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R is the world's most popular language for developing statistical software: Archaeologists use it to track the spread of ancient civilizations, drug companies use it to discover which medications are safe and effective, and actuaries use it to assess financial risks and keep economies running smoothly.The Art of R Programming takes you on a guided tour of software development with R, from basic types and data structures to advanced topics like closures, recursion, and anonymous functions. No statistical knowledge is required, and your programming skills can range from hobbyist to pro.Along the way, you'll learn about functional and object-oriented programming, running mathematical simulations, and rearranging complex data into simpler, more useful formats. You'll also learn to:-Create artful graphs to visualize complex data sets and functions-Write more efficient code using parallel R and vectorization-Interface R with C/C++ and Python for increased speed or functionality-Find new R packages for text analysis, image manipulation, and more-Squash annoying bugs with advanced debugging techniquesWhether you're designing aircraft, forecasting the weather, or you just need to tame your data, The Art of R Programming is your guide to harnessing the power of statistical computing.

A no-nonsense guide to all the essentials you'll need to become a TypeScript wizard and build a TypeScript application from scratch. If you're an experienced JavaScript developer or want to level up your current TypeScript skills, with Total TypeScript, you'll learn everything you need to build a TypeScript product from scratch. Based on a series of sold-out workshops, the material in Total TypeScript has been tested by hundreds of developers to ensure their effectiveness and value. You'll explore useful patterns you can immediately apply in your projects and helpful workarounds for TypeScript's most common pitfalls. Dozens of exercises throughout range from writing solutions from scratch to advanced typing to debugging, so you'll be prepared for the gotchas that appear in real-world applications. You'll also learn how to:Set up a TypeScript development environment and how to leverage its superpower IDE. Add types to functions, arrays, and objects, and make reusable types with type aliasesExpress object types, including index signatures, Records, and interfacesTake advantage of classic object-oriented patterns in your codeConfigure TypeScript for any situation and powerful features to design your own typesWith this straightforward and approachable guide, you'll go from learning the foundations to a TypeScript wizard equipped to handle any TypeScript project that comes your way with confidence.

This first-of-its-kind guide to detecting stealthy Mac malware gives you the tools and techniques to counter even the most sophisticated threats targeting the Apple ecosystem. Macs have become a popular target of cyber-criminals, and there are few effective defenses against these pernicious threats - until now. The second volume of Mac Malware Detection is the first book to cover state-of-the-art programming techniques and security tools for detecting and countering malicious code running on a macOS system. Author Patrick Wardle, a former NSA hacker and a leading authority on macOS threat analysis, shares real-world examples from his own research to reveal the many strategies used by actual malware specimens to evade detection. As you dive deep into the Mac operating system's internals, you'll learn about:Apple's public and private frameworks and APIsHow to build heuristic-based security tools for the macOSUsing the macOS Endpoint Security framework to develop real-time monitoring software Objective-See's suite of anti-malware tools, including KnockKnock, BlockBlock, and OverSightBut this book is not just aimed at practitioners - for anyone interested in understanding the current threats facing the Apple ecosystem, it's a must-read.

Start building beautiful web applications in JavaScript with the bestselling introduction to the language, updated with new features, fresh exercises, and fun projects.Simple for beginners to pick up, JavaScript is a flexible, lightweight language for building full-scale applications for the modern web. This much-anticipated fourth edition of Eloquent JavaScript shows you how to write beautiful, effective JavaScript code. It has been updated to reflect the current state of both JavaScript and web browsers, discussing new features like optional chaining, nullish coalescing, class properties, private fields, and newly standardized methods. Chapters on asynchronous programming, objects, and modules have been overhauled to reflect modern JavaScript style and improve readability.This bestselling book teaches through extensive examples and immerses you in code from the start, while exercises and full-chapter projects give you hands-on experience with writing your own programs. As you build projects, like a website and a pixel art editor, you’ll:Understand the essential elements of JS programming, including syntax, control, and dataOrganize and clarify your code with object-oriented and functional programming techniquesUse the DOM effectively to interact with browsersScript the browser and make basic web applicationsHarness Node.js to build servers and utilitiesIsn’t it time you became fluent in the language of the web?

Enter the wonderful world of graph algorithms, where you’ll learn when and how to apply these highly useful data structures to solve a wide range of fascinating (and fantastical) computational problems.Graph Algorithms the Fun Way offers a refreshing approach to complex concepts by blending humor, imaginative examples, and practical Python implementations to reveal the power and versatility of graph based problem-solving in the real world. Through clear diagrams, engaging examples, and Python code, you’ll build a solid foundation for addressing graph problems in your own projects.Explore a rich landscape of cleverly constructed scenarios where:Hedge mazes illuminate depth-first searchUrban explorations demonstrate breadth-first searchIntricate labyrinths reveal bridges and articulation pointsStrategic planning illustrates bipartite matchingFrom fundamental graph structures to advanced topics, you will:Implement powerful algorithms, including Dijkstra’s, A*, and Floyd-WarshallTackle puzzles and optimize pathfinding with newfound confidenceUncover real-world applications in social networks  and transportation systemsDevelop robust intuition for when and why to apply specific graph techniquesDelve into topological sorting, minimum spanning trees, strongly connected components, and random walks. Confront challenges like graph coloring and the traveling salesperson problem.Prepare to view the world through the lens of graphs—where connections reveal insights and algorithms unlock new possibilities.

Effective C, 2nd edition, is an introduction to essential C language programming that will soon have you writing programs, solving problems, and building working systems.The latest release of the C programming language, C23, enhances the safety, security, and usability of the language. This second edition of Effective C has been thoroughly updated to cover C23, offering a modern introduction to C that will teach you best practices for writing professional, effective, and secure programs that solve real-world problems.Effective C is a true product of the C community. Robert C. Seacord, a long-standing member of the C standards committee with over 40 years of programming experience, developed the book in collaboration with other C experts, such as Clang’s lead maintainer Aaron Ballman and C project editor JeanHeyd Meneide. Thanks to the efforts of this expert group, you’ll learn how to: Develop professional C code that is fast, robust, and secureUse objects, functions, and types effectivelSafely and correctly use integers and floating-point typesManage dynamic memory allocation Use strings and character types efficientlyPerform I/O operations using C standard streams and POSIX file descriptors Make effective use of C’s preprocessorDebug, test, and analyze C programs The world runs on code written in C. Effective C will show you how to get the most out of the language and build robust programs that stand the test of time.New to this edition: This edition has been extensively rewritten to align with modern C23 programming practices and leverage the latest C23 features.Updated to cover C23

Master the art of offensive bash scripting. This highly practical hands-on guide covers chaining commands together, automating tasks, crafting living-off-the-land attacks, and more!In the hands of the penetration tester, bash scripting becomes a powerful offensive security tool. In Black Hat Bash, you’ll learn how to use bash to automate tasks, develop custom tools, uncover vulnerabilities, and execute advanced, living-off-the-land attacks against Linux servers. You’ll build a toolbox of bash scripts that will save you hours of manual work. And your only prerequisite is basic familiarity with the Linux operating system.You’ll learn the basics of bash syntax, then set up a Kali Linux lab to apply your skills across each stage of a penetration test—from initial access to data exfiltration. Along the way, you’ll learn how to perform OS command injection, access remote machines, gather information stealthily, and navigate restricted networks to find the crown jewels. Hands-on exercises throughout will have you applying your newfound skills.Key topics covered include:Bash scripting essentials: From control structures, functions, loops, and text manipulation with grep, awk, and sed.How to set up your lab: Create a hacking environment with Kali and Docker and install additional tools.Reconnaissance and vulnerability scanning:  Learn how to perform host discovery, fuzzing, and port scanning using tools like Wfuzz, Nmap, and Nuclei.Exploitation and privilege escalation: Establish web and reverse shells, and maintain continuous access.Defense evasion and lateral movement: Audit hosts for landmines, avoid detection, and move through networks to uncover additional targets.Whether you’re a pentester, a bug bounty hunter, or a student entering the cybersecurity field, Black Hat Bash will teach you how to automate, customize, and optimize your offensive security strategies quickly and efficiently, with no true sorcery required.

"Make the leap from following the step-by-step instructions for building official LEGO sets to designing your own original models. Covers basic concepts like overlapping bricks for structural stability, sophisticated techniques like half-stud offsets and sideways building, and using software to help design photorealistic mosaics and elegant sculptures"--

If you work with embedded systems, you''re bound to encounter the ubiquitous Inter-Integrated Circuit bus (IIC, I2C, or I2C) - a serial protocol for connecting integrated circuits in a computer system. In The Book of I2C, the first comprehensive guide to this bus, bestselling author Randall Hyde draws on 40 years of industry experience to get you started designing and programming I2C systems.

A hands-on, beginner-friendly guide to building and programming LEGO® robots.You're the new owner of a LEGO® robotics kit. Now what? Getting Started with LEGO® MINDSTORMS teaches you the basics of robotics engineering, using examples compatible with the LEGO® MINDSTORMS Robot Inventor and SPIKE Prime sets. You'll be making remote-control vehicles, motorized grabbers, automatic ball launchers, and other exciting robots in no time.Rather than feature step-by-step instructions for building a handful of models, you'll find essential information and expert tips and tricks for designing, building, and programming your own robotic creations. The book features a comprehensive introduction to coding with Word Blocks, an intuitive visual programming language based on Scratch, and explores topics such as using motors and sensors, building sturdy structures, and troubleshooting problems when things go wrong. As you learn, loads of challenges and open-ended projects will inspire you to try out ideas. Your journey to becoming a confident robot designer begins here.

Strengthen your coding skills by exploring the weird world of esoteric programming languages.Explore the wonderful, wild, and often weird world of esoteric programming languages. The book begins with the history and theory of programming languages, addressing concepts like Turing machines and Turing completeness. You're then treated to a tour of three "atypical" programming languages, real languages that are unusual and require out of the box thinking. Following that are five chapters on existing esoteric languages (esolangs), some of which are easy to use, others quite difficult, and others novel because of their approach (programming with pictures, for example). Finally, the remaining chapters detail the development and use of two entirely new programming languages. The main point of the book is to encourage readers to think differently about what it means to express thought using a programming language, and to explore the limits and boundaries of what a programming language might be. Though readers aren't likely to use any of these languages in their day jobs, learning to think in these languages will make them better, more confident programmers.

Tag along with a master hacker on a truly memorable attack. From reconnaissance to infiltration, you’ll experience their every thought, frustration, and strategic decision-making first-hand in this exhilarating narrative journey into a highly defended Windows environment driven by AI.Step into the shoes of a master hacker and break into an intelligent, highly defensive Windows environment. You’ll be infiltrating the suspicious (fictional) offshoring company G & S Trust and their hostile Microsoft stronghold. While the target is fictional, the corporation’s vulnerabilities are based on real-life weaknesses in today’s advanced Windows defense systems. You’ll experience all the thrills, frustrations, dead-ends, and eureka moments of the mission first-hand, while picking up practical, cutting-edge techniques for evading Microsoft’s best security systems. The adventure starts with setting up your elite hacking infrastructure complete with virtual Windows system. After some thorough passive recon, you’ll craft a sophisticated phishing campaign to steal credentials and gain initial access. Once inside you’ll identify the security systems, scrape passwords, plant persistent backdoors, and delve deep into areas you don’t belong. Throughout your task you’ll get caught, change tack on a tee, dance around defensive monitoring systems, anddisable tools from the inside. Spark Flow’s clever insights, witty reasoning, andstealth maneuvers teach you to be patient, persevere, and adapt your skills at the drop of a hat. You’ll learn how to:Identify and evade Microsoft security systems like Advanced Threat Analysis,QRadar, MDE, and AMSISeek out subdomains and open ports with Censys, Python scripts, and other OSINT toolsScrape password hashes using KerberoastingPlant camouflaged C# backdoors and payloadsGrab victims’ credentials with more advanced techniques like reflection anddomain replication Like other titles in the How to Hack series, this book is packed with interesting tricks, ingenious tips, and links to useful resources to give you a fast-paced, hands-on guide to penetrating and bypassing Microsoft security systems.

A swift and practical introduction to building interactive data visualization apps in Python, known as dashboards. You''ve seen dashboards before; think election result visualizations you can update in real time, or population maps you can filter by demographic. With the Python Dash library you''ll create analytic dashboards that present data in effective, usable, elegant ways in just a few lines of code. A swift and practical introduction to building interactive data visualization apps in Python, known as dashboards

The fascinating inside story of how the Android operating system came to be.In 2004, Android was two people who wanted to build camera software but couldn't get investors interested. Today, Android is a large team at Google, delivering an operating system (including camera software) to over 3 billion devices worldwide. This is the inside story, told by the people who made it happen.Androids: The Team that Built the Android Operating System is a first-hand chronological account of how the startup began, how the team came together, and how they all built an operating system from the kernel level to its applications and everything in between. It describes the tenuous beginnings of this ambitious project as a tiny startup, then as a small acquisition by Google that took on an industry with strong, entrenched competition. Author Chet Haase joined the Android team at Google in May 2010 and later recorded conversations with team members to preserve the early days of Android's history leading to the launch of 1.0. This engaging and accessible book captures the developers' stories in their own voices to answer the question: How did Android succeed?

DevOps for the Desperate is a hands-on, no-nonsense guide for those who land in a DevOps environment and need to get up and running quickly.This book introduces fundamental concepts software developers need to know to flourish in a modern DevOps environment including infrastructure as code, configuration management, security, containerization and orchestration, monitoring and alerting, and troubleshooting. Readers will follow along with hands-on examples to learn how to tackle common DevOps tasks. The book begins with an exploration of DevOps concepts using Vagrant and Ansible to build systems with repeatable and predictable states, including configuring a host with user-based security. Next up is a crash course on containerization, orchestration, and delivery using Docker, Kubernetes, and a CI/CDpipeline. The book concludes with a primer in monitoring and alerting with tips for troubleshootingcommon host and application issues. You'll learn how to: • Use Ansible to manage users and groups, and enforce complex passwords • Create a security policy for administrative permissions, and automate a host-based firewall • Get started with Docker to containerize applications, use Kubernetes for orchestration, and deploycode using a CI/CD pipeline • Build a monitoring stack, investigate common metric patterns, and trigger alerts • Troubleshoot and analyze common issues and errors found on hosts

A hands-on, real-world introduction to data analysis with the Python programming language, loaded with wide-ranging examples.Python is an ideal choice for accessing, manipulating, and gaining insights from data of all kinds. Python for Data Science introduces you to the Pythonic world of data analysis with a learn-by-doing approach rooted in practical examples and hands-on activities. You’ll learn how to write Python code to obtain, transform, and analyze data, practicing state-of-the-art data processing techniques for use cases in business management, marketing, and decision support.You will discover Python’s rich set of built-in data structures for basic operations, as well as its robust ecosystem of open-source libraries for data science, including NumPy, pandas, scikit-learn, matplotlib, and more. Examples show how to load data in various formats, how to streamline, group, and aggregate data sets, and how to create charts, maps, and other visualizations. Later chapters go in-depth with demonstrations of real-world data applications, including using location data to power a taxi service, market basket analysis to identify items commonly purchased together, and machine learning to predict stock prices.

Learn to expertly apply a range of machine learning methods to real data with this practical guide.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 Neighbors 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.

Modeling and Simulation in Python teaches readers how to analyze real-world scenarios using the Python programming language, requiring no more than a background in high school math.Modeling and Simulation in Python is a thorough but easy-to-follow introduction to physical modeling—that is, the art of describing and simulating real-world systems. Readers are guided through modeling things like world population growth, infectious disease, bungee jumping, baseball flight trajectories, celestial mechanics, and more while simultaneously developing a strong understanding of fundamental programming concepts like loops, vectors, and functions.Clear and concise, with a focus on learning by doing, the author spares the reader abstract, theoretical complexities and gets right to hands-on examples that show how to produce useful models and simulations.