Home again, Wolf is immediately pegged as the chief suspect and, with everything at stake, hires the best criminal defense attorney in the Southwest. With his life and career in shambles, Wolf sets out to find the truth . . . but will time run out before he can puzzle his way through an elaborate web of intrigue and identify a killer who doesn't play by Santa Fe rules? Heat: Jesse Warden is at the end of his rope. Imprisoned for the wrong crime, he spends half his time in solitary confinement and the other half fighting for his life because he once was a cop. Then a covert federal agency offers him a chance to get out, for a price. To gain his freedom, he must infiltrate a dangerous and reclusive religious cult in the mountains of the Idaho panhandle, a mission which turns out to be a great deal more perilous than his stay in prison.

     Neural networks are a key element of deep learning and artificial intelligence, which today is capable of some truly impressive feats. Yet too few really understand how neural networks actually work. This guide will take you on a fun and unhurried journey, starting from very simple ideas, and gradually building up an understanding of how neural networks work. You won't need any mathematics beyond secondary school, and an accessible introduction to calculus is also included. The ambition of this guide is to make neural networks as accessible as possible to as many readers as possible - there are enough texts for advanced readers already! You'll learn to code in Python and make your own neural network, teaching it to recognise human handwritten numbers, and performing as well as professionally developed networks. Part 1 is about ideas. We introduce the mathematical ideas underlying the neural networks, gently with lots of illustrations and examples. Part 2 is practical. We introduce the popular and easy to learn Python programming language, and gradually builds up a neural network which can learn to recognise human handwritten numbers, easily getting it to perform as well as networks made by professionals. Part 3 extends these ideas further. We push the performance of our neural network to an industry leading 98% using only simple ideas and code, test the network on your own handwriting, take a privileged peek inside the mysterious mind of a neural network, and even get it all working on a Raspberry Pi. All the code in this has been tested to work on a Raspberry Pi Zero.

    A step-by-step visual journey through the mathematics of neural networks, and making your own using Python and Tensorflow.

    Written to aid electrical engineers, computer engineers, and computer scientists, the volume includes: KEY FEATURES: the computer architecture, organization, and design associated with computer hardware - the various digital components used in the organization and design of digital computers - detailed steps that a designer must go through in order to design an elementary basic computer - the organization and architecture of the central processing unit - the organization and architecture of input-output and memory - the concept of multiprocessing - two new chapters on pipeline and vector processing - two sections devoted completely to the reduced instruction set computer (RISC) - and sample worked-out problems to clarify topics.

    In this revision, the author takes a structured approach to explaining how networks function.

    Its world-class authors provide guidance on all aspects of Bayesian data analysis and include examples of real statistical analyses, based on their own research, that demonstrate how to solve complicated problems. Changes in the new edition include:Stronger focus on MCMC Revision of the computational advice in Part III New chapters on nonlinear models and decision analysis Several additional applied examples from the authors' recent research Additional chapters on current models for Bayesian data analysis such as nonlinear models, generalized linear mixed models, and more Reorganization of chapters 6 and 7 on model checking and data collectionBayesian computation is currently at a stage where there are many reasonable ways to compute any given posterior distribution. However, the best approach is not always clear ahead of time. Reflecting this, the new edition offers a more pluralistic presentation, giving advice on performing computations from many perspectives while making clear the importance of being aware that there are different ways to implement any given iterative simulation computation. The new approach, additional examples, and updated information make Bayesian Data Analysis an excellent introductory text and a reference that working scientists will use throughout their professional life.

    KEY TOPICS: Written in a reader-friendly style, the book encourages broad problem-solving skills while thoroughly covering the material required for introductory algorithms. The author emphasizes conceptual understanding before the introduction of the formal treatment of each technique. Popular puzzles are used to motivate readers' interest and strengthen their skills in algorithmic problem solving. Other enhancement features include chapter summaries, hints to the exercises, and a solution manual. MARKET: For those interested in learning more about algorithms.

    Kevin Mitnick's last book sold 40,000 units in North America.As the clich� goes, information is power. In this age of technology, an increasing majority of the world's information is stored electronically. It makes sense then that we rely on high-tech electronic protection systems to guard that information. As professional hackers, Johnny Long and Kevin Mitnick get paid to uncover weaknesses in those systems and exploit them. Whether breaking into buildings or slipping past industrial-grade firewalls, their goal has always been the same: extract the information using any means necessary. After hundreds of jobs, they have discovered the secrets to bypassing every conceivable high-tech security system. This book reveals those secrets; as the title suggests, it has nothing to do with high technology.

    Over 200 Notated Audio Examples! + Professional Backing Tracks Guitarists are often very guilty of 'collecting' musical theory without taking the time to learn to apply the information on their instrument. 'Modern Music Theory for Guitarists' combines cutting edge, up to date musical information with over 200 exercises and examples to help you internalise and master the most important concepts in modern guitar playing. There are also bespoke, professional backing tracks from Guitar Techniques Magazine's Quist Know What's Important There are so many sources of information out there these days it's hard to know where to begin and what's important when it comes to applying music theory to the guitar. This book has been designed to take you on a journey from essential first principles through to complex, exciting musical ideas while all the time teaching you the musical application of each concept.  Essential Knowledge and Musical Skills The Complete Guide to Modern Music Theory begins with the formation of the Major scale and builds steadily from the concepts taught in the first few chapters to help you master, hear and apply all the essential theory used today. Topics Covered Theory topics covered include Major and Minor Scale Construction, Harmonisation and How to Name Chords Constructing Chord Progressions, Modulation and Chord Qualities Complete Study of Modes with real world examples. Modes deconstructed into Intervallic and Three and Four Note Soloing Approaches plus Pentatonic Substitutions A 'Cheat Sheet' of the most common soloing approaches to save you hours in the practice room Guitar Licks for each mode + Professional Backing Tracks Check Out 60+ Positive Reviews Below! "Joseph Alexander writes in a very clear and concise style that is easy to follow." - Just one of the many Amazon reviews Scroll Up to Buy it Now Buy now to begin your journey into musical understanding and practical, musical application.

    Building on the successful top-down approach of previous editions, this fourth edition continues with an early emphasis on application-layer paradigms and application programming interfaces, encouraging a hands-on experience with protocols and networking concepts.

    By staying current, remaining relevant, and adapting to emerging course needs, this market-leading text has continued to define the operating systems course. This Seventh Edition not only presents the latest and most relevant systems, it also digs deeper to uncover those fundamental concepts that have remained constant throughout the evolution of today's operation systems. With this strong conceptual foundation in place, students can more easily understand the details related to specific systems. New Adaptations * Increased coverage of user perspective in Chapter 1. * Increased coverage of OS design throughout. * A new chapter on real-time and embedded systems (Chapter 19). * A new chapter on multimedia (Chapter 20). * Additional coverage of security and protection. * Additional coverage of distributed programming. * New exercises at the end of each chapter. * New programming exercises and projects at the end of each chapter. * New student-focused pedagogy and a new two-color design to enhance the learning process.

    

    Jeff is the only man to succeed at ALL THREE elite US Military Special Operations qualifications schools. His book aptly titled "You Want Me to Do What?" is a terrific account of what truly happens at Army Special Forces, Navy SEAL and Army Ranger TrainingHave you ever wondered what it would REALLY be like to go through Navy SEAL training? You may have heard the stories about the toughest military training in the world. What about Army Ranger training; the Army's elite shock troops? Prospective Rangers subsist on one MRE a day while humping 20 miles to recon their objective. How about Special Forces Green Beret training? Officially called the Q course, Army SF training has its own unique physical, mental and psychological tricks and traumas.Many people seem to think of Green Berets Army Rangers or Navy SEALs as supermen - in the Rambo sense of the word. This book exposes the human side of the men who become those Green Berets or Rangers or SEALs. Television and the movies tend to glorify these characters and would never show Rambo lost on a navigation operation saying a prayer before coming in for a rock portage or falling asleep on an ambush. This humorous side of these supermen-in-training is one of the foremost themes of this book.

    When malware breaches your defenses, you need to act quickly to cure current infections and prevent future ones from occurring.For those who want to stay ahead of the latest malware, Practical Malware Analysis will teach you the tools and techniques used by professional analysts. With this book as your guide, you'll be able to safely analyze, debug, and disassemble any malicious software that comes your way.You'll learn how to:Set up a safe virtual environment to analyze malware Quickly extract network signatures and host-based indicators Use key analysis tools like IDA Pro, OllyDbg, and WinDbg Overcome malware tricks like obfuscation, anti-disassembly, anti-debugging, and anti-virtual machine techniques Use your newfound knowledge of Windows internals for malware analysis Develop a methodology for unpacking malware and get practical experience with five of the most popular packers Analyze special cases of malware with shellcode, C++, and 64-bit code Hands-on labs throughout the book challenge you to practice and synthesize your skills as you dissect real malware samples, and pages of detailed dissections offer an over-the-shoulder look at how the pros do it. You'll learn how to crack open malware to see how it really works, determine what damage it has done, thoroughly clean your network, and ensure that the malware never comes back.Malware analysis is a cat-and-mouse game with rules that are constantly changing, so make sure you have the fundamentals. Whether you're tasked with securing one network or a thousand networks, or you're making a living as a malware analyst, you'll find what you need to succeed in Practical Malware Analysis.

    The holder of many records, ‘Baz’ is known for speaking his mind. He talks about growing up loving sport more than anything, getting better and better at cricket (although he was a good enough rugby player to keep Dan Carter out of the South Island Schoolboy rugby team) and his uncertain transition to international cricketer. In this explosive autobiography he opens up on the many controversies he has been involved in, including the Chris Cairns affair and the leadership change from Ross Taylor. He exposes behind-the scenes machinations as well as the private moments of exultation, tumult and despair. One of New Zealand’s and the worlds most admired cricketers, he is credited with changing the face of the game internationally.