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Machine Learning & Data Science Blueprints for Finance From Building Trading Strategies to Robo-Advisors Using Python

Over the next few decades, machine learning and data science will transform the finance industry. With this practical book, analysts, traders, researchers, and developers will learn how to build machine learning algorithms crucial to the industry. You'll examine ML concepts and over 20 case studies in supervised, unsupervised, and reinforcement learning, along with natural language processing (NLP). Ideal for professionals working at hedge funds, investment and retail banks, and fintech firms, this book also delves deep into portfolio management, algorithmic trading, derivative pricing, fraud detection, asset price prediction, sentiment analysis, and chatbot development. You'll explore real-life problems faced by practitioners and learn scientifically sound solutions supported by code and examples.

Practical C

Learn practical C techniques, including often-needed algorithms within reusable functions. In this book, you'll have the following code and advice at your fingertips: layout and pre-processors; control structures, iterations, and selections; pointers and structures; databases; reusability; lists, arrays, FIFO and stacks; searching and sorting; recursion; binary trees; integration; string utilities in/outside of C; web serving using Mongoose; game application code to build a MathSearch puzzle; and embedded software. Besides providing you with modules that you can immediately put to use, Practical C also teaches you how to leverage the C language in a way that beginner books cannot achieve.

GitHub For Dummies

Once you’ve learned the basics of coding the next step is to start sharing your expertise, learning from other coding pros, or working as a collaborative member of development teams. GitHub is the go-to community for facilitating coding collaboration, and GitHub For Dummies is the next step on your journey as a developer. Written by a GitHub engineer, this book is packed with insight on how GitHub works and how you can use it to become a more effective, efficient, and valuable member of any collaborative programming team.

Design Patterns Building Extensible & Maintainable Object-Oriented Software

You know you don't want to reinvent the wheel, so you look to Design Patterns: the lessons learned by those who've faced the same software design problems. With Design Patterns, you get to take advantage of the best practices and experience of others so you can spend your time on something more challenging. Something more fun. This book shows you the patterns that matter, when to use them and why, how to apply them to your own designs, and the object-oriented design principles on which they're based. Join hundreds of thousands of developers who've improved their object-oriented design skills through Head First Design Patterns.

Reversing. Secrets of Reverse Engineering

Beginning with a basic primer on reverse engineering-including computer internals, operating systems, and assembly language-and then discussing the various applications of reverse engineering, this book provides readers with practical, in-depth techniques for software reverse engineering. The book is broken into two parts, the first deals with security related reverse engineering and the second explores the more practical aspects of reverse engineering. In addition, the author explains how to reverse engineer a third-party software library to improve interfacing and how to reverse engineer a competitor's software to build a better product. The first popular book to show how software reverse engineering can help defend against security threats, speed up development, and unlock the secrets of competitive products. Helps developers plug security holes by demonstrating how hackers exploit reverse engineering techniques to crack copy-protection schemes and identify software targets for viruses and other malware. Offers a primer on advanced reverse-engineering, delving into "disassembly"-code-level reverse engineering and explaining how to decipher assembly language

Методическая записка по технико-экономическому сравнению конструкций частей зданий

На Всесоюзном совещании по строительству, созванном Центральным Комитетом КПСС и Советом Министров СССР и происходившем в период с 10 по 12 апреля 1958 г. было много внимания уделено дальнейшему удешевлению строительства как важной государственной задачи.

Elementary Linear Algebra

Elementary Linear Algebra 12th edition gives an elementary treatment of linear algebra that is suitable for a first course for undergraduate students. The aim is to present the fundamentals of linear algebra in the clearest possible way; pedagogy is the main consideration. Calculus is not a prerequisite, but there are clearly labeled exercises and examples (which can be omitted without loss of continuity) for students who have studied calculus.

Moliyaviy va boshqaruv hisobi

Darslik Davlat ta’lim standarti talablariga muvofiq tayyorlangan bo’lib, unda buxgalteriya hisobining predmeti va usullari, buxgalteriya balansi va uning tuzilishi, asosiy vositalar va nomoddiy aktivlar hisobi, materiallar hisobi, mahsulot (ish va xizmat) larni sotish hisobi, mehnat va unga haq to’lash hisobi, moliyaviy natijalar hisobi, moliyaviy hisobot, iqtisodiy tahlil fanining predmeti va usullari, mahsulot ishlab chiqarish va sotish tahlili, mehnat resurslaridan foydalanish tahlili, asosiy vositalar holati va ulardan foydalanish tahlili, auditorlik tekshiruvlarini tashkil etish, rejalashtirish, o’tkazish va ularning natijalarini rasmiylashtirish tartibi nazariy va amaliy jihatdan keng yoritib berilgan.

Ransomware and Cybercrime

This book covers many cyber and ransomware attacks and events, including how we have gotten to the point of massive digital utilisation, particularly during the global lockdown and COVID-19 pandemic, to online spending that will see twice the monetary amount lost to cybercrime than what is spent online. There is little to no attribution, and with the IC themselves suffering cyberattacks, they are all blamed on being sophisticated ones, of course. We are witnessing the undermining of our entire way of life, our economies, and even our liberties. The IC has lots to answer for and unequivocally created the disastrous situation we are currently in. They currently have little to no answer. We need no, we must demand change. That change must start by ensuring the Internet and all connections to it are secure and no longer allow easy access and exfiltration for both the ICs and cybercriminals.

Practical Test Automation. Learn to Use Jasmine, RSpec, and Cucumber Effectively for Your TDD and BDD

Learn the principles behind test-driven development (TDD) and behavior-driven development (BDD) and see how Jasmine, RSpec and Cucumber can be used to your advantage. This book examines some of the leading technologies used for testing. You'll see how to use Jasmine’s features to work with a JavaScript application. You will learn how to use Mini Test and RSpec with Ruby and Rubymine. Finally, you’ll use Cucumber to develop your software using a BDD approach. Understanding test automation is a vital skill for any web developer. Practical Test Automation breaks down for you some of the important TDD and BDD technologies on the modern web. In this book will study, test an example JavaScript application with Jasmine. Use Jasmine with JS Bin. Work with Minitest for test-driven development. Test an example Ruby project with RSpec. Use Cucumber and Gherkin for behavior-driven development. Integrate Cucumber with RSpec. This Book Is for anyone who wants to learn test automation and more about test-driven development and behavior-driven development.

Python в системном администрировании UNIX и Linux

Книга "Python в системном администрировании UNIX и Linux" демонстрирует, как эффективно решать разнообразные задачи управления серверами UNIX и Linux с помощью языка программирования Python. Каждая глава посвящена определенной задаче, например многозадачности, резервному копированию данных или созданию собственных инструментов командной строки, и предлагает практические методы ее решения на языке Python.Среди рассматриваемых тем: организация ветвления процессов и передача информации между ними с использованием сетевых механизмов, создание интерактивных утилит с графическим интерфейсом, организация взаимодействия с базами данных и создание приложений для Google App Engine. Кроме того, авторы книги создали доступную для загрузки и свободно распространяемую виртуальную машину на базе Ubuntu, включающую исходные тексты примеров из книги и способную выполнять примеры, использующие SNMP, IPython, SQLAlchemy и многие другие утилиты. Издание рассчитано на широкий круг специалистов — всех, кто только начинает осваивать язык Python, будь то опытные разработчики сценариев на языках командной оболочки или относительно мало знакомые с программированием вообще.

Yengil atletika

Ushbu darslik jismoniy tarbiya instituti va "Yengil atletika" fani asosiy fan hisoblangan universitetlarning jismoniy tarbiya fakultetlari talabalari, jismoniy tarbiya mutaxassislari, o‘qituvchilar, malaka oshirish fakulteti tinglovchilari va murabbiylar uchun mo'ljallangan.Darslik O'zbekiston Respublikasi Oliy va o‘rta maxsus ta’lim vazirligining oliy o‘quv yurtlariaro ilmiy-uslubiy Kengashi tomonidan nashrga tavsiya qilingan.

История зарубежной литературы Эпоха Возрождения Том 1

Учебник зарубежной на основе современный концепций. Сущность нового подхода составляют принципы истории идей жанровой поэтики. Обзорно-культурологические главы чередуются с портретами наиболее значительных писателей и разделами, посвященными великим произведениям.

Елимиздиң ҳақыйқый азаматы

Халкымыздың арасында өзиниң өшпес хызметлери, таң қалдыргандай үлгили ислери, әсиресе жасларға устазлық етиўде. жалықпай еткен хызметлери, жақсы иисаныйлык пазыйлетлери менен көзге түскен инсанлардың бири Алламберген Бабаназаровтың басып өткен жолларын келешек жасларымызға үлги етсек арзыйды.

Practical Reverse Engineering

Reverse engineering is the process of analyzing hardware or software and understanding it, without having access to the source code or design documents. Hackers are able to reverse engineer systems and exploit what they find with scary results. Now the good guys can use the same tools to thwart these threats. Practical Reverse Engineering goes under the hood of reverse engineering for security analysts, security engineers, and system programmers, so they can learn how to use these same processes to stop hackers in their tracks. The book covers x86, x64, and ARM (the first book to cover all three); Windows kernel-mode code rootkits and drivers; virtual machine protection techniques; and much more. Best of all, it offers a systematic approach to the material, with plenty of hands-on exercises and real-world examples.

Назарий ва амалий ўқув машғулотларда ўқитиш технологиялари тўплами

Ушбу китобда назарий ва амалий ўқув машғулотларда ўқитиш технологиялари тақдим этилган. Ҳар бир ўқув машғулоти қуйидагиларни ўз ичига олади: ўқув машғулотида ўқитиш технологияси модели, ўқув машғулотининг технологик харитаси, технологик харитага иловалар. Тўплам ўрта махсус, касб-ҳунар таълими муассасалари ўқитувчиларига мўлжалланган, шунингдек педагог кадрлар малакасини ошириш ва қайта тайёрлаш тизими тингловчилари учун ҳам фойдали бўлиши мумкин.