The manner in which computers are now able to mimic human thinking is rapidly exceeding human capabilities in everything from chess to picking the winner of a song contest. In the age of machine learning, computers do not strictly need to receive an ‘input command’ to perform a task, but rather ‘input data’. From the input of data they are able to form their own decisions and take actions virtually as a human would. But as a machine, can consider many more scenarios and execute calculations to solve complex problems. This is the element that excites companies and budding machine learning engineers the most. The ability to solve complex problems never before attempted. This is also perhaps one reason why you are looking at purchasing this book, to gain a beginner's introduction to machine learning. This book provides a plain English introduction to the following topics: - Artificial Intelligence - Big Data - Downloading Free Datasets - Regression - Support Vector Machine Algorithms - Deep Learning/Neural Networks - Data Reduction - Clustering - Association Analysis - Decision Trees - Recommenders - Machine Learning Careers This book has recently been updated following feedback from readers. Version II now includes: - New Chapter: Decision Trees - Cleanup of minor errors

    She never expected to meet the gorgeous, super sweet Navy SEAL that sweeps her off her feet.Special Warfare Operator Jason Buckley of SEAL team Alpha is the fifth wheel on a luxurious Caribbean vacation.  He's afraid of commitment. Afraid of loving someone and not coming home. Afraid of someone finding out his darkest secrets.But one glimpse of Beca has him rethinking everything. It's love at first sight, but now their feelings will be put to the test.One pleasure cruise.One random circumstance.One chance at saving the lives of innocent civilians - including his new-found love.When danger surrounds them, does Jason have what it takes to protect Beca?

    A Navy SEAL must rescue her. Tessa Pate is tough, fit, and quick witted. But it’s not easy to find the right man to date. She accepts an invitation from Hunter, a loyal member of the Stealth Security team. Before he arrives to escort her to dinner, she’s thrown into a car trunk and whisked away. Her captor has his hands full, and likely regrets choosing her. He has mistaken her for another woman, but there’s no turning back. ˃˃˃ Will her captor get the revenge he seeks? Former SEAL Hunter Davis is drawn to Tessa’s strength and beauty. When he finally asks her out to dinner, the evening turns into a nightmare. He fears for Tessa’s life. Her captor wields a gun, and is out for revenge. ˃˃˃ Can Hunter rescue her, before it’s too late? Tessa refuses to be intimidated, and fights back. She’s a challenge for her captor. But without Hunter, she may be doomed. It’s a first date gone terribly wrong. Yet will she have another chance?

    At its core, a blockchain injects trust into the network, cutting off some intermediaries from serving that function and creatively disrupting how they operate. Metaphorically, blockchains are the ultimate non-stop computers. Once launched, they never go down, and offer an incredible amount of resiliency, making them dependable and attractive for running a new generation of decentralized services and software applications.The Business Blockchain charts new territory in advancing our understanding of the blockchain by unpacking its elements like no other before. William Mougayar anticipates a future that consists of thousands, if not millions of blockchains that will enable not only frictionless value exchange, but also a new flow of value, redefining roles, relationships, power and governance. In this book, Mougayar makes two other strategic assertions. First, the blockchain has polymorphic characteristics; its application will result in a multiplicity of effects. Second, we shouldn't ask ourselves what problems the blockchain solves, because that gives us a narrow view on its potential. Rather, we should imagine new opportunities, and tackle even more ambitious problems that cross organizational, regulatory and mental boundaries.Drawing on 34 years of technology industry experience as an executive, analyst, consultant, entrepreneur, startup mentor, author, blogger, educator, thought leader and investor, William Mougayar describes a future that is influenced by fundamental shifts brought by blockchain technology as the catalyst for change. William Mougayar has been described as the most sophisticated blockchain business thinker. He is a blockchain industry insider whose work has already shaped and influenced the understanding of blockchain for people around the world, via his generous blogging and rigorous research insights. He is a direct participant in the crypto-technology market, working alongside startups, entrepreneurs, pioneers, leaders, innovators, creators, enterprise executives and practitioners; in addition to being an investor, advisor, and board member in some of the leading organizations in this space, such as the Ethereum Foundation, OpenBazaar and Coin Center.Just as the Internet created new possibilities that we didn't foresee in its early years, the blockchain will give rise to new business models and ideas that may still be invisible. Following an engaging Foreword by Vitalik Buterin, this book is organized along these 7 chapters:1. What is the Blockchain?2. How Blockchain Trust Infiltrates3. Obstacles, Challenges & Mental Blocks4. Blockchain in Financial Services5. Lighthouse Industries & New Intermediaries6. Implementing Blockchain Technology7. Decentralization as the Way ForwardThe Business Blockchain is an invitation for technologists to better understand the business potential of the blockchain, and for business minded people to grasp the many facets of blockchain technology. This book teaches you how to think about the blockchain.

    What threw me, though, was the urgency of the diplomats in Beijing. They live it, they get it. And they wanted me out.'Bill Birtles was rushed out of China in September 2020, forced to seek refuge in the Australian Embassy in Beijing while diplomats delicately negotiated his departure in an unprecedented standoff with China's government. Five days later he was on a flight back to Sydney, leaving China without any Australian foreign correspondents on the ground for the first time in decades.A journalist's perspective on this rising global power has never been more important, as Australia's relationship with China undergoes an extraordinary change that's seen the detention of a journalist Cheng Lei, Canberra's criticism of Beijing's efforts to crush Hong Kong's freedoms, as well as China's military activity in the South China Sea and its human rights violations targeting the mostly Muslim Uighur minority in Xinjiang province. Chronicling his five-year stint in China as he criss-crossed the country, Birtles reveals why the historic unravelling of China's relations with the West is perceived very differently inside the country.The Truth About China is a compelling and candid examination of China, one that takes a magnifying glass to recent events, and looks through a telescope at what is yet to come.

    Beginning with an introduction to array formulas, this manual examines topics such as how they differ from ordinary formulas, the benefits and drawbacks of their use, functions that can and cannot handle array calculations, and array constants and functions. Among the practical applications surveyed include how to extract data from tables and unique lists, how to get results that match any criteria, and how to utilize various methods for unique counts. This book contains 529 screen shots.

    It guides you through everything you need to know to get started, including how to configure IPv6 on hosts and routers and which applications currently support IPv6. The new IPv6 protocols offers extended address space, scalability, improved support for security, real-time traffic support, and auto-configuration so that even a novice user can connect a machine to the Internet. Aimed at system and network administrators, engineers, network designers, and IT managers, this book will help you understand, plan for, design, and integrate IPv6 into your current IPv4 infrastructure.Beginning with a short history of IPv6, author Silvia Hagen provides an overview of new functionality and discusses why we need IPv6. Hagen also shares exhaustive discussions of the new IPv6 header format and Extension Headers, IPv6 address and ICMPv6 message format, Security, QoS, Mobility and, last but not least, offers a Quick Start Guide for different operating systems. IPv6 Essentials, Second Edition also covers:In-depth technical guide to IPv6 Mechanisms and Case Studies that show how to integrate IPv6 into your network without interruption of IPv4 services Routing protocols and upper layer protocols Security in IPv6: concepts and requirements. Includes the IPSEC framework and security elements available for authentication and encryption Quality of Service: covers the elements available for QoS in IPv6 and how they can be implemented Detailed discussion of DHCPv6 and Mobile IPv6 Discussion of migration cost and business case Getting started on different operating systems: Sun Solaris, Linux, BSD, Windows XP, and Cisco routersWhether you're ready to start implementing IPv6 today or are planning your strategy for the future, IPv6 Essentials, Second Edition will provide the solid foundation you need to get started."Silvia's look at IPv6 is always refreshing as she translates complex technology features into business drivers and genuine end-user benefits to enable building new business concepts based on end to end models." Latif Ladid, President IPv6 Forum, Chair EU IPv6 Task Force

    Introduction to Modern Cryptography provides a rigorous yet accessible treatment of modern cryptography, with a focus on formal definitions, precise assumptions, and rigorous proofs.The authors introduce the core principles of modern cryptography, including the modern, computational approach to security that overcomes the limitations of perfect secrecy. An extensive treatment of private-key encryption and message authentication follows. The authors also illustrate design principles for block ciphers, such as the Data Encryption Standard (DES) and the Advanced Encryption Standard (AES), and present provably secure constructions of block ciphers from lower-level primitives. The second half of the book focuses on public-key cryptography, beginning with a self-contained introduction to the number theory needed to understand the RSA, Diffie-Hellman, El Gamal, and other cryptosystems. After exploring public-key encryption and digital signatures, the book concludes with a discussion of the random oracle model and its applications.Serving as a textbook, a reference, or for self-study, Introduction to Modern Cryptography presents the necessary tools to fully understand this fascinating subject.

    Intermediate to advanced system administrators will find more than 100 tried-and-tested scripts they can copy and use immediately.Updated for PowerShell 3.0, this comprehensive cookbook includes hands-on recipes for common tasks and administrative jobs that you can apply whether you’re on the client or server version of Windows. You also get quick references to technologies used in conjunction with PowerShell, including format specifiers and frequently referenced registry keys to selected .NET, COM, and WMI classes.Learn how to use PowerShell on Windows 8 and Windows Server 2012Tour PowerShell’s core features, including the command model, object-based pipeline, and ubiquitous scriptingMaster fundamentals such as the interactive shell, pipeline, and object conceptsPerform common tasks that involve working with files, Internet-connected scripts, user interaction, and moreSolve tasks in systems and enterprise management, such as working with Active Directory and the filesystem

    But as Daniel J. Solove argues in this important book, these arguments and many others are flawed. They are based on mistaken views about what it means to protect privacy and the costs and benefits of doing so. The debate between privacy and security has been framed incorrectly as a zero-sum game in which we are forced to choose between one value and the other. Why can't we have both? In this concise and accessible book, Solove exposes the fallacies of many pro-security arguments that have skewed law and policy to favor security at the expense of privacy. Protecting privacy isn't fatal to security measures; it merely involves adequate oversight and regulation. Solove traces the history of the privacy-security debate from the Revolution to the present day. He explains how the law protects privacy and examines concerns with new technologies. He then points out the failings of our current system and offers specific remedies. Nothing to Hide makes a powerful and compelling case for reaching a better balance between privacy and security and reveals why doing so is essential to protect our freedom and democracy.

    In a book filled with as much adventure as any Ludlum novel, the authors show what motivates these young hackers to access systems, how they learn to break in, and how little can be done to stop them.

    This comprehensive work covers both statistical and symbolic approaches to language processing; it shows how they can be applied to important tasks such as speech recognition, spelling and grammar correction, information extraction, search engines, machine translation, and the creation of spoken-language dialog agents. The following distinguishing features make the text both an introduction to the field and an advanced reference guide.- UNIFIED AND COMPREHENSIVE COVERAGE OF THE FIELDCovers the fundamental algorithms of each field, whether proposed for spoken or written language, whether logical or statistical in origin.- EMPHASIS ON WEB AND OTHER PRACTICAL APPLICATIONSGives readers an understanding of how language-related algorithms can be applied to important real-world problems.- EMPHASIS ON SCIENTIFIC EVALUATIONOffers a description of how systems are evaluated with each problem domain.- EMPERICIST/STATISTICAL/MACHINE LEARNING APPROACHES TO LANGUAGE PROCESSINGCovers all the new statistical approaches, while still completely covering the earlier more structured and rule-based methods.

    The truth could tear them apart.Desperate to prove herself, Kayleigh Kingston will do anything to keep her job at Beacon Art Gallery. When her boss gives her an ultimatum—retrieve an artifact and escort it back to New York safely, she’s determined to do whatever it takes to succeed.Thaddeus Tru hates lies, but his love of justice outweighs it. His newest assignment? Get cozy with a woman who’s smuggling relics and willing to murder if it means keeping her freedom. Sounds cut and dry—until he meets her.The lie becomes a tangled web when feelings begin to pull Tru and Kayleigh closer together. Once the truth is out, will the deception wither all hope for love, or will it be strong enough to build a future together?

    You'll learn how sophisticated hackers working on behalf of states or organized crime patiently play a high-stakes game that could target anyone, regardless of affiliation or nationality.Inside Cyber Warfare goes beyond the headlines of attention-grabbing DDoS attacks and takes a deep look inside multiple cyber-conflicts that occurred from 2002 through summer 2009.Learn how cyber attacks are waged in open conflicts, including recent hostilities between Russia and Georgia, and Israel and PalestineDiscover why Twitter, Facebook, LiveJournal, Vkontakte, and other sites on the social web are mined by the intelligence services of many nationsRead about China's commitment to penetrate the networks of its technologically superior adversaries as a matter of national survivalFind out why many attacks originate from servers in the United States, and who's responsibleLearn how hackers are "weaponizing" malware to attack vulnerabilities at the application level

    At the time we were hoping that our approach of writing a book which would be both accessible without mathematical sophistication and portray these exiting new fields in an authentic manner would find an audience. Now we know it did. We know from many reviews and personal letters that the book is used in a wide range of ways: researchers use it to acquaint themselves, teachers use it in college and university courses, students use it for background reading, and there is also a substantial audience of lay people who just want to know what chaos and fractals are about. Every book that is somewhat technical in nature is likely to have a number of misprints and errors in its first edition. Some of these were caught and brought to our attention by our readers. One of them, Hermann Flaschka, deserves to be thanked in particular for his suggestions and improvements. This second edition has several changes. We have taken out the two appendices from the firstedition. At the time of the first edition Yuval Fishers contribution, which we published as an appendix was probably the first complete expository account on fractal image compression. Meanwhile, Yuvals book Fractal Image Compression: Theory and Application appeared and is now the publication to refer to.