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Mobile Device Exploitation Cookbook
Mobile Device Exploitation Cookbook
Prashant Verma,Akshay Dixit
¥71.93
Over 40 recipes to master mobile device penetration testing with open source tools About This Book Learn application exploitation for popular mobile platforms Improve the current security level for mobile platforms and applications Discover tricks of the trade with the help of code snippets and screenshots Who This Book Is For This book is intended for mobile security enthusiasts and penetration testers who wish to secure mobile devices to prevent attacks and discover vulnerabilities to protect devices. What You Will Learn Install and configure Android SDK and ADB Analyze Android Permission Model using ADB and bypass Android Lock Screen Protection Set up the iOS Development Environment - Xcode and iOS Simulator Create a Simple Android app and iOS app and run it in Emulator and Simulator respectively Set up the Android and iOS Pentesting Environment Explore mobile malware, reverse engineering, and code your own malware Audit Android and iOS apps using static and dynamic analysis Examine iOS App Data storage and Keychain security vulnerabilities Set up the Wireless Pentesting Lab for Mobile Devices Configure traffic interception with Android and intercept Traffic using Burp Suite and Wireshark Attack mobile applications by playing around with traffic and SSL certificates Set up the Blackberry and Windows Phone Development Environment and Simulator Setting up the Blackberry and Windows Phone Pentesting Environment Steal data from Blackberry and Windows phones applications In Detail Mobile attacks are on the rise. We are adapting ourselves to new and improved smartphones, gadgets, and their accessories, and with this network of smart things, come bigger risks. Threat exposure increases and the possibility of data losses increase. Exploitations of mobile devices are significant sources of such attacks. Mobile devices come with different platforms, such as Android and iOS. Each platform has its own feature-set, programming language, and a different set of tools. This means that each platform has different exploitation tricks, different malware, and requires a unique approach in regards to forensics or penetration testing. Device exploitation is a broad subject which is widely discussed, equally explored by both Whitehats and Blackhats. This cookbook recipes take you through a wide variety of exploitation techniques across popular mobile platforms. The journey starts with an introduction to basic exploits on mobile platforms and reverse engineering for Android and iOS platforms. Setup and use Android and iOS SDKs and the Pentesting environment. Understand more about basic malware attacks and learn how the malware are coded. Further, perform security testing of Android and iOS applications and audit mobile applications via static and dynamic analysis. Moving further, you'll get introduced to mobile device forensics. Attack mobile application traffic and overcome SSL, before moving on to penetration testing and exploitation. The book concludes with the basics of platforms and exploit tricks on BlackBerry and Windows Phone. By the end of the book, you will be able to use variety of exploitation techniques across popular mobile platforms with stress on Android and iOS. Style and approach This is a hands-on recipe guide that walks you through different aspects of mobile device exploitation and securing your mobile devices against vulnerabilities. Recipes are packed with useful code snippets and screenshots.
Learning ClojureScript
Learning ClojureScript
W. David Jarvis,Rafik Naccache,Allen Rohner
¥71.93
Master the art of agile single page web application development with ClojureScript About This Book Set up interactive development workflows for the browser or Node.js thanks to the ClojureScript ecosystem Learn the basics of interactive single page web app development taking advantage of the functional nature of ClojureScript Delve into advanced rich web application development concepts such as Om, along with core.async, using zippers and logic programming, and preparing code for production with testing or optimizing via the Google Closure Compiler Who This Book Is For This book is for web application developers who want to benefit from the power of ClojureScript to get an agile and highly productive development platform that targets mainly browser JavaScript. You are not required to be fluent in Clojure, but it will be easier for you if you have a basic understanding of browser and server-side JavaScript. What You Will Learn Understand how the ClojureScript compiler operates Set up interactive development workflows for ClojureScript Grasp the basics of the ClojureScript language, including basic syntax, data structures, variable scoping, namespaces, and finally the powerful sequence abstraction Delve into advanced concepts such as functional programming, macro writing, asynchronous programming, app routing, and real-time web Develop simple one page web applications Explore techniques to make your web apps aware of the external world through external or embedded database access or Oauth 2 integration Learn more advanced ClojureScript concepts like in app routing, real-time web Prepare your work for production, getting insights into optional type-checking, writing portable Clojure/ClojureScript code, and testing In Detail Clojure is an expressive language that makes it possible to easily tackle complex software development challenges. Its bias toward interactive development has made it a powerful tool, enabling high developer productivity. In this book, you will first learn how to construct an interactive development experience for ClojureScript.. You will be guided through ClojureScript language concepts, looking at the basics first, then being introduced to advanced concepts such as functional programming or macro writing. After that, we elaborate on the subject of single page web applications, showcasing how to build a simple one, then covering different possible enhancements. We move on to study more advanced ClojureScript concepts, where you will be shown how to address some complex algorithmic cases. Finally, you'll learn about optional type-checking for your programs, how you can write portable code, test it, and put the advanced compilation mode of the Google Closure Compiler to good use. Style and approach This book is a comprehensive reference guide on ClojureScript development for the front end, and will gradually help you master interactive ClojureScript development workflows, through detailed step-by-step information illustrated with annotated code samples.
VMware vRealize Configuration Manager Cookbook
VMware vRealize Configuration Manager Cookbook
Abhijeet Shriram Janwalkar
¥90.46
Over 80 recipes to teach you the power of vRealize Configuration Manager 5.8 to provide automated and continuous configuration management About This Book First book in the market that provides a broad configuration and compliance management solution for your enterprise. Champion the skills of the latest features of VMware vRealize Configuration Manager and implement it in your organization. A recipe based approach book that will enlighten you to configure VCM to collect and manage data from your virtual and physical environment. Who This Book Is For If you are a system administrator who is eager to provide better administration with VCM and are familiar with managing network users and resources along with performing system maintenance, then this book is for you. What You Will Learn Find out how to configure automated patching of your infrastructure for Windows as well Unix machines Maintain and upgrade your vRealize Configuration Manager Integrate with other VMware tools such as vCloud Director, vRealise Operations, vCenter, and vCloud Network and Security Understand what vRealize Configuration Manager is and what its capacities are Explore how vRealize Configuration Manager can be used for patching, compliance management, and software distribution Troubleshoot vRealize Configuration Manager with ease In Detail VMware vRealize Configuration Manager (VCM) helps you to automate IT operations, manage performance, and gain visibility across physical and virtual infrastructure. It is continuously being used by enterprises to audit the configurations of the VMware infrastructure as well as the Windows, Linux, and UNIX operating systems. This book is filled with practical recipes through which you will learn about the latest features of vRealize Configuration Manager 5.8.X, starting with installation of various tiers of VCM followed by configuration management across physical and virtual servers. Throughout this book, you will explore how VCM can perform tasks such as patch management, compliance assessment, and software package distribution along with Machine filters for new platforms such as RHEL 7 and Windows 10. This book will ease your troubles while upgrading from the existing VCM to the latest version by providing you with step-by-step instructions about the process of migration along with upgrade and maintenance support. This book will help you understand how to integrate vRealize Configuration with other applications along with schedule management and also guide you on how to handle security issues. After reading this book, you will have a clear understanding of how VCM fits in the overall picture of the data center design from a patching and compliance perspective. Style and approach This book takes a recipe-based approach that will provide you with an effective and a practical configuration management solution for your enterprise.
Python Data Analysis Cookbook
Python Data Analysis Cookbook
Ivan Idris
¥90.46
Over 140 practical recipes to help you make sense of your data with ease and build production-ready data apps About This Book Analyze Big Data sets, create attractive visualizations, and manipulate and process various data types Packed with rich recipes to help you learn and explore amazing algorithms for statistics and machine learning Authored by Ivan Idris, expert in python programming and proud author of eight highly reviewed books Who This Book Is For This book teaches Python data analysis at an intermediate level with the goal of transforming you from journeyman to master. Basic Python and data analysis skills and affinity are assumed. What You Will Learn Set up reproducible data analysis Clean and transform data Apply advanced statistical analysis Create attractive data visualizations Web scrape and work with databases, Hadoop, and Spark Analyze images and time series data Mine text and analyze social networks Use machine learning and evaluate the results Take advantage of parallelism and concurrency In Detail Data analysis is a rapidly evolving field and Python is a multi-paradigm programming language suitable for object-oriented application development and functional design patterns. As Python offers a range of tools and libraries for all purposes, it has slowly evolved as the primary language for data science, including topics on: data analysis, visualization, and machine learning. Python Data Analysis Cookbook focuses on reproducibility and creating production-ready systems. You will start with recipes that set the foundation for data analysis with libraries such as matplotlib, NumPy, and pandas. You will learn to create visualizations by choosing color maps and palettes then dive into statistical data analysis using distribution algorithms and correlations. You’ll then help you find your way around different data and numerical problems, get to grips with Spark and HDFS, and then set up migration *s for web mining. In this book, you will dive deeper into recipes on spectral analysis, smoothing, and bootstrapping methods. Moving on, you will learn to rank stocks and check market efficiency, then work with metrics and clusters. You will achieve parallelism to improve system performance by using multiple threads and speeding up your code. By the end of the book, you will be capable of handling various data analysis techniques in Python and devising solutions for problem scenarios. Style and Approach The book is written in “cookbook” style striving for high realism in data analysis. Through the recipe-based format, you can read each recipe separately as required and immediately apply the knowledge gained.
Dark Matter (Star Carrier, Book 5)
Dark Matter (Star Carrier, Book 5)
Ian Douglas
¥69.26
The fifth book in the epic saga of humankind's war of transcendence… An enemy might just have to become an ally . . . in order to save humankind The United States of North America is now engaged in a civil war with the Earth Confederation, which wants to yield to the demands of the alien Sh'daar, limit human technology, and become a part of the Sh'daar Galactic Collective. USNA President Koenig believes that surrendering to the Sh'daar will ultimately doom humankind. But when highly advanced, seemingly godlike aliens appear through an artificial wormhole in the Omega Centauri Cluster 16,000 light years from Earth, President Koenig is faced with a tremendous choice: continue fighting the Sh'daar . . . or ally with them against the newcomers in a final war that will settle the fate of more than one universe.
Star Strike (The Inheritance Trilogy, Book 1)
Star Strike (The Inheritance Trilogy, Book 1)
Ian Douglas
¥45.22
Planet by planet, galaxy by galaxy, the inhabited universe has fallen to the alien Xul… Now only one obstacle stands between them and total domination: the warriors of a resilient race the world-devourers nearly annihilated centuries ago . . . A power vast, ancient, and terrifying, the mighty Xul have lost track of the insignificant humans hundreds of years after devastating their home world—which has enabled the United Star Marines to operate unnoticed and unhindered. A near-autonomous intergalactic policing force, they battle in defense of an Earth they may not live to see again. Now, following the trail of a vanished twenty-fourth-century transport, they are journeying through an unexplored stargate to the edge of an unknown galaxy many light years from their sun. For the last, best, and only chance to defeat the tyrants of the universe may at long last be at hand . . .
The Road to Samarcand
The Road to Samarcand
Patrick O’Brian
¥61.51
A classic Patrick O’Brian novel, back in print after many years. When Derrick’s missionary parents are tragically murdered he is entrusted to his gruff uncle Sullivan, Captain of The Wanderer. After surviving a killer typhoon on the South China Sea, and accompanied by their eccentric elderly cousin, they set off across land to discover the treasures of Central Asia. Derrick befriends a fierce Mongol warrior and must help him battle a ruthless Chinese warlord. Given a gift of priceless jade, the group is pursued into the inhospitable mountains of Tibet where they are caught between fierce mountain monks and a terrifying unnamed creature that stalks them through the snow.
Rogue Lion Safaris
Rogue Lion Safaris
Simon Barnes
¥53.76
A funny, romantic, evocative novel set against the safari tourism business in East Africa, written by an award-winning journalist. After the death of his beloved, bankrupt gambler of a father, Dan Lynch follows his university degree in zoology to a run-down safari camp, where he can work as a trainee guide and, most important, be near George Sorensen, the owner. George is a wildlife genius, but no great businessman, and the camp is threatened by lack of visitors, competition from the much more luxurious set-up across the valley, and corrupt local politicians. In learning about the majestic landscape and fauna of Africa, Dan learns a lot about people – and about himself. A beautiful evocation of place, a warmly observant love story, a suspenseful battle against the odds, Rogue Lion Safaris marks the debut of a very bright new voice in fiction.
The Cracking Code Book
The Cracking Code Book
Simon Singh
¥53.56
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.
The Final Solution
The Final Solution
Michael Chabon
¥70.44
A brilliant reworking of the detective story by the much-acclaimed Michael Chabon, author of the Pulitzer Prize-winning THE AMAZING ADVENTURES OF KAVALIER & CLAY. In the Pulitzer Prize-winning novel ‘The Amazing Adventures of Kavalier & Clay’, Michael Chabon conjured up the golden age of comic books, intertwining history, legend and storytelling verve. In ‘The Final Solution’ he has crafted a short, suspenseful tale of compassion and wit that reimagines the classic 19th-century detective story. In deep retirement in the English countryside, an 89-year-old man, vaguely remembered by locals as a once-famous detective, is more concerned with his beekeeping than with other people. Into his life wanders Linus Steinman, nine years old and mute, who has escaped from Nazi Germany with his sole companion: an African grey parrot. What is the meaning of the mysterious strings of German numbers the bird spews out – a top-secret SS code? The keys to a series of Swiss bank accounts perhaps? Or something more sinister? Is the solution to this last case – the real explanation of the mysterious boy and his parrot – beyond even the reach of the once-famed sleuth? Subtle revelations lead the reader to a wrenching resolution. This brilliant homage is the work of a master storyteller at the height of his powers.
World War One:History in an Hour
World War One:History in an Hour
Rupert Colley
¥18.05
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…
The Siege of Leningrad:History in an Hour
The Siege of Leningrad:History in an Hour
Rupert Colley
¥18.05
Love history? Know your stuff with History in an Hour. The Siege of Leningrad was one of the longest sieges in history and it inflicted some of the worst civilian casualties of World War Two. When Hitler declared his intention to obliterate the key city of Leningrad on 22 September 1941, he could not have foreseen the grim determination of its citizens. Over the course of 900 days, the city resisted the Germans pounding at its gates. Its survival contributed to the defeat of Nazism. But the price was heavy – over 1 million died in Leningrad from German bombs and artillery, or from disease, the cold or starvation. In its suffering Leningrad became a source of symbolic national pride, of good conquering evil. The story of the siege is one of heroic resistance and stoical survival but it also one of unimaginable suffering and extreme deprivation. THE SIEGE OF LENINGRAD: HISTORY IN AN HOUR is essential reading for all history lovers. Know your stuff: read about the Siege of Leningrad in just one hour.
Araby
Araby
Gretta Mulrooney
¥66.22
A funny and intensely moving portrait of childhood, death and a man’s relationship with his larger-than-life mother. This poignant, witty, warm-hearted yet unsentimental novel charts the turbulent relationship of a mother and son. As a young boy, Rory Keenan finds his mother bewilderingly and embarrassingly eccentric as his childhood is punctuated by hilarious, cringe-making episodes caused entirely by her unpredictable behaviour and bizarre habits and exploits. Kitty has a huge appetite – for food, for mysterious imaginary illnesses and for strange hobbies. Her irrespressible, opinionated nature ensures that she (and, against his will, Rory too) is the centre of any attention to be had. At the end of Kitty’s life, Rory, now a grown man, begins to come to terms with his confused feelings for Kitty – he loves her devotedly, but nevertheless her cussedness still infuriates him. As memories and secrets from his family’s stormy past in Ireland and London echo through the tragedy of her final, very real illness we are given an outstandingly vivid and compassionate vision of life, love and death.
Drop a Size in Two Weeks Flat!
Drop a Size in Two Weeks Flat!
Joanna Hall
¥73.58
The kick-start fat loss programme from This Morning’s Diet and Fitness presenter. How to lose fat quickly and, more importantly, how to keep it off using Joanna’s own starch curfew plan and special exercises Everyone has those times when they want to lose their love handles quickly- to get back in their jeans, lose weight put on over Christmas, or look fantastic for a special occasion or a holiday. Joanna Hall, the UK’s hottest fitness presenter, shows people how to achieve this and, more importantly, how to make sure the weight doesn’t go straight back on! Tried and tested on 12 volunteers, Drop A Size In 2 Weeks Flat! includes: ? A 14 day ‘Get a Grip’ plan ? A great ‘maintenance’ system: how to keep your body trim in the long term using a simple points system, so you can eat the foods you want while following Joanna’s no carbs after 5pm rule ? ‘Damage Limitation’ tips: how to minimize the harm when away on business trips, cooking for a family, entertaining or eating out.
One Thing Leads to Another
One Thing Leads to Another
Jamie Holland
¥46.11
One Thing Leads to Another is Four Weddings and a Funeral in book form. Three friends, post university, two men and a girl, take up a year’s lease on a house. Sitting in the pub, they make a bet – a challenge to them all – that they will find perfect (if temporary) partners and real jobs by the end of a year. As each season unfolds, with highlights of themed parties (for the girls) and rugby matches (for the boys), romantic holidays in Italy (disastrous), New Year’s Eve’s festivities (even worse), Flin, Geordie and Jessica find (and in some cases, lose) new friends, new jobs and even themselves. The year’s challenge ends completely differently than they – or the readers – anticipate. One Thing Leads to Another has a wonderful warmth and humour, which gives readers a real feel-good factor.
Hacking Android
Hacking Android
Srinivasa Rao Kotipalli,Mohammed A. Imran
¥80.65
Explore every nook and cranny of the Android OS to modify your device and guard it against security threats About This Book Understand and counteract against offensive security threats to your applications Maximize your device’s power and potential to suit your needs and curiosity See exactly how your smartphone’s OS is put together (and where the seams are) Who This Book Is For This book is for anyone who wants to learn about Android security. Software developers, QA professionals, and beginner- to intermediate-level security professionals will find this book helpful. Basic knowledge of Android programming would be a plus. What You Will Learn Acquaint yourself with the fundamental building blocks of Android Apps in the right way Pentest Android apps and perform various attacks in the real world using real case studies Take a look at how your personal data can be stolen by malicious attackers Understand the offensive maneuvers that hackers use Discover how to defend against threats Get to know the basic concepts of Android rooting See how developers make mistakes that allow attackers to steal data from phones Grasp ways to secure your Android apps and devices Find out how remote attacks are possible on Android devices In Detail With the mass explosion of Android mobile phones in the world, mobile devices have become an integral part of our everyday lives. Security of Android devices is a broad subject that should be part of our everyday lives to defend against ever-growing smartphone attacks. Everyone, starting with end users all the way up to developers and security professionals should care about android security. Hacking Android is a step-by-step guide that will get you started with Android security. You’ll begin your journey at the absolute basics, and then will slowly gear up to the concepts of Android rooting, application security assessments, malware, infecting APK files, and fuzzing. On this journey you’ll get to grips with various tools and techniques that can be used in your everyday pentests. You’ll gain the skills necessary to perform Android application vulnerability assessment and penetration testing and will create an Android pentesting lab. Style and approach This comprehensive guide takes a step-by-step approach and is explained in a conversational and easy-to-follow style. Each topic is explained sequentially in the process of performing a successful penetration test. We also include detailed explanations as well as screenshots of the basic and advanced concepts.
Practical Responsive Typography
Practical Responsive Typography
Dario Calonaci
¥54.49
Get your attractive type design up and running in the browser with real-world, responsive, and tailored tutorials About This Book No coding experience necessary - get started with responsive typography today! Find out how to customize your own typography designs to truly own your website's identity From the basics to cutting-edge design, this book is the perfect guide Who This Book Is For This book is for web developers familiar with the basics of HTML5 and CSS3 who want to learn how to implement responsive typography. No coding experience is required, so dive in and get started! What You Will Learn Customize and personalize fonts on a responsive website Learn how to write CSS3 rules for viewports Define media queries and write them using CSS3 and HTML5 Implement SASS typography techniques to minimize the CSS output and manage the font variables Get to grips with dropcaps and learn how to use them effectively on the web In Detail Typography is an essential part of any website’s design. It can help you stand out from the crowd, communicate with clarity, and cultivate a distinctive identity. Practical Responsive Typography demonstrates how to use typography to greatest effect. With this book you won't underestimate it's importance - you'll be in complete control over this crucial component of web design. From scaling and optimizing screen spaces to using a range of different web fonts, you'll quickly get up to speed with the practical considerations behind successful typography. But more than the fundamentals, you'll also find out how to go further by customizing typography designs to suit your identity. Style and approach This is an easy-to-follow guide full of real-world examples and tutorials. Each typography style and rule is clearly explained and placed in context.
The Queen:Elizabeth II and the Monarchy (Text Only)
The Queen:Elizabeth II and the Monarchy (Text Only)
Ben Pimlott
¥80.25
An updated edition of Ben Pimlott’s classic biography of the Queen: ‘There is no better biography of Elizabeth II.’ PETER HENNESSY, Independent on Sunday The royal family have been through a tumultuous decade, but with the wedding of Prince William to Kate Middleton, Prince Philip’s 90th birthday and the forthcoming Diamond Jubilee celebrations, there is renewed interest and appreciation of our monarchy. The Queen is an in-depth look at the woman at the centre of it all and is the only biography to take Elizabeth II seriously as the subject of historical biography, or to examine the influences that formed her and the ideas she represents. Ben Pimlott (described by Andrew Marr in the Independent as ‘the best writer of political biography now writing’) treats the Head of State to the rigorous and objective scrutiny he applied to major political personalities, using a wide range of sources, including interviews, diaries and letters, and papers in the Royal Archives. The Queen looks at the social, political and psychological aspects of his subject in detail, as well as at the changing role of Monarchy in the British Constitution. In the process, the book displays all the author’s formidable analytic and narrative skills, and provides a gripping yet sensitive account of one of the most publicised – yet least known – figures of our time. It is vital reading for all those who care about public life in Britain – past, present and to come. Note that it has not been possible to include the same picture content that appeared in the original print version.
The English:A Field Guide
The English:A Field Guide
Matt Rudd
¥73.58
A hilarious field guide to the world’s most remarkable and unusual creatures: the English. Thanks to television documentaries by Bruce Parry and David Attenborough, we are better acquainted with the hunting rituals of the San bushmen and the mating habits of Papua New Guinean tribes than we are with the everyday lives of that most peculiar of species – the English. In ‘The English: A Field Guide’, Sunday Times journalist Matt Rudd, sets out to uncover what makes us, the English, tick. He will examine us in our natural habitats, starting with the living room and moving out to the kitchen, the garden, the commuter train, the office, the motorway, the high street, the sports stadium, the pub, club, bingo hall, balti house, beach and ending up in the bedroom. Hilarious, warm-hearted and surprisingly enlightening, ‘The English’ shines a strong searchlight on us all.
The Old Man and the Wasteland
The Old Man and the Wasteland
Nick Cole
¥54.74
The Old Man and the Wasteland is the first book in Nick Cole’s The Wasteland Saga. Part Hemingway, part Cormac McCarthy’s The Road, The Old Man and the Wasteland is a suspenseful odyssey into the dark heart of the Post-Apocalyptic American Southwest. Forty years after the destruction of civilization…Man is reduced to salvaging the ruins of a broken world. One man’s most prized possession is Hemingway’s classic ‘The Old Man and the Sea.’ With the words of the novel echoing across the wasteland, a survivor of the Nuclear Holocaust journeys into the unknown to break a curse. What follows is an incredible tale of survival and endurance. One man must survive the desert wilderness and mankind gone savage to discover the truth of Hemingway’s classic tale of man versus nature.
Machine Learning for the Web
Machine Learning for the Web
Andrea Isoni
¥90.46
Explore the web and make smarter predictions using Python About This Book Targets two big and prominent markets where sophisticated web apps are of need and importance. Practical examples of building machine learning web application, which are easy to follow and replicate. A comprehensive tutorial on Python libraries and frameworks to get you up and started. Who This Book Is For The book is aimed at upcoming and new data scientists who have little experience with machine learning or users who are interested in and are working on developing smart (predictive) web applications. Knowledge of Django would be beneficial. The reader is expected to have a background in Python programming and good knowledge of statistics. What You Will Learn Get familiar with the fundamental concepts and some of the jargons used in the machine learning community Use tools and techniques to mine data from websites Grasp the core concepts of Django framework Get to know the most useful clustering and classification techniques and implement them in Python Acquire all the necessary knowledge to build a web application with Django Successfully build and deploy a movie recommendation system application using the Django framework in Python In Detail Python is a general purpose and also a comparatively easy to learn programming language. Hence it is the language of choice for data scientists to prototype, visualize, and run data analyses on small and medium-sized data sets. This is a unique book that helps bridge the gap between machine learning and web development. It focuses on the difficulties of implementing predictive analytics in web applications. We focus on the Python language, frameworks, tools, and libraries, showing you how to build a machine learning system. You will explore the core machine learning concepts and then develop and deploy the data into a web application using the Django framework. You will also learn to carry out web, document, and server mining tasks, and build recommendation engines. Later, you will explore Python’s impressive Django framework and will find out how to build a modern simple web app with machine learning features. Style and approach Instead of being overwhelmed with multiple concepts at once, this book provides a step-by-step approach that will guide you through one topic at a time. An intuitive step-by step guide that will focus on one key topic at a time. Building upon the acquired knowledge in each chapter, we will connect the fundamental theory and practical tips by illustrative visualizations and hands-on code examples.