create a healthbar and main menu, and then get your game ready to be deployed and published.Style and approach This book offers detailed, easy-to-follow recipes that will help you master a wide range of Unreal Engine 4's features. Every recipe provides step-by-step instructions, with explanations of how these features work, and alternative approaches and research materials so you can learn even more.

Over 100 hands-on recipes to quickly prepare LaTeX documents of various kinds to solve challenging tasksAbout This BookWork with modern document classes, such as KOMA-Script classesExplore the latest LaTeX packages, including TikZ, pgfplots, and biblatexAn example-driven approach to creating stunning graphics directly within LaTeX Who This Book Is For If you already know the basics of LaTeX and you like to get fast, efficient solutions, this is the perfect book for you. If you are an advanced reader, you can use this book's example-driven format to take your skillset to the next level. Some familiarity with the basic syntax of LaTeX and how to use the editor of your choice for compiling is required.What You Will LearnChoose the right document class for your project to customize its featuresUtilize fonts globally and locallyFrame, shape, arrange, and annotate imagesAdd a bibliography, a glossary, and an indexCreate colorful graphics including diagrams, flow charts, bar charts, trees, plots in 2d and 3d, time lines, and mindmapsSolve typical tasks for various sciences including math, physics, chemistry, electrotechnics, and computer scienceOptimize PDF output and enrich it with meta data, annotations, popups, animations, and fill-in fieldsExplore the outstanding capabilities of the newest engines and formats such as XeLaTeX, LuaLaTeX, and LaTeX3 In Detail LaTeX is a high-quality typesetting software and is very popular, especially among scientists. Its programming language gives you full control over every aspect of your documents, no matter how complex they are. LaTeX's huge amount of customizable templates and supporting packages cover most aspects of writing with embedded typographic expertise. With this book you will learn to leverage the capabilities of the latest document classes and explore the functionalities of the newest packages. The book starts with examples of common document types. It provides you with samples for tuning text design, using fonts, embedding images, and creating legible tables. Common document parts such as the bibliography, glossary, and index are covered, with LaTeX's modern approach. You will learn how to create excellent graphics directly within LaTeX, including diagrams and plots quickly and easily. Finally, you will discover how to use the new engines XeTeX and LuaTeX for advanced programming and calculating with LaTeX. The example-driven approach of this book is sure to increase your productivity.Style and approach This book guides you through the world of LaTeX based on over a hundred hands-on examples. These are explained in detail and are designed to take minimal time and to be self-compliant.

Integrate Elasticsearch into Hadoop to effectively visualize and analyze your dataAbout This BookBuild production-ready analytics applications by integrating the Hadoop ecosystem with ElasticsearchLearn complex Elasticsearch queries and develop real-time monitoring Kibana dashboards to visualize your dataUse Elasticsearch and Kibana to search data in Hadoop easily with this comprehensive, step-by-step guide Who This Book Is For This book is targeted at Java developers with basic knowledge on Hadoop. No prior Elasticsearch experience is expected.What You Will LearnSet up the Elasticsearch-Hadoop environmentImport HDFS data into Elasticsearch with MapReduce jobsPerform full-text search and aggregations efficiently using ElasticsearchVisualize data and create interactive dashboards using KibanaCheck and detect anomalies in streaming data using Storm and ElasticsearchInject and classify real-time streaming data into ElasticsearchGet production-ready for Elasticsearch-Hadoop based projectsIntegrate with Hadoop eco-system such as Pig, Storm, Hive, and Spark In Detail The Hadoop ecosystem is a de-facto standard for processing terra-bytes and peta-bytes of data. Lucene-enabled Elasticsearch is becoming an industry standard for its full-text search and aggregation capabilities. Elasticsearch-Hadoop serves as a perfect tool to bridge the worlds of Elasticsearch and Hadoop ecosystem to get best out of both the worlds. Powered with Kibana, this stack makes it a cakewalk to get surprising insights out of your massive amount of Hadoop ecosystem in a flash. In this book, you'll learn to use Elasticsearch, Kibana and Elasticsearch-Hadoop effectively to analyze and understand your HDFS and streaming data. You begin with an in-depth understanding of the Hadoop, Elasticsearch, Marvel, and Kibana setup. Right after this, you will learn to successfully import Hadoop data into Elasticsearch by writing MapReduce job in a real-world example. This is then followed by a comprehensive look at Elasticsearch essentials, such as full-text search analysis, queries, filters and aggregations; after which you gain an understanding of creating various visualizations and interactive dashboard using Kibana. Classifying your real-world streaming data and identifying trends in it using Storm and Elasticsearch are some of the other topics that we'll cover. You will also gain an insight about key concepts of Elasticsearch and Elasticsearch-hadoop in distributed mode, advanced configurations along with some common configuration presets you may need for your production deployments. You will have “Go production checklist” and high-level view for cluster administration for post-production. Towards the end, you will learn to integrate Elasticsearch with other Hadoop eco-system tools, such as Pig, Hive and Spark.Style and approach A concise yet comprehensive approach has been adopted with real-time examples to help you grasp the concepts easily.

Explore clustering algorithms used with Apache MahoutAbout This BookUse Mahout for clustering datasets and gain useful insightsExplore the different clustering algorithms used in day-to-day workA practical guide to create and evaluate your own clustering models using real world data sets Who This Book Is For This book is for developers who want to try out clustering on large datasets using Mahout. It will also be useful for those users who don’t have background in Mahout, but have knowledge of basic programming and are familiar with basics of machine learning and clustering. It will be helpful if you know about clustering techniques with some other tool.What You Will LearnExplore clustering algorithms and cluster evaluation techniquesLearn different types of clustering and distance measuring techniquesPerform clustering on your data using K-Means clusteringDiscover how canopy clustering is used as pre-process step for K-MeansUse the Fuzzy K-Means algorithm in Apache MahoutImplement Streaming K-Means clustering in MahoutLearn Spectral K-Means clustering implementation of Mahout In Detail As more and more organizations are discovering the use of big data analytics, interest in platforms that provide storage, computation, and analytic capabilities has increased. Apache Mahout caters to this need and paves the way for the implementation of complex algorithms in the field of machine learning to better analyse your data and get useful insights into it. Starting with the introduction of clustering algorithms, this book provides an insight into Apache Mahout and different algorithms it uses for clustering data. It provides a general introduction of the algorithms, such as K-Means, Fuzzy K-Means, StreamingKMeans, and how to use Mahout to cluster your data using a particular algorithm. You will study the different types of clustering and learn how to use Apache Mahout with real world data sets to implement and evaluate your clusters. This book will discuss about cluster improvement and visualization using Mahout APIs and also explore model-based clustering and topic modelling using Dirichlet process. Finally, you will learn how to build and deploy a model for production use.Style and approach This book is a hand's-on guide with examples using real-world datasets. Each chapter begins by explaining the algorithm in detail and follows up with showing how to use mahout for that algorithm using example data-sets.