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Coding Interviews: Advanced Guide to Help You Excel at Coding Interviews
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Coding Interviews: Advanced Guide to Help You Excel at Coding InterviewsНазвание: Coding Interviews: Advanced Guide to Help You Excel at Coding Interviews
Автор: Logan Pratt
Издательство: Independently published
Год: 2022
Страниц: 180
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

The ultimate guide to help you ace your coding interview! Coding interviews really are just interviews for a job, but they differ in that they are incredibly technical, and you need to know how to solve programs, turn your solutions into working code and make sure your solution is the best it can be – without making any mistakes. Coding interviews are typically several rounds, and each round needs its own specific preparation. You have no idea what questions you are likely to be asked, which is why I have written his guide. What is the best programming language to use in your coding interview? And does it even matter which one you use? The short answer to that is yes, it does matter. Most companies will allow you to use a programming language of your choice unless they use a specific one. The only real exception to that is Google, where candidates must choose between Python, Java, jаvascript, and C++. However, the language you choose can impact your performance more than you would believe possible. This is why choosing the right programming language at the start of your interview preparation is critical, as is using it regularly to get used to it.


Категория: КНИГИ » АППАРАТУРА
Solar Consumer Guidebook: Understanding the Process of the Solar Decision
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Solar Consumer Guidebook: Understanding the Process of the Solar DecisionНазвание: Solar Consumer Guidebook: Understanding the Process of the Solar Decision
Автор: Mackie Beall
Издательство: Gatekeeper Press
Год: 2023
Язык: английский
Формат: pdf, epub (true)
Размер: 10.2 MB

Written by a solar expert who has been in the sustainability business since 2009, The Solar Consumer Guidebook provides insight into the process of incorporating solar energy into your “investment” portfolio for the next twenty-five years or longer. By walking through the process of sales pitch meetings, proposals, and finally the implementation of solar panels at your house or place of business, this book gives a comprehensive guide for you to follow, one that ensures you get the best possible rate-of-return on your investment, while guarding against slick sales techniques meant to take advantage of you. This book is perfect for both homeowners and business people interested in solar, whether you are a newcomer to the sustainable movement or a seasoned veteran!


Категория: КНИГИ » WEB-РАЗРАБОТКИ
Tech SEO Guide: A Reference Guide for Developers and Marketers Involved in Technical SEO
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Tech SEO Guide: A Reference Guide for Developers and Marketers Involved in Technical SEOНазвание: Tech SEO Guide: A Reference Guide for Developers and Marketers Involved in Technical SEO
Автор: Matthew Edgar
Издательство: Apress
Год: 2023
Страниц: 155
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.26 MB

Tech SEO Guide provides a reference for everyone who works on the technical side of SEO. SEO has always had a technical component but over the last several years, the technical challenges are increasing as websites deliver richer and more engaging experiences. Those experiences can make it harder for Google to crawl a website and rank a website in search results. Given how important organic search rankings can be for a website’s traffic, it is more important than ever to make sure the technical fundamentals are in place to support a website’s SEO performance. What Is Technical (Tech) SEO? Technical SEO, or tech SEO, is the ongoing process of optimizing a website’s code and server configuration to better communicate with search engine robots. The goal is to make it easier for robots to crawl the website so that robots can more easily index the page contained on the website. The more easily robots can crawl and index a website’s pages, the more likely it is that the website will earn higher rankings in organic search results and drive more visitors to the website from those results.


Категория: КНИГИ » ПРОГРАММИРОВАНИЕ
Explainable AI Recipes: Implement Solutions to Model Explainability and Interpretability with Python
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Explainable AI Recipes: Implement Solutions to Model Explainability and Interpretability with PythonНазвание: Explainable AI Recipes: Implement Solutions to Model Explainability and Interpretability with Python
Автор: Pradeepta Mishra
Издательство: Apress
Год: 2023
Страниц: 267
Язык: английский
Формат: pdf, epub
Размер: 15.2 MB

Understand how to use Explainable AI (XAI) libraries and build trust in AI and machine learning models. This book utilizes a problem-solution approach to explaining Machine Learning models and their algorithms. The book starts with model interpretation for supervised learning linear models, which includes feature importance, partial dependency analysis, and influential data point analysis for both classification and regression models. Next, it explains supervised learning using non-linear models and state-of-the-art frameworks such as SHAP values/scores and LIME for local interpretation. Explainability for time series models is covered using LIME and SHAP, as are natural language processing-related tasks such as text classification, and sentiment analysis with ELI5, and ALIBI. The book concludes with complex model classification and regression-like neural networks and deep learning models using the CAPTUM framework that shows feature attribution, neuron attribution, and activation attribution. After reading this book, you will understand AI and Machine Learning models and be able to put that knowledge into practice to bring more accuracy and transparency to your analyses.


Категория: КНИГИ » ПРОГРАММИРОВАНИЕ
Machine Learning and Deep Learning in Computational Toxicology
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Machine Learning and Deep Learning in Computational ToxicologyНазвание: Machine Learning and Deep Learning in Computational Toxicology
Автор: Huixiao Hong
Издательство: Springer
Год: 2023
Страниц: 654
Язык: английский
Формат: pdf (true)
Размер: 19.5 MB

This book is a collection of Machine Learning and Deep Learning algorithms, methods, architectures, and software tools that have been developed and widely applied in predictive toxicology. It compiles a set of recent applications using state-of-the-art Machine Learning and Deep Learning techniques in analysis of a variety of toxicological endpoint data. The contents illustrate those Machine Learning and Deep Learning algorithms, methods, and software tools and summarise the applications of Machine Learning and Deep Learning in predictive toxicology with informative text, figures, and tables that are contributed by the first tier of experts. One of the major features is the case studies of applications of Machine Learning and Deep Learning in toxicological research that serve as examples for readers to learn how to apply Machine Learning and Deep Learning techniques in predictive toxicology. This book is expected to provide a reference for practical applications of Machine Learning and Deep Learning in toxicological research.


Категория: КНИГИ » ПРОГРАММИРОВАНИЕ
Programming Languages: Build, Prove, and Compare
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Programming Languages: Build, Prove, and CompareНазвание: Programming Languages: Build, Prove, and Compare
Автор: Norman Ramsey
Издательство: Cambridge University Press
Год: 2023
Страниц: 800
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Computer scientists often need to learn new programming languages quickly. The best way to prepare for this is to understand the foundational principles that underlie even the most complicated industrial languages. This text for an undergraduate programming languages course distills great languages and their design principles down to easy-to-learn 'bridge' languages implemented by interpreters whose key parts are explained in the text. The book goes deep into the roots of both functional and object-oriented programming, and it shows how types and modules, including generics/polymorphism, contribute to effective programming. The book is not just about programming languages; it is also about programming. The ideas, descriptive techniques, and examples are conveyed by means of bridge languages. A bridge language models a real programming language, but it is small enough to describe formally and to learn in a week or two, yet big enough to write interesting programs in. The bridge languages in this book model Algol, Scheme, ML, CLU, and Smalltalk, and they are related to many modern descendants, including C, C++, OCaml, Haskell, Java, jаvascript, Python, Ruby, and Rust.


Категория: КНИГИ » ПРОГРАММИРОВАНИЕ
Learning Modern C++ for Finance (Fourth Release)
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Learning Modern C++ for Finance (Fourth Release)Название: Learning Modern C++ for Finance: Foundations for Quantitative Programming (Fourth Release)
Автор: Daniel Hanson
Издательство: O’Reilly Media, Inc.
Год: 2023-02-08
Страниц: 204
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.18 MB

A lot of financial modeling has gravitated toward Python, R, and VBA, but many developers hit a wall with these languages when it comes to performance. This practical book demonstrates why C++ is still one of the dominant production-quality languages for financial applications and systems. Many programmers believe that C++ is too difficult to learn. Author Daniel Hanson demonstrates that this is no longer the case. Financial programmers coming from Python or another interpreted language will discover how to leverage C++ abstractions that enable safer and quicker implementation of financial models. You'll also explore how popular open source libraries provide additional weapons for attacking mathematical problems. C++ programmers unfamiliar with financial applications will also benefit from this handy guide.


Категория: КНИГИ » УЧЕБНАЯ ЛИТЕРАТУРА
Relativistic Quantum Invariance
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Relativistic Quantum InvarianceНазвание: Relativistic Quantum Invariance
Автор: Chueng-Ryong Ji
Издательство: Springer
Серия: Lecture Notes in Physics
Год: 2023
Страниц: 252
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This book describes the invariant nature of the relativistic quantum field theories utilizing the idea of interpolating the instant form dynamics and the light-front dynamics. While the light-front dynamics (LFD) based on the light-front time was proposed by Dirac in 1949, there has not yet been a salient review on the connection between the LFD and the instant form dynamics (IFD) based on the ordinary time. By reviewing the connection between LFD and IFD using the idea of interpolating the two different forms of the relativistic dynamics, one can learn the distinguished features of each form and how one may utilize those distinguished features in solving the complicated relativistic quantum field theoretic problems more effectively. With the ongoing 12-GeV Jefferson Lab experiments, the internal structures of the nucleon and nuclei are vigorously investigated in particular using the physical observables defined in the LFD rather than in the IFD. This book offers a clear demonstration on why and how the LFD is more advantageous than the IFD for the study of hadron physics, illustrating the differences and similarities between these two distinguished forms of the dynamics.


Категория: КНИГИ » ТЕХНИЧЕСКИЕ НАУКИ
Agents, Networks, Evolution: A Quarter Century of Advances in Complex Systems
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Agents, Networks, Evolution: A Quarter Century of Advances in Complex SystemsНазвание: Agents, Networks, Evolution: A Quarter Century of Advances in Complex Systems
Автор: Frank Schweitzer
Издательство: World Scientific Publishing
Год: 2023
Страниц: 612
Язык: английский
Формат: pdf (true)
Размер: 32.0 MB

Scientific progress during the last three decades has greatly profited from our advances in understanding complex systems. Fundamental modeling approaches were considerably improved, particularly agent-based modeling, network science, nonlinear dynamics, and system science. At the same time, these approaches have been applied to and adopted by various scientific disciplines, ranging from physics and chemistry to engineering, molecular biology, economics, and the social sciences. This book reflects the success of complexity science both from a historical and a modeling perspective. It uses 25 articles from different disciplines, published over 25 years, to demonstrate the power and problems of modeling complex systems. The book's four parts, Agent-based Models, Network Models, Models of System Dynamics, and Models of Evolution, each provide an informative synopsis of the respective modeling approach.


Категория: КНИГИ » АППАРАТУРА
Raspberry Pi The Complete Manual - 26th Edition 2023
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Raspberry Pi The Complete Manual - 26th Edition 2023Название: Raspberry Pi The Complete Manual - 26th Edition 2023
Автор: Jon White (Editor)
Издательство: Future Publishing
Год: 2023
Страниц: 132
Язык: английский
Формат: pdf
Размер: 73.2 MB

Raspberry Pi - одна из самых интересных вещей, произошедших в компьютерных технологиях за последние годы. Как образовательный инструмент, этот крошечный ПК возродил интерес к "голым" вычислениям в школах и домах по всему миру. Как платформа для программного обеспечения с открытым исходным кодом, он также вдохновил миллионы людей попробовать Linux - многих впервые. Самое интересное - это возможность использования устройства в практических проектах, что демонстрируют учебные материалы в новом издании книги "Raspberry Pi: Полное руководство". Возьмите свой Pi и начинайте творить!