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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.
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