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The Art Of Machine Learning - Norman Matloff - Bog - No Starch Press,US - Plusbog.dk

The Art Of Machine Learning - Norman Matloff - Bog - No Starch Press,US - Plusbog.dk

Machine learning without advanced math! This book presents a serious, practical look at machine learning, preparing you for valuable insights on your own data. The Art of Machine Learning is packed with real dataset examples and sophisticated advice on how to make full use of powerful machine learning methods. Readers will need only an intuitive grasp of charts, graphs, and the slope of a line, as well as familiarity with the R programming language. You''ll become skilled in a range of machine learning methods, starting with the simple k-Nearest Neighbours method (k-NN), then on to random forests, gradient boosting, linear/logistic models, support vector machines, the LASSO, and neural networks. Final chapters introduce text and image classification, as well as time series. You''ll learn not only how to use machine learning methods, but also why these methods work, providing the strong foundational background you''ll need in practice. Additional features: How to avoid common problems, such as dealing with ''dirty'' data and factor variables with large numbers of levels; A look at typical misconceptions, such as dealing with unbalanced data; Exploration of the famous Bias-Variance Tradeoff, central to machine learning, and how it plays out in practice for each machine learning method; Dozens of illustrative examples involving real datasets of varying size and field of application; Standard R packages are used throughout, with a simple wrapper interface to provide convenient access. After finishing this book, you will be well equipped to start applying machine learning techniques to your own datasets.

DKK 455.00
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Machine Learning For Kids - Dale Lane - Bog - No Starch Press,US - Plusbog.dk

Machine Learning For Kids - Dale Lane - Bog - No Starch Press,US - Plusbog.dk

Machine Learning for Kids introduces young readers to the concept of Artificial Intelligence (AI) and the related applications of Machine Learning. Readers learn how to create intelligent games like a rock-paper-scissors game that can learn hand motions and use them to compete against another player; a post sorting game that will recognise the postal code on an envelope and use it to send a letter to the right place. Each project demonstrates a different way that AI is used in the real-world, and readers will be introduced to the biggest issues and challenges that the adoption of AI brings to society.

DKK 311.00
1

Inside the Machine - Jon Stokes - Bog - No Starch Press,US - Plusbog.dk

Inside the Machine - Jon Stokes - Bog - No Starch Press,US - Plusbog.dk

This is a softcover version of the original hardcover edition released December 28, 2006 (ISBN 9781593271046). Computers perform countless tasks ranging from the business critical to the recreational, but regardless of how differently they may look and behave, they''re all amazingly similar in basic function. Once you understand how the microprocessor-or central processing unit (CPU)-works, you''ll have a firm grasp of the fundamental concepts at the heart of all modern computing. Inside the Machine , from the co-founder of the highly respected Ars Technica website, explains how microprocessors operate-what they do and how they do it. Now in softcover, the book uses analogies, full-color diagrams, and clear language to convey the ideas that form the basis of modern computing. After discussing computers in the abstract, the book examines specific microprocessors from Intel, IBM, and Motorola, from the original models up through today''s leading processors. It contains the most comprehensive and up-to-date information available (online or in print) on Intel''s latest processors: the Pentium M, Core, and Core 2 Duo. Inside the Machine also explains technology terms and concepts that readers often hear but may not fully understand, such as ''pipelining,'' ''L1 cache,'' ''main memory,'' ''superscalar processing,'' and ''out-of-order execution.'' Includes discussion of: - Parts of the computer and microprocessor - Programming fundamentals (arithmetic instructions, memory accesses, control flow instructions, and data types) - Intermediate and advanced microprocessor concepts (branch prediction and speculative execution) - Intermediate and advanced microprocessor concepts (branch prediction and speculative execution) - Intermediate and advanced computing concepts (instruction set architectures, RISC and CISC, the memory hierarchy, and encoding and decoding machine language instructions) - 64-bit computing vs. 32-bit computing - Caching and performance Inside the Machine is perfect for students of science and engineering, IT and business professionals, and the growing community of hardware tinkerers who like to dig into the guts of their machines.

DKK 466.00
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Machine Learning Q and AI - Sebastian Raschka - Bog - No Starch Press,US - Plusbog.dk

Machine Learning Q and AI - Sebastian Raschka - Bog - No Starch Press,US - Plusbog.dk

If you''ve locked down the basics of machine learning and AI and want a fun way to address lingering knowledge gaps, this book is for you. This rapid-fire series of short chapters addresses 30 essential questions in the field, helping you stay current on the latest technologies you can implement in your own work. Each chapter of Machine Learning and AI Beyond the Basics asks and answers a central question, with diagrams to explain new concepts and ample references for further reading. This practical, cutting-edge information is missing from most introductory coursework, but critical for real-world applications, research, and acing technical interviews. You won''t need to solve proofs or run code, so this book is a perfect travel companion. You''ll learn a wide range of new concepts in deep neural network architectures, computer vision, natural language processing, production and deployment, and model evaluation, including how to: Reduce overfitting with altered data or model modifications; Handle common sources of randomness when training deep neural networks; Speed up model inference through optimization without changing the model architecture or sacrificing accuracy; Practically apply the lottery ticket hypothesis and the distributional hypothesis; Use and finetune pretrained large language models; Set up k-fold cross-validation at the appropriate time. You''ll also learn to distinguish between self-attention and regular attention; name the most common data augmentation techniques for text data; use various self-supervised learning techniques, multi-GPU training paradigms, and types of generative AI; and much more. Whether you''re a machine learning beginner or an experienced practitioner, add new techniques to your arsenal and keep abreast of exciting developments in a rapidly changing field.

DKK 455.00
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The Shape of Data - Colleen M. Farrelly - Bog - No Starch Press,US - Plusbog.dk

The Shape of Data - Colleen M. Farrelly - Bog - No Starch Press,US - Plusbog.dk

The Shape of Data shows how to use geometry- and topology-based algorithms for machine learning. Focused on practical applications rather than dense mathematical concepts, the book progresses through coding examples using social network data, text data, medical data, and education data. Readers will come away with an entirely new toolkit to use in their own machine-learning work, as well as with a solid understanding of some of the most exciting algorithms being used in the field today.

DKK 367.00
1

Practical Deep Learning - Ron Kneusel - Bog - No Starch Press,US - Plusbog.dk

Practical Deep Learning - Ron Kneusel - Bog - No Starch Press,US - Plusbog.dk

Deep Learning for Complete Beginners: A Python-Based Introduction is for complete beginners in machine learning. It introduces fundamental concepts such as classes and labels, building a dataset, and what a model is and does before presenting classic machine learning models, neural networks, and modern convolutional neural networks. Experiments in Python - working with leading open-source toolkits and standard datasets - give the reader hands-on experience with each model and help them build intuition about how to transfer the examples in the book to their own projects.

DKK 519.00
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The Secret Life Of Programs - Jon Steinhart - Bog - No Starch Press,US - Plusbog.dk

The Secret Life Of Programs - Jon Steinhart - Bog - No Starch Press,US - Plusbog.dk

Computer programming is not abstract and programs run on a machine. Knowing how computers work and how programs run on them is essential to becoming a better programmer. Foundations of Computer Programming fills in the gaps in computer education by giving readers a look under the hood of programming, at the machine. Readers learn how software behaves, how programs manipulate data in memory, how computers process languages, and how web browsers work. They''ll also learn how to write efficient programs, computer security basics, and real-world considerations to have in mind when writing code.

DKK 390.00
1

The Android Malware Handbook - Sai Deep Tetali - Bog - No Starch Press,US - Plusbog.dk

The Android Malware Handbook - Sai Deep Tetali - Bog - No Starch Press,US - Plusbog.dk

This comprehensive guide to Android malware introduces current threats facing the world''s most widely used operating system. After exploring the history of attacks seen in the wild since the time Android first launched, including several malware families previously absent from the literature, you''ll practice static and dynamic approaches to analysing real malware specimens. Next, you''ll examine the machine-learning techniques used to detect malicious apps, the types of classification models that defenders can use, and the various features of malware specimens that can become input to these models. You''ll then adapt these machine-learning strategies to the identification of malware categories like banking trojans, ransomware, and SMS fraud. You''ll learn: How historical Android malware can elevate your understanding of current threats; How to manually identify and analyse current Android malware using static and dynamic reverse-engineering tools; How machine-learning algorithms can analyse thousands of apps to detect malware at scale.

DKK 455.00
1

Practical Deep Learning, 2nd Edition - Ronald T. Kneusel - Bog - No Starch Press,US - Plusbog.dk

Practical Deep Learning, 2nd Edition - Ronald T. Kneusel - Bog - No Starch Press,US - Plusbog.dk

If you've been curious about artificial intelligence and machine learning but didn't know where to start, this is the book you've been waiting for. Focusing on the subfield of machine learning known as deep learning, it explains core concepts and gives you the foundation you need to start building your own models. Rather than simply outlining recipes for using existing toolkits, Practical Deep Learning, 2nd Edition teaches you the why of deep learning and will inspire you to explore further. All you need is basic familiarity with computer programming and high school math - the book will cover the rest. After an introduction to Python, you'll move through key topics like how to build a good training dataset, work with the scikit-learn and Keras libraries, and evaluate your models' performance. You'll also learn: How to use classic machine learning models like k-Nearest Neighbours, Random Forests, and Support Vector Machines, How neural networks work and how they're trained, How to use convolutional neural networks, How to develop a successful deep learning model from scratch. You'll conduct experiments along the way, building to a final case study that incorporates everything you've learned. This second edition is thoroughly revised and updated, and adds six new chapters to further your exploration of deep learning from basic CNNs to more advanced models. New chapters cover fine tuning, transfer learning, object detection, semantic segmentation, multilabel classification, self-supervised learning, generative adversarial networks, and large language models. The perfect introduction to this dynamic, ever-expanding field, Practical Deep Learning, 2nd Edition will give you the skills and confidence to dive into your own machine learning projects.

DKK 614.00
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Introduction to Computer Organization: ARM Edition - Robert G. Plantz - Bog - No Starch Press,US - Plusbog.dk

Introduction to Computer Organization: ARM Edition - Robert G. Plantz - Bog - No Starch Press,US - Plusbog.dk

All high-level languages are ultimately translated into machine instructions that control a computer''s hardware. Introduction to Computer Organization: ARM reveals exactly how that hardware works ''under the hood.'' Written for anyone familiar with basic programming concepts, the reader is taken through the machine''s architecture from the bottom up and the software on down - with a special focus on the ARM instruction set commonly found in smartphones, laptops, and tablets. Beginning with an exploration of modern computing''s mathematical foundations - including the binary system and Boolean algebra - the book introduces hardware components such as circuits, CPU, and memory. Later chapters discuss how software controls hardware, providing an in-depth look at the basic programming constructs in low-level languages like C and C++. Finally, readers are shown how the computer''s compiler translates code into assembly language that can directly access the instruction set architecture.

DKK 494.00
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Dive Into Algorithms - Bradford Tuckfield - Bog - No Starch Press,US - Plusbog.dk

Dive Into Algorithms - Bradford Tuckfield - Bog - No Starch Press,US - Plusbog.dk

Algorithms for the Adventurous is a thorough introduction to algorithms. Readers learn about many standard computer science algorithms including ones for searching, sorting, and optimisation as well as newer ones used in machine learning and artificial intelligence. Readers also learn how to understand ''''real life'''' algorithms, and need little more than high school math to understand an algorithm and the Python code needed to implement the algorithm.

DKK 351.00
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Malware Data Science - Hillary Sanders - Bog - No Starch Press,US - Plusbog.dk

Malware Data Science - Hillary Sanders - Bog - No Starch Press,US - Plusbog.dk

Security has become a ''big data'' problem. The growth rate of malware has accelerated to tens of millions of new files per year while our networks generate an ever-larger flood of security-relevant data each day. In order to defend against these advanced attacks, you''ll need to know how to think like a data scientist. In Malware Data Science, security data scientist Joshua Saxe introduces machine learning, statistics, social network analysis, and data visualisation, and shows you how to apply these methods to malware detection and analysis.

DKK 527.00
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Rootkits and Bootkits - Sergey Bratus - Bog - No Starch Press,US - Plusbog.dk

Rootkits and Bootkits - Sergey Bratus - Bog - No Starch Press,US - Plusbog.dk

Security experts Alex Matrosov, Eugene Rodionov, and Sergey Bratus share the knowledge they''ve gained over years of professional research to help you counter threats. We''re talking hard stuff - attacks buried deep in a machine''s boot process or UEFI firmware that keep malware analysts up late at night. With these field notes, you''ll trace malware evolution from rootkits like TDL3 to present day UEFI implants and examine how these malware infect the system, persist through reboot, and evade security software. The game is not lost.

DKK 435.00
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Deep Learning Crash Course - Jesus Pineda - Bog - No Starch Press,US - Plusbog.dk

Deep Learning Crash Course - Jesus Pineda - Bog - No Starch Press,US - Plusbog.dk

Deep Learning Crash Course goes beyond the basics of machine learning to delve into modern techniques and applications of great interest right now, and whose popularity will only grow in the future. The book covers topics such as generative models (the technology behind deep fakes), self-supervised learning, attention mechanisms (the tech behind ChatGPT), graph neural networks (the tech behind AlphaFold), and deep reinforcement learning (the tech behind AlphaGo). This book bridges the gap between theory and practice, helping readers gain the confidence to apply deep learning in their work.

DKK 525.00
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The Linux Command Line, 2nd Edition - William E. Jr. Shotts - Bog - No Starch Press,US - Plusbog.dk

The Linux Command Line, 2nd Edition - William E. Jr. Shotts - Bog - No Starch Press,US - Plusbog.dk

The Linux Command Line takes you from your very first terminal keystrokes to writing full programs in Bash, the most popular Linux shell (or command line). Along the way you''ll learn the timeless skills handed down by generations of experienced, mouse-shunning gurus: file navigation, environment configuration, command chaining, pattern matching with regular expressions, and more. In addition to that practical knowledge, author William Shotts reveals the philosophy behind these tools and the rich heritage that your desktop Linux machine has inherited from Unix supercomputers of yore.

DKK 312.00
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Clojure for the Brave and True - Daniel Higginbotham - Bog - No Starch Press,US - Plusbog.dk

Clojure for the Brave and True - Daniel Higginbotham - Bog - No Starch Press,US - Plusbog.dk

For weeks, months nay! from the very moment you were born, you ve felt it calling to you. At long last you ll be united with the programming language you ve been longing for: Clojure! As a Lisp-style functional programming language, Clojure lets you write robust and elegant code, and because it runs on the Java Virtual Machine, you can take advantage of the vast Java ecosystem. Clojure for the Brave and True offers a ''dessert-first'' approach: you ll start playing with real programs immediately, as you steadily acclimate to the abstract but powerful features of Lisp and functional programming. Inside you ll find an offbeat, practical guide to Clojure, filled with quirky sample programs that catch cheese thieves and track glittery vampires. Learn how to: Wield Clojure s core functions Use Emacs for Clojure development Write macros to modify Clojure itself Use Clojure s tools to simplify concurrency and parallel programming Clojure for the Brave and True assumes no prior experience with Clojure, the Java Virtual Machine, or functional programming. Are you ready, brave reader, to meet your true destiny? Grab your best pair of parentheses you re about to embark on an epic journey into the world of Clojure!

DKK 390.00
1

Linux Basics for Hackers, 2nd Edition - Occupytheweb - Bog - No Starch Press,US - Plusbog.dk

Linux Basics for Hackers, 2nd Edition - Occupytheweb - Bog - No Starch Press,US - Plusbog.dk

If you''re getting started along the exciting path of hacking, cybersecurity, and pentesting, this book is an excellent first step. Using Kali Linux - an advanced penetration testing distribution of Linux - you''ll quickly pick up the basics of using the Linux operating system, and acquire the tools and techniques you''ll need to take control of a Linux environment. Later chapters focus on foundational hacking concepts like security, anonymity and scripting, along with practical tutorials and exercises that test your skills. This fully revised second edition covers the latest version of Kali, includes new options for setting up a Linux virtual machine, and discusses some differences between the bash and Z shells used on the newest versions of the distribution. It also addresses contemporary examples of real-world hacking, such as the cyberwar between Russia and Ukraine. You''ll learn how to: Install Kali on a virtual machine and build your own hacking tools; Perform common tasks like manipulating text and controlling file and directory permissions; Cover your tracks by leveraging the rsyslog logging utility; Hide your internet activity using Tor, proxy servers, VPNs, and encrypted email; Write bash and Python scripts to scan open ports for potential targets. If you''re ready to dive into hacking, cybersecurity, or pentesting, Linux Basics for Hackers, 2nd Edition is exactly what you need to get going.

DKK 331.00
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Penetration Testing - Georgia Weidman - Bog - No Starch Press,US - Plusbog.dk

Penetration Testing - Georgia Weidman - Bog - No Starch Press,US - Plusbog.dk

Penetration testers simulate cyber attacks to find security weaknesses in networks, operating systems, and applications. Information security experts worldwide use penetration techniques to evaluate enterprise defenses. In Penetration Testing, security expert, researcher, and trainer Georgia Weidman introduces you to the core skills and techniques that every pentester needs. Using a virtual machine based lab that includes Kali Linux and vulnerable operating systems, you ll run through a series of practical lessons with tools like Wireshark, Nmap, and Burp Suite. As you follow along with the labs and launch attacks, you ll experience the key stages of an actual assessment including information gathering, finding exploitable vulnerabilities, gaining access to systems, post exploitation, and more. Learn how to: Crack passwords and wireless network keys with brute-forcing and wordlists Test web applications for vulnerabilities Use the Metasploit Framework to launch exploits and write your own Metasploit modules Automate social-engineering attacks Bypass antivirus software Turn access to one machine into total control of the enterprise in the post exploitation phase You ll even explore writing your own exploits. Then it s on to mobile hacking Weidman s particular area of research with her tool, the Smartphone Pentest Framework. With its collection of hands-on lessons that cover key tools and strategies, Penetration Testing is the introduction that every aspiring hacker needs.

DKK 395.00
1

Dive Into Data Science - Bradford Tuckfield - Bog - No Starch Press,US - Plusbog.dk

Dive Into Data Science - Bradford Tuckfield - Bog - No Starch Press,US - Plusbog.dk

This beginner''s book will teach you how to apply the principles of data science to improve your business strategies - no math proficiency required! Easy-to-follow chapters take the reader through concepts like A/B testing, supervised and unsupervised machine learning, web scraping, and more. Each concept is illustrated using real-world business applications, real-world data, and useful Python code examples. The tone is conversational, and the author avoids the dense mathematical theories associated with data science in favour of simple explanations and practical applications. By the end of the book, readers should be comfortable working with data, applying data to business problems, and using best practices to analyse data using Python.

DKK 368.00
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Python Playground, 2nd Edition - Mahesh Venkitachalam - Bog - No Starch Press,US - Plusbog.dk

Python Playground, 2nd Edition - Mahesh Venkitachalam - Bog - No Starch Press,US - Plusbog.dk

Python is a powerful programming language that''s easy to learn and fun to play with. But once you''ve gotten a handle on the basics, what''s next? Python Playground, 2nd Edition is a collection of imaginative programming projects that will inspire readers to use Python for making art and music, simulating real-world phenomena, and interacting with hardware. This second edition is fully updated to be even more user friendly and features five brand-new projects, like transforming a Raspberry Pi Pico into a playable instrument, creating an IoT system to monitor your garden, and using machine learning to develop a speech-recognition system. Programming shouldn''t be a chore, so have some geeky fun with Python Playground, 2nd Edition!

DKK 410.00
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Practical Julia - Lee Phillips - Bog - No Starch Press,US - Plusbog.dk

Practical Julia - Lee Phillips - Bog - No Starch Press,US - Plusbog.dk

Applied Julia provides a comprehensive, hands-on language introduction that''s packed with examples leveraging real scientific libraries used by researchers in various fields. Solve problems of genuine interest, such as modeling the course of a pandemic, and learn to use Julia as a tool for research. The Julia programming language can be used to write all types of applications, but its features are especially powerful for numerical analysis and computational science. Applied Julia shows readers how to take advantage of Julia''s particular strengths, as well as how to write effective and efficient programs. The book takes Julia novices from their very first steps to writing real-world applications for use in fields such as biology, physics, math, statistics, and machine learning. Not only will readers develop the Julia knowledge needed for solving computational problems, but they''ll also learn how to explore and visualise data, solve equations, write simulations, and create libraries. Additional online resources include ready-to-run code samples, illustrations, and supplemental animations.

DKK 544.00
1

How AI Works - Ronald T. Kneusel - Bog - No Starch Press,US - Plusbog.dk

How AI Works - Ronald T. Kneusel - Bog - No Starch Press,US - Plusbog.dk

Artificial intelligence is everywhere - from self-driving cars, to image generation from text, to the unexpected power of language systems like ChatGPT - yet few people seem to know how it all really works. How AI Works unravels the mysteries of artificial intelligence, without the complex math and unnecessary jargon. You''ll learn: the relationship between artificial intelligence, machine learning, and deep learning; the history behind AI and why the artificial intelligence revolution is happening now; how decades of work in symbolic AI failed and opened the door for the emergence of neural networks; what neural networks are, how they are trained, and why all the wonder of modern AI boils down to a simple, repeated unit that knows how to multiply input numbers to produce an output number, and the implications of large language models, like ChatGPT and Bard, on our society - nothing will be the same again. AI isn''t magic. If you''ve ever wondered how it works, what it can do, or why there''s so much hype, How AI Works will teach you everything you want to know.

DKK 281.00
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The Art of Randomness - Ronald T. Kneusel - Bog - No Starch Press,US - Plusbog.dk

The Art of Randomness - Ronald T. Kneusel - Bog - No Starch Press,US - Plusbog.dk

When properly applied, randomness can be a powerful tool in programming, science, and art. This highly practical but geekily fun introduction to randomness shows you how to put chaos to work, illustrating its ability to power everything from the simulation of Darwinian evolution, to product placement in a grocery store, to hiding information in plain sight, and even how to generate art and music. By encouraging you to engage in ''what if'' speculation, you''ll build intuition about when and how to use randomness to get things done. Each chapter describes how randomness plays into the given topic area, then proceeds to demonstrate its problem-solving role with hands-on experiments to work through using Python code. By the end of the book, you''ll see why randomness belongs in every programmer''s toolbox. Explore the mathematical background of randomness, use randomness for encrypting messages, creating models, and implementing swarm-intelligence or machine-learning algorithms, discover how randomness is used in programming applications, and apply it to your own work.

DKK 455.00
1

Black Hat Python - Justin Seitz - Bog - No Starch Press,US - Plusbog.dk

Black Hat Python - Justin Seitz - Bog - No Starch Press,US - Plusbog.dk

When it comes to creating powerful and effective hacking tools, Python is the language of choice for most security analysts. But just how does the magic happen? In Black Hat Python, the latest from Justin Seitz (author of the best-selling Gray Hat Python), you ll explore the darker side of Python s capabilities writing network sniffers, manipulating packets, infecting virtual machines, creating stealthy trojans, and more. You ll learn how to: Create a trojan command-and-control using GitHub Detect sandboxing and automate comèmon malware tasks, like keylogging and screenshotting Escalate Windows privileges with creative process control Use offensive memory forensics tricks to retrieve password hashes and inject shellcode into a virtual machine Extend the popular Burp Suite web-hacking tool Abuse Windows COM automation to perform a man-in-the-browser attack Exfiltrate data from a network most sneakily Insider techniques and creative challenges throughout show you how to extend the hacks and how to write your own exploits. When it comes to offensive security, your ability to create powerful tools on the fly is indispensable. Learn how in Black Hat Python. Uses Python 2

DKK 260.00
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The Art of ARM Assembly Volume 1 - Randall Hyde - Bog - No Starch Press,US - Plusbog.dk

The Art of ARM Assembly Volume 1 - Randall Hyde - Bog - No Starch Press,US - Plusbog.dk

This book is the latest in Randall Hyde''s iconic series on assembly language programming. A comprehensive masterclass on 64-bit ARM, it guides you through the instruction set for the increasingly popular 64-bit ARM CPU, teaching you to translate high-level language operations into assembly language, write powerful programs unique to ARM, and handle the development of large software projects easily. This book''s ''quick-start'' chapter lets you hit the ground running, showing you how to begin writing simple programs right away. After learning basic 64-bit ARM architecture and syntax for the GNU assembler, Hyde goes in-depth on the fundamentals of machine organization, computer data representation and operations, and memory access. After building a strong foundational knowledge for mastering GAS, control structures, and arithmetic functions, in later chapters you''ll be ready to dive into advanced ARM programming - and that''s when the real fun begins. Full of illuminating illustrations, portable source code, and hands-on exercises that test your skills, The Art of ARM Assembly is an essential reference guide from the world''s foremost expert on the subject.

DKK 791.00
1