- Table View
- List View
Counterterrorism and Cybersecurity: Total Information Awareness
by Newton LeeImagine James Bond meets Sherlock Holmes: Counterterrorism and Cybersecurity is the sequel to Facebook Nation in the Total Information Awareness book series by Newton Lee. The book examines U.S. counterterrorism history, technologies, and strategies from a unique and thought-provoking approach that encompasses personal experiences, investigative journalism, historical and current events, ideas from great thought leaders, and even the make-believe of Hollywood. Demystifying Total Information Awareness, the author expounds on the U.S. intelligence community, artificial intelligence in data mining, social media and privacy, cyber attacks and prevention, causes and cures for terrorism, and longstanding issues of war and peace. The book offers practical advice for businesses, governments, and individuals to better secure the world and protect cyberspace. It quotes U.S. Navy Admiral and NATO's Supreme Allied Commander James Stavridis: "Instead of building walls to create security, we need to build bridges." The book also provides a glimpse into the future of Plan X and Generation Z, along with an ominous prediction from security advisor Marc Goodman at TEDGlobal 2012: "If you control the code, you control the world." Counterterrorism and Cybersecurity: Total Information Awareness will keep you up at night but at the same time give you some peace of mind knowing that "our problems are manmade -- therefore they can be solved by man [or woman]," as President John F. Kennedy said at the American University commencement in June 1963.
Counterterrorism and Cybersecurity: Total Information Awareness
by Newton LeeCounterterrorism and cybersecurity are the top two priorities at the Federal Bureau of Investigation (FBI). Graduated from the FBI Citizens Academy in 2021, Prof. Newton Lee offers a broad survey of counterterrorism and cybersecurity history, strategies, and technologies in the 3rd edition of his riveting book that examines the role of the intelligence community, cures for terrorism, war and peace, cyber warfare, and quantum computing security. From September 11 attacks and Sony-pocalypse to Israel’s 9/11 and MOAB (Mother of All Breaches), the author shares insights from Hollywood such as 24, Homeland, The Americans, and The X-Files. In real life, the unsung heroes at the FBI have thwarted a myriad of terrorist attacks and cybercrimes. The FBI has worked diligently to improve its public image and build trust through community outreach and pop culture. Imagine Sherlock Holmes meets James Bond in crime fighting, FBI Director Christopher Wray says, “We’ve got technically trained personnel—with cutting-edge tools and skills you might never have imagined seeing outside of a James Bond movie—covering roughly 400 offices around the country.” This book is indispensable for anyone who is contemplating a career at the FBI, think tanks, or law enforcement agencies worldwide. It is also a must-read for every executive to safeguard their organization against cyberattacks that have caused more than $10 billion in damages. In the spirit of President John F. Kennedy, one may proclaim: “Ask not what counterterrorism and cybersecurity can do for you, ask what you can do for counterterrorism and cybersecurity.” Praise for the First Edition: “The book presents a crisp narrative on cyberattacks and how to protect against these attacks. … The author views terrorism as a disease that may be cured through education and communication. … The book is a relevant, useful, and genial mix of history, current times, practical advice, and policy goals.” - Brad Reid, ACM Computing Reviews “Very professional and well researched.” - Eleanor Clift, Newsweek and The Daily Beast
Counterterrorism and Open Source Intelligence (Lecture Notes in Social Networks #2)
by Uffe WiilSince the 9/11 terrorist attacks in the United States, serious concerns were raised on domestic and international security issues. Consequently, there has been considerable interest recently in technological strategies and resources to counter acts of terrorism. In this context, this book provides a state-of-the-art survey of the most recent advances in the field of counterterrorism and open source intelligence, demonstrating how various existing as well as novel tools and techniques can be applied in combating covert terrorist networks. A particular focus will be on future challenges of open source intelligence and perspectives on how to effectively operate in order to prevent terrorist activities.
Counterterrorism: Reassessing the Policy Response
by Benoît GomisCounterterrorism: Reassessing the Policy Response promotes a more nuanced understanding of the effectiveness of current counterterrorism practices and the need for reform. It challenges government, media, and academic accounts that exaggerate terrorist threats, particularly in comparison to other threats such as organized crime. Author Beno�Gomis r
Coupled Mathematical Models for Physical and Biological Nanoscale Systems and Their Applications: Banff International Research Station, Banff, Canada, 28 August - 2 September 2016 (Springer Proceedings in Mathematics & Statistics #232)
by Roderick Melnik Luis L. Bonilla Efthimios KaxirasThis volume gathers selected contributions from the participants of the Banff International Research Station (BIRS) workshop Coupled Mathematical Models for Physical and Biological Nanoscale Systems and their Applications, who explore various aspects of the analysis, modeling and applications of nanoscale systems, with a particular focus on low dimensional nanostructures and coupled mathematical models for their description. Due to the vastness, novelty and complexity of the interfaces between mathematical modeling and nanoscience and nanotechnology, many important areas in these disciplines remain largely unexplored. In their efforts to move forward, multidisciplinary research communities have come to a clear understanding that, along with experimental techniques, mathematical modeling and analysis have become crucial to the study, development and application of systems at the nanoscale. The conference, held at BIRS in autumn 2016, brought together experts from three different communities working in fields where coupled mathematical models for nanoscale and biosystems are especially relevant: mathematicians, physicists (both theorists and experimentalists), and computational scientists, including those dealing with biological nanostructures. Its objectives: summarize the state-of-the-art; identify and prioritize critical problems of major importance that require solutions; analyze existing methodologies; and explore promising approaches to addressing the challenges identified. The contributions offer up-to-date introductions to a range of topics in nano and biosystems, identify important challenges, assess current methodologies and explore promising approaches. As such, this book will benefit researchers in applied mathematics, as well as physicists and biologists interested in coupled mathematical models and their analysis for physical and biological nanoscale systems that concern applications in biotechnology and medicine, quantum information processing and optoelectronics.
Coupled Structures for Microwave Sensing (Lecture Notes in Electrical Engineering #1150)
by Ferran Martín Enrique BronchaloThis book offers a comprehensive and timely review of planar microwave sensors based on coupled structures. Gathering chapters contributed by the most authoritative researchers on this topic, it presents various strategies for sensor performance optimization using coupled lines, directional couplers, and coupled resonators (either distributed or semi-lumped), focusing mainly on sensitivity optimization, and covering chains of coupled resonators as well. The book also reports on analytical methods, design formulas, sensor validation tests, with both simulation and experimental methods, describing some relevant practical applications. Mainly reflecting the research activity carried out by the different contributors in the last years, this book also includes two introductory chapters to help readers who are not very familiar with microwave sensing technologies and coupled structures. All in all, this book addresses advanced graduate students and researchers involved in microwave and sensor technologies, and may be of interest for engineers and professionals as well, working in areas as diverse as wireless sensors and sensor networks, biosensing, chemical sensing, motion control, microfluidics, Internet of Things (IoT), and smart systems.
Courageous Edventures: Navigating Obstacles to Discover Classroom Innovation (Corwin Teaching Essentials)
by Jennie MagieraChart a course to innovation using educational technology Let’s go on an edventure! Do you want to innovate and take risks in your teaching? Looking for ways to troubleshoot common classroom challenges? Whatever obstacles you and your students face can turn into edventures, and this book will show you how to navigate them with grace, humor, and grit. Jennie Magiera charts a course for you to discover your own version of innovation, using the limitless possibilities of educational technology. You will learn: How to create your own Teacher-IEP (Innovation Exploration Plan) Keys to problem-based innovation (PBI) Strategies and solutions for tackling common classroom problems Methods for putting learning into the hands of students How to find innovation in everyday places Packed with real-world, immediately applicable solutions to the problems teachers face in their classrooms every day,Courageous Edventures shows how technology can be a fun and easy tool to improve classroom management and student learning! "Magiera leads people on a journey with some great ideas to get started in the classroom right now, or the inspiration to find your own way, leading to innovative ideas for learning and teaching." George Couros, Author of The Innovator′s Mindset and Innovative Teaching, Learning, and Leadership Consultant "This book does a superb job of providing practical ideas and strategies on how to actually implement innovative practices in today′s classroom. Her knowledge and experience as a change agent further strengthen the techniques presented and will help educators truly envision what′s possible in classrooms today." Eric Sheninger, Corwin Author and Senior Fellow International Center for Leadership in Education
Courageous Edventures: Navigating Obstacles to Discover Classroom Innovation (Corwin Teaching Essentials)
by Jennie MagieraChart a course to innovation using educational technology Let’s go on an edventure! Do you want to innovate and take risks in your teaching? Looking for ways to troubleshoot common classroom challenges? Whatever obstacles you and your students face can turn into edventures, and this book will show you how to navigate them with grace, humor, and grit. Jennie Magiera charts a course for you to discover your own version of innovation, using the limitless possibilities of educational technology. You will learn: How to create your own Teacher-IEP (Innovation Exploration Plan) Keys to problem-based innovation (PBI) Strategies and solutions for tackling common classroom problems Methods for putting learning into the hands of students How to find innovation in everyday places Packed with real-world, immediately applicable solutions to the problems teachers face in their classrooms every day,Courageous Edventures shows how technology can be a fun and easy tool to improve classroom management and student learning! "Magiera leads people on a journey with some great ideas to get started in the classroom right now, or the inspiration to find your own way, leading to innovative ideas for learning and teaching." George Couros, Author of The Innovator′s Mindset and Innovative Teaching, Learning, and Leadership Consultant "This book does a superb job of providing practical ideas and strategies on how to actually implement innovative practices in today′s classroom. Her knowledge and experience as a change agent further strengthen the techniques presented and will help educators truly envision what′s possible in classrooms today." Eric Sheninger, Corwin Author and Senior Fellow International Center for Leadership in Education
Covenant (Hellgate: London #3)
by Mel OdomAs Templar Simon Cross fights to lead the hunted survivors of the demon surge toward salvation, time and supplies run short. Simon must penetrate the dark secrets of the demons -- as well as those of his partner in peril, Leah Creasey -- to keep his charges safe. But Leah's organization won't surrender their knowledge easily, even as new technology emerges from the Goetia Manuscript that could help Simon's cause. Warren Schimmer, linked to one of the darkest of the hellspawn -- the demonic Lilith -- is himself also targeted by infernal forces. No longer able to hide, Warren must emerge as a leader and turn a ragged band of Cabalists into an army. But when a vicious weapon that uses dreams against the human survivors of the city draws the Templars, the Cabalists, and the Hunters into the same arena, will they join forces...or turn against one another?
Covering Politics in a "Post-Truth" America
by Susan B. GlasserIn a new Brookings Essay, Politico editor Susan Glasser chronicles how political reporting has changed over the course of her career and reflects on the state of independent journalism after the 2016 election.The Bookings Essay: In the spirit of its commitment to higquality, independent research, the Brookings Institution has commissioned works on major topics of public policy by distinguished authors, including Brookings scholars. The Brookings Essay is a multi-platform product aimed to engage readers in open dialogue and debate. The views expressed, however, are solely those of the author. Available in ebook only.
Coxiella burnetii: Recent Advances And New Perspectives In Research Of The Q Fever Bacterium (Advances in Experimental Medicine and Biology #984)
by Rudolf Toman James E. Samuel Jean-Louis Mege Robert A. HeinzenCoxiella burnetii is the etiological agent of Q fever, a zoonotic disease found worldwide. The bacterium is a fascinating example of intracellular parasitism that has uniquely evolved to thrive in the most inhospitable of cellular compartments-the phagolysosome. Understanding how C. burnetii resists the degradative functions of this vacuole, and the host cell functions coopted for successful parasitism, are central to understanding Q fever pathogenesis. Recent achievements in glycomics and proteomics are guiding development of enhanced detection schemes for the bacterium in addition to shedding light on the host immune response to the pathogen. Several chapters survey immune functions that control or potentially exacerbate Coxiella infection and delve into correlates of protective immunity elicited by vaccination. Comparative genomics is also the foundation of chapters discussing diagnostic antigen discovery and molecular typing of the bacterium, with significance for development of new clinical, epidemiologic, and forensic tools.
Cozy Gaming
by Liv NganIt's time to put your snuggle top on, cuddle your squishies, and find out all about the cosiest games around! Cosy games include fun, de-stressing, cute and calm games like Stardew Valley, Animal Crossing: New Horizons, Disney Dreamlight Valley, Oxenfree and many more. This book gives you everything you need to focus on diving into the carefree world of cosy gaming, with reviews of the best titles and previews of soon-to-be-released games too. No matter how you game - on consoles, online or on mobile devices - there's something here for you.As well as info on the best games to play, this book is also full of ways to cosy-fy your life-including tips for making your bedroom super snuggly, the cutest squishies and plushies, and the ultimate accessories for all-important self-care. You'll discover how to customise your current room to turn it into a den of relaxation, how to find an aesthetic that works for you, and how to choose your ultimate cosy lifestyle. It's everything you need for your perfect cosy life!
Cracking Codes with Python: An Introduction to Building and Breaking Ciphers
by Al SweigartLearn how to program in Python while making and breaking ciphers—algorithms used to create and send secret messages! After a crash course in Python programming basics, you’ll learn to make, test, and hack programs that encrypt text with classical ciphers like the transposition cipher and Vigenère cipher. You’ll begin with simple programs for the reverse and Caesar ciphers and then work your way up to public key cryptography, the type of encryption used to secure today’s online transactions, including digital signatures, email, and Bitcoin.Each program includes the full code and a line-by-line explanation of how things work. By the end of the book, you’ll have learned how to code in Python and you’ll have the clever programs to prove it!You’ll also learn how to:- Combine loops, variables, and flow control statements into real working programs- Use dictionary files to instantly detect whether decrypted messages are valid English or gibberish- Create test programs to make sure that your code encrypts and decrypts correctly- Code (and hack!) a working example of the affine cipher, which uses modular arithmetic to encrypt a message- Break ciphers with techniques such as brute-force and frequency analysisThere’s no better way to learn to code than to play with real programs. Cracking Codes with Python makes the learning fun!
Cracking Complexity: The Breakthrough Formula for Solving Just About Anything Fast
by David Benjamin David KomlosFor the first time, Davis Benjamin and David Komlos of Syntegrity share their cutting-edge, highly engaging step-by-step formula for cracking incredibly knotty and important challenges in mere days, while mobilizing those who must execute. Foreword by Marshall Goldsmith, #1 NY Times bestselling author, Thinkers50 - #1 Executive Coach and the only two-time #1 Leadership Thinker in the WorldComplexity has met its match! Today, organizations are grappling with ambiguity, volatility and paradox surrounding the challenges they face. This is complexity. But too many leaders approach complexity the wrong way - they push their people harder and harder and tackle problems one at a time over months, sometimes even years, and nearly always in a linear fashion. It's like setting a pot of water on "low" and waiting for it to boil. To solve the seemingly intractable challenges that leaders bang their heads against for months - to get the metaphorical water to boil - you must generate a high amount of heat very quickly. In this book, the authors share their proven formula for dramatically shortening the process and solving an organization's toughest challenges in mere days.
Cracking Drupal
by Greg KnaddisonThe first book to reveal the vulnerabilities and security issues that exist in the sites that have been built with Drupal?and how to prevent them from continuing Drupal is an open source framework and content management system that allows users to create and organize content, customize presentation, automate tasks, and manage site visitors and contributors. Authored by a Drupal expert, this is the first book to reveal the vulnerabilities and security issues that exist in the sites that have been built with Drupal?and how to prevent them from continuing. The main goal of this guide is to explain how to write code that avoids an attack in the Drupal environment, while also addressing how to proceed if vulnerability has been spotted and then regain control of security.
Cracking The Coding Interview (5th Edition)
by Gayle Laakmann McdowellThe full list of topics are as follows: The Interview Process This section offers an overview on questions are selected and how you will be evaluated. What happens when you get a question wrong? When should you start preparing, and how? What language should you use? All these questions and more are answered. Behind the Scenes Learn what happens behind the scenes during your interview, how decisions really get made, who you interview with, and what they ask you. Companies covered include Google, Amazon, Yahoo, Microsoft, Apple and Facebook. Special Situations This section explains the process for experience candidates, Program Managers, Dev Managers, Testers / SDETs, and more. Learn what your interviewers are looking for and how much code you need to know. Before the Interview In order to ace the interview, you first need to get an interview. This section describes what a software engineer's resume should look like and what you should be doing well before your interview. Behavioral Preparation Although most of a software engineering interview will be technical, behavioral questions matter too. This section covers how to prepare for behavioral questions and how to give strong, structured responses. Technical Questions (+ 5 Algorithm Approaches) This section covers how to prepare for technical questions (without wasting your time) and teaches actionable ways to solve the trickiest algorithm problems. It also teaches you what exactly "good coding" is when it comes to an interview. 150 Programming Questions and Answers This section forms the bulk of the book. Each section opens with a discussion of the core knowledge and strategies to tackle this type of question, diving into exactly how you break down and solve it. Topics covered include Arrays and Strings Linked Lists Stacks and Queues Trees and Graphs Bit Manipulation Brain Teasers Mathematics and Probability Object-Oriented Design Recursion and Dynamic Programming Sorting and Searching Scalability and Memory Limits Testing C and C++ Java Databases Threads and Locks For the widest degree of readability, the solutions are almost entirely written with Java (with the exception of C / C++ questions). A link is provided with the book so that you can download, compile, and play with the solutions yourself.
Cracking the AP Computer Science A Exam, 2017 Edition: Proven Techniques to Help You Score a 5
by Princeton ReviewThis eBook edition has been specially formatted for on-screen viewing with cross-linked questions, answers, and explanations.EVERYTHING YOU NEED TO HELP SCORE A PERFECT 5. Equip yourself to ace the AP Computer Science A Exam with The Princeton Review's brand-new, comprehensive study guide--including 2 full-length practice tests, thorough content reviews, access to our AP Connect online portal, and targeted strategies for every section of the exam.This brand new addition to our best-selling Cracking the AP Exam series is perfect for students tackling the fast-growing AP Computer Science A test. Easy to understand and simple to use, this book gives you all the tools you need to get the score you want.Everything You Need to Know to Help Achieve a High Score.* Comprehensive content review of key Computer Science A topics, including lab requirements* Up-to-date information on the 2017 AP Computer Science A Exam* Engaging activities to help you critically assess your progress* Access to AP Connect, our online portal for helpful pre-college information and exam updatesPractice Your Way to Excellence.* 2 full-length practice tests with detailed answer explanations* Comprehension drills in each content review chapter* Step-by-step walk-throughs of sample questionsTechniques That Actually Work.* Tried-and-true strategies to help you avoid traps and beat the test* Tips for pacing yourself and guessing logically* Essential tactics to help you work smarter, not harder
Cracking the AP Computer Science A Exam, 2020 Edition: Practice Tests & Prep for the NEW 2020 Exam (College Test Preparation)
by The Princeton ReviewEVERYTHING YOU NEED TO HELP SCORE A PERFECT 5. Ace the 2020 AP Computer Science A Exam with this comprehensive study guide—including 2 full-length practice tests, thorough content reviews, targeted strategies for every section of the exam, and access to online extras.Techniques That Actually Work.• Tried-and-true strategies to help you avoid traps and beat the test• Tips for pacing yourself and guessing logically• Essential tactics to help you work smarter, not harderEverything You Need to Know to Help Achieve a High Score.• Comprehensive content review for all test topics, including lab requirements• Up-to-date information on the 2020 AP® Computer Science A Exam• Engaging activities to help you critically assess your progress• Access to study plans, printable resources, helpful pre-college information, and more via your online Student ToolsPractice Your Way to Excellence.• 2 full-length practice tests with detailed answer explanations• Comprehension drills in each content review chapter• Step-by-step walk-throughs of sample questions
Cracking the Bro Code (Labor and Technology)
by Coleen CarriganWhy dominant racial and gender groups have preferential access to jobs in computing, and how feminist labor activism in computing culture can transform the field into a force that serves democracy and social justice.Cracking the Bro Code is a bold ethnographic study of sexism and racism in contemporary computing cultures theorized through the analytical frame of the &“Bro Code.&” Drawing from feminist anthropology and STS, Coleen Carrigan shares in this book the direct experiences of women, nonbinary individuals, and people of color, including her own experiences in tech, to show that computing has a serious cultural problem. From senior leaders in the field to undergraduates in their first year of college, participants consistently report how sexism and harassment manifest themselves in computing via values, norms, behaviors, evaluations, and policies. While other STEM fields are making strides in recruiting, retaining, and respecting women workers, computing fails year after year to do so.Carrigan connects altruism, computing, race, and gender to advance the theory that social purpose is an important factor to consider in working toward gender equity in computing. Further, she argues that transforming computing culture from hostile to welcoming has the potential to change not only who produces computing technology but also the core values of its production, with possible impacts on social applications. Cracking the Bro Code explains how digital bosses have come to operate imperiously in our society, dodging taxes and oversight, and how some programmers who look like them are enchanted with a sense of divine right. In the context of computing&’s powerful influence on the world, Carrigan speculates on how the cultural mechanisms sustaining sexism, harassment, and technocracy in computing workspaces impact both those harmed by such violence as well as society at large.
Cracking the Digital Ceiling: Women in Computing around the World
by Carol Frieze Jeria L. QuesenberryIs computing just for men? Are men and women suited to different careers? This collection of global perspectives challenges these commonly held western views, perpetuated as explanations for women's low participation in computing. By providing an insider look at how different cultures worldwide impact the experiences of women in computing, the book introduces readers to theories and evidence that support the need to turn to environmental factors, rather than innate potential, to understand what determines women's participation in this growing field. This wakeup call to examine the obstacles and catalysts within various cultures and environments will help those interested in improving the situation understand where they might look to make changes that could impact women's participation in their classrooms, companies, and administrations. Computer scientists, STEM educators, students of all disciplines, professionals in the tech industry, leaders in gender equity, anthropologists, and policy makers will all benefit from reading this book.
Cracking the IT Architect Interview
by Sameer ParadkarThe ultimate guide to successful interviews for Enterprise, Business, Domain, Solution, and Technical Architect roles as well as IT Advisory Consultant and Software Designer roles About This Book * Learn about Enterprise Architects IT strategy and NFR - this book provides you with methodologies, best practices, and frameworks to ace your interview * A holistic view of key architectural skills and competencies with 500+ questions that cover 12 domains * 100+ diagrams depicting scenarios, models, and methodologies designed to help you prepare for your interview Who This Book Is For This book is for aspiring enterprise, business, domain, solution, and technical architects. It is also ideal for IT advisory consultants and IT designers who wish to interview for such a role. Interviewers will be able leverage this book to make sure they hire candidates with the right competencies to meet the role requirements. What You Will Learn * Learn about IT strategies, NFR, methodologies, best practices, and frameworks to ace your interview * Get a holistic view of key concepts, design principles, and patterns related to evangelizing web and Java enterprise applications * Discover interview preparation guidelines through case studies * Use this as a reference guide for adopting best practices, standards, and design guidelines * Get a better understanding with 60+ diagrams depicting various scenarios, models, and methodologies * Benefit from coverage of all architecture domains including EA (Business, Data, Infrastructure, and Application), SA, integration, NFRs, security, and SOA, with extended coverage from IT strategies to the NFR domain In Detail An architect attends multiple interviews for jobs or projects during the course of his or her career. This book is an interview resource created for designers, consultants, technical, solution, domain, enterprise, and chief architects to help them perform well in interview discussions and launch a successful career. The book begins by providing descriptions of architecture skills and competencies that cover the 12 key domains, including 350+ questions relating to these domains. The goal of this book is to cover all the core architectural domains. From an architect's perspective, it is impossible to revise or learn about all these key areas without a good reference guide - this book is the solution. It shares experiences, learning, insights, and proven methodologies that will benefit practitioners, SMEs, and aspirants in the long run. This book will help you tackle the NFR domain, which is a key aspect pertaining to architecting applications. It typically takes years to understand the core concepts, fundamentals, patterns, and principles related to architecture and designs. This book is a goldmine for the typical questions asked during an interview and will help prepare you for success! Style and approach This book will help you prepare for interviews for architectural profiles by providing likely questions, explanations, and expected answers. It is an insight-rich guide that will help you develop strategic, tactical, and operational thinking for your interview.
Cracking the IT Architect Interview
by Sameer Paradkar<P><P>Key Features <P><P>Learn about Enterprise Architects IT strategy and NFR – this book provides you with methodologies, best practices, and frameworks to ace your interview <P><P>A holistic view of key architectural skills and competencies with 500+ questions that cover 12 domains <P><P>100+ diagrams depicting scenarios, models, and methodologies designed to help you prepare for your interview <P><P>Book Description <P><P>An architect attends multiple interviews for jobs or projects during the course of his or her career. This book is an interview resource created for designers, consultants, technical, solution, domain, enterprise, and chief architects to help them perform well in interview discussions and launch a successful career. <P><P>The book begins by providing descriptions of architecture skills and competencies that cover the 12 key domains, including 350+ questions relating to these domains. The goal of this book is to cover all the core architectural domains. From an architect’s perspective, it is impossible to revise or learn about all these key areas without a good reference guide – this book is the solution. It shares experiences, learning, insights, and proven methodologies that will benefit practitioners, SMEs, and aspirants in the long run. <P><P>This book will help you tackle the NFR domain, which is a key aspect pertaining to architecting applications. <P><P>It typically takes years to understand the core concepts, fundamentals, patterns, and principles related to architecture and designs. This book is a goldmine for the typical questions asked during an interview and will help prepare you for success! <P><P>What you will learn <P><P>Learn about IT strategies, NFR, methodologies, best practices, and frameworks to ace your interview <P><P>Get a holistic view of key concepts, design principles, and patterns related to evangelizing web and Java enterprise applications <P><P>Discover interview preparation guidelines through case studies <P><P>Use this as a reference guide for adopting best practices, standards, and design guidelines <P><P>Get a better understanding with 60+ diagrams depicting various scenarios, models, and methodologies <P><P>Benefit from coverage of all architecture domains including EA (Business, Data, Infrastructure, and Application), SA, integration, NFRs, security, and SOA, with extended coverage from IT strategies to the NFR domain
Cracking the Machine Learning Code: Technicality or Innovation? (Studies in Computational Intelligence #1155)
by KC Santosh Rodrigue Rizk Siddhi K. BajracharyaEmploying off-the-shelf machine learning models is not an innovation. The journey through technicalities and innovation in the machine learning field is ongoing, and we hope this book serves as a compass, guiding the readers through the evolving landscape of artificial intelligence. It typically includes model selection, parameter tuning and optimization, use of pre-trained models and transfer learning, right use of limited data, model interpretability and explainability, feature engineering and autoML robustness and security, and computational cost – efficiency and scalability. Innovation in building machine learning models involves a continuous cycle of exploration, experimentation, and improvement, with a focus on pushing the boundaries of what is achievable while considering ethical implications and real-world applicability. The book is aimed at providing a clear guidance that one should not be limited to building pre-trained models to solve problems using the off-the-self basic building blocks. With primarily three different data types: numerical, textual, and image data, we offer practical applications such as predictive analysis for finance and housing, text mining from media/news, and abnormality screening for medical imaging informatics. To facilitate comprehension and reproducibility, authors offer GitHub source code encompassing fundamental components and advanced machine learning tools.
Craft GraphQL APIs in Elixir with Absinthe: Flexible, Robust Services for Queries, Mutations, and Subscriptions
by Ben Wilson Bruce WilliamsYour domain is rich and interconnected, and your API should be too. Upgrade your web API to GraphQL, leveraging its flexible queries to empower your users, and its declarative structure to simplify your code. Absinthe is the GraphQL toolkit for Elixir, a functional programming language designed to enable massive concurrency atop robust application architectures. Written by the creators of Absinthe, this book will help you take full advantage of these two groundbreaking technologies. Build your own flexible, high-performance APIs using step-by-step guidance and expert advice you won't find anywhere else. GraphQL is a new way of structuring and building web services, and the result is transformational. Find out how to offer a more tailored, cohesive experience to your users, easily aggregate data from different data sources, and improve your back end's maintainability with Absinthe's declarative approach to defining how your API works. Build a GraphQL-based API from scratch using Absinthe, starting from core principles. Learn the type system and how to expand your schema to suit your application's needs. Discover a growing ecosystem of tools and utilities to understand, debug, and document your API. Take it to production, but do it safely with solid best practices in mind. Find out how complexity analysis and persisted queries can let you support your users flexibly, but responsibly too. Along the way, discover how Elixir makes all the difference for a high performance, fault-tolerant API. Use asynchronous and batching execution, or write your own custom add-ons to extend Absinthe. Go live with subscriptions, delivering data over websockets on top of Elixir (and Erlang/OTP's) famous solid performance and real-time capabilities. Transform your applications with the powerful combination of Elixir and GraphQL, using Absinthe. What You Need: To follow along with the book, you should have Erlang/OTP 19+ and Elixir 1.4+ installed. The book will guide you through setting up a new Phoenix application using Absinthe.
Crafting Clean Code with JavaScript and React: A Practical Guide to Sustainable Front-End Development
by Héla Ben KhalfallahUnderstand the guiding principles of “clean code” and how it applies to modern front-end development, accessibility (a11y), semantics, performance, and the Green Web. Highlighting key topics ranging from the foundations of JavaScript and HTML to popular frameworks like React, this book provides best practices to ensure code and applications are easier, more efficient and cost effective to run. Using a web-based application as an example, you’ll begin by cleaning and improving its code base by dividing the JavaScript into smaller, reusable and composable functions without side effects. Then, you’ll improve the HTML code base by applying "Disability Driven Design" patterns, focusing on semantics before moving on to improving the architecture with a functional style (immutable, modular and composable). Because the web today needs to be green with reduced loading time and energy consumption, you’ll apply some tips and tricks to improve code performance and see how to best monitor it in a continuous and scalable way. What You’ll Learn See how the JavaScript engine works and memory management. Explore in greater detail key focus areas of accessibility and green computing Make applications easier and more cost-effective to run Look closely at clean and sustainable development using JavaScript and React Who This Book Is For Programmers, developers, engineers and product managers who are looking at cost-efficient ways to make their applications run more smoothly and efficiently.