Название: Algorithms: Design Algorithms to Solve Common Problems
Автор: Andy Wickler
Издательство: Independently published
Год: 2021
Страниц: 203
Язык: английский
Формат: pdf , epub
Размер: 10.2 MB

Are you interested in furthering your knowledge of algorithms ? Do you want to learn how they work for real-world problems ? Then you've come to the right place. This guide will walk you through algorithm design before digging into some of the top design techniques. Algorithms are sequences of steps used to help solve specific problems that perform some kind of calculation, some data processing, and even automated reasoning. They are used in computer science, data science, and information technology and are one of the most efficient methods that can be expressed in finite space and time. They are often the best way of efficiently representing a specific problem's solution, and they can be implemented in any programming language - they are independent of any specific language, so, while we have used the C++ language for our examples, the algorithms can be implemented in any language you desire.

Название: Essential Math for AI: Next-Level Mathematics for Developing Efficient and Successful AI Systems (Second Early Release)
Автор: Hala Nelson
Издательство: O’Reilly Media, Inc.
Год: 2021-12-10
Язык: английский
Формат: pdf, epub
Размер: 10.17 MB

Companies are scrambling to integrate AI into their systems and operations. But to build truly successful solutions, you need a firm grasp of the underlying mathematics. This accessible guide walks you through the math necessary to thrive in the AI field such as focusing on real-world applications rather than dense academic theory. Engineers, data scientists, and students alike will examine mathematical topics critical for AI--including regression, neural networks, optimization, backpropagation, convolution, Markov chains, and more--through popular applications such as computer vision, natural language processing, and automated systems. And supplementary Jupyter notebooks shed light on examples with Python code and visualizations.

Название: Teaching Computational Thinking: An Integrative Approach for Middle and High School Learning
Автор: Maureen D. Neumann, Lisa Dion
Издательство: The MIT Press
Год: 2021
Страниц: 200
Язык: английский
Формат: epub
Размер: 33.8 MB

A guide for educators to incorporate computational thinking - a set of cognitive skills applied to problem solving - into a broad range of subjects. Computational thinking - a set of mental and cognitive tools applied to problem solving - is a fundamental skill that all of us (and not just computer scientists) draw on. Educators have found that computational thinking enhances learning across a range of subjects and reinforces students’ abilities in reading, writing, and arithmetic. We discuss how to integrate computational thinking into instructional practice, and why, through integrated classroom activities and rich tasks that cross a variety of content areas using computer programming (e.g., Scratch, Codesters, and Python) and follow a low-threshold, high-ceiling, wide-wall learning format. Along with coding experiences, each chapter in this book includes activities that do not rely on the use of digital technology.

Название: Построение распределенных систем на Java
Автор: Свистунов А.Н.
Издательство: ИНТУИТ
Год: 2021
Cтраниц: 315
Формат: pdf
Размер: 41 мб
Язык: русский

В учебном пособии рассказывается о проблемах, cопровождающих разработку распределенных программных систем, и методах решения этих проблем. Все рассмотренные элементы технологии проиллюстрированы примерами, ознакомившись с которыми, читатели получат полное представление о методах разработки распределенных приложений на платформе J2EE. В рамках учебного пособия описан ряд популярных способов разработки распределенных приложений с использованием технологии Java (API java.net, RMI, CORBA, Web-сервисы, JMS).

Название: Beginner's Guide to Code Algorithms: Experiments to Enhance Productivity and Solve Problems
Автор: Deepankar Maitra
Издательство: CRC Press
Год: 2022
Формат: PDF
Страниц: 189
Размер: 19,7 Mb
Язык: English

Do you want to boost your problem solving and logic skills?
Do you want to enhance your career by adopting an algorithmic mindset?
In our increasingly digital world, coding is an essential skill. Communicating an algorithm to a machine to perform a set of tasks is vital. Beginner’s Guide to Code Algorithms: Experiments to Enhance Productivity and Solve Problems written by Deepankar Maitra teaches you how to think like a programmer. The author unravels the secret behind writing code – building a good algorithm. Algorithmic thinking leads to asking the right question and enables a shift from issue resolution to value creation. Having this mindset will make you more marketable to employers.

Название: Kubernetes: Up and Running, 3rd Edition (Early Release)
Автор: Brendan Burns, Joe Beda, Kelsey Hightower, and Lachlan Evenson
Издательство: O’Reilly Media
Год: 2021-12-14: Second Release
Формат: ePUB
Страниц: 89
Размер: 23,4 Mb
Язык: English

In just five years, Kubernetes has radically changed the way developers and ops personnel build, deploy, and maintain applications in the cloud. With this book's updated third edition, you'll learn how this popular container orchestrator can help your company achieve new levels of velocity, agility, reliability, and efficiency--whether you're new to distributed systems or have been deploying cloud native apps for some time.

Название: 75 Python Object Oriented Programming Exercises Volume 1
Автор: Edcorner Learning
Издательство: Edcorner Learning
Год: 2021
Формат: ePUB, PDF
Страниц: 124
Размер: 16,2 Mb
Язык: English

This Book consist of 75 Python Object Oriented Programming coding exercises to practice different topics.
In each exercise we have given the exercise coding statement you need to complete and verify your answers. We also attached our own input output screen of each exercise and their solutions.
Learners can use their own python compiler in their system or can use any online compilers available.
We have covered all level of exercises in this book to give all the learners a good and efficient Learning method to do hands on python different scenarios.

Название: Algorithms: Advanced Data Structures for Algorithms
Автор: Andy Wickler
Издательство: Andy Wickler
Год: 2021
Формат: ePUB, PDF
Страниц: 231
Размер: 10 Mb
Язык: English

Are you studying data science and want to take your learning further ? Data structures are an integral part of data science, machine learning, and algorithms, all aimed at solving programming challenges that might seem insurmountable at the outset.Advanced Data Structures for Algorithms builds on your current knowledge, taking your learning much deeper and teaching you how to solve even the trickiest of challenges.

Название: Creating and Using Virtual Prototyping Software: Principles and Practices
Автор: Douglass Post, Richard Kendall
Издательство: Addison-Wesley Professional/Pearson Education
Год: 2022
Страниц: 352
Язык: английский
Формат: pdf , epub
Размер: 16.3 MB

Develop, Deploy, and Sustain High-Performance Virtual Prototyping for Advanced R&D. Organizations must reduce time-to-market, costs, and risks while producing higher-quality products that grow ever more complex. In response, many are turning to advanced software for rapidly creating and analyzing virtual prototypes, and accurately predicting the performance and behavior of the systems they represent. This requires a deep understanding of physics-based digital engineering and high-performance computing, as well as unique organizational and management skills. Now, Douglass Post and Richard Kendall bring together knowledge that engineers, scientists, developers, and managers will need to build, deploy, and sustain these specialized applications--including information previously available only in proprietary environments.

Название: Cloud Native Security Cookbook: Recipes for a Secure Cloud (Third Early Release)
Автор: Josh Armitage
Издательство: O’Reilly Media, Inc.
Год: 2021-12-21
Страниц: 289
Язык: английский
Формат: epub
Размер: 10.1 MB

With the rise of the cloud, every aspect of IT has been shaken to its core. The fundamentals for building systems are changing, and although many of the principles that underpin security still ring true, their implementation has become unrecognizable. This practical book provides recipes for AWS, Azure, and GCP to help you enhance the security of your own cloud native systems.