Название: Go Data Structures and Algorithms
Автор: Christopher Fox
Издательство: bookboon.com
Год: 2018
Страниц: 374
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

A concise introduction to data structures and algorithms in Go. Data structures are presented in a container hierarchy that includes stacks and queues as non-traversable dispensers, and lists, sets, and maps as traversable collections. Algorithm analysis is introduced and applied to linear and binary search, bubble sort, selection sort, insertion sort, merge sort and quicksort. The book also covers heaps and heapsort, unbalanced binary search trees, AVL trees, 2-3 trees, hashing, graph representations, and graph algorithms based on depth-and breadth-first search. Code is presented in Go (more about this in a moment), but the book does not teach Go and it does not include reference material about the language. The book does include features of pedagogical value: every chapter has review questions with answers, and a set of exercises. There is also a glossary at the end. The book (and versions of it using other programming languages) has been used successfully for several years to teach introductory algorithms and data structures at James Madison University. Many students have commented appreciatively regarding its brevity, clarity, and low cost. Go is a relatively new language from Google, and many students are interested in learning it. Overall, Go is an excellent choice for teaching algorithms and data structures.

Название: Coding & Programming The Complete Manual - Winter 2022
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Страниц: 216
Язык: английский
Формат: pdf (true)
Размер: 67.3 MB

The essential step-by-step manual for improving your Python, Linux, Windows & C++ coding skills. Coding is everywhere. From your TV through to the International Space Station, you’ll find millions of lines of code controlling and delivering the services that we take for granted. Behind all this code are the programmers who develop our digital world, using a multitude of different languages to weave the fabric of the Internet, operating systems, games and modern entertainment. Whether it’s inside the world’s most powerful supercomputer or automating tasks aboard the ISS, scripting is the key to effective interaction between systems and people. The Complete Coding Manual Series aims to help you get the most from your coding experience. Inside this book, you will find ideas, concepts, tutorials, hints and projects that will take you from being a beginner to an advanced programmer who understands several languages (Python, C++) and how to form your own code.

Название: C++ & Python for Beginners - 13th Edition 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Язык: английский
Формат: pdf
Размер: 36.1 MB

Изучите основы Python и C++ и расширьте свои навыки! Высококачественный справочник, содержащий подробные руководства от команды экспертов. Изучайте Python и применяйте его в реальных программах. Начните изучать основы C++ и лучшие советы по работе с кодом. Python и C++ - два самых мощных и многофункциональных языка программирования. Умение понимать и использовать любой из них позволит вам лучше понять современные технологии и то, как они взаимодействуют с нами и окружающей средой.

Название: Practical Artificial Intelligence for Internet of Medical Things: Emerging Trends, Issues, and Challenges
Автор: Ben Othman Soufene, Chinmay Chakraborty, Faris A. Almalki
Издательство: CRC Press
Год: 2023
Страниц: 346
Язык: английский
Формат: pdf (true)
Размер: 14.2 MB

This book covers the fundamentals, applications, algorithms, protocols, emerging trends, problems, and research findings in the field of Artificial Intelligence (AI) and Internet of things (IoT) in smart healthcare. It includes case studies, implementation and management of smart healthcare systems using AI. Chapters focus on AI applications in Internet of Healthcare Things, provide working examples on how different types of healthcare data can be used to develop models and predict diseases using Machine Learning and AI, with the real-world examples. This book is aimed at Researchers and graduate students in Computer Engineering, Artificial Intelligence and Machine Learning, Biomedical Engineering, and Bioinformatics.

Название: Machine Learning Simplified: An introduction to Supervised and Unsupervised Learning
Автор: Jose George
Издательство: KJ Publishing
Год: 2022
Страниц: 166
Язык: английский
Формат: pdf, epub
Размер: 11.2 MB

Machine Learning is a complex subject area. Our goal in this lesson is to introduce you to some of the most common terms and ideas used in Machine Learning. I will then walk you through the different steps involved in Machine Learning (ML) and finish with a series of examples that use Machine Learning to solve real-world situations. After reading this book, you will understand everything that comes into the scope of supervised Machine Learning. You will be able to not only understand nitty-gritty details of mathematics, but also explain to anyone how things work on a high level. Machine Learning (ML) is a modern software development technique and a type of Artificial Intelligence (AI) that enables computers to solve problems by using examples of real-world data. It allows computers to automatically learn and improve from experience without being explicitly programmed to do so.

Название: Машинное обучение в Elastic Stack
Автор: Кольер Р., Монтонен К., Азарами Б.
Издательство: ДMK
Год: 2021 (2022)
Cтраниц: 380
Формат: pdf
Размер: 24 мб
Язык: русский

Elastic Stack – это комплексное решение для анализа журналов, которое помогает пользователям эффективно получать, обрабатывать и анализировать данные поиска. Книга содержит всесторонний обзор функций машинного обучения Elastic Stack (Elastic ML) как для анализа данных временных рядов, так и для классификации, регрессии и обнаружения выбросов.

Название: Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning, 2nd Edition (Fourth Early Release)
Автор: Kyle Gallatin, Chris Albon
Издательство: O’Reilly Media, Inc.
Год: 2023-01-18
Страниц: 223
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.1 MB

This practical guide provides more than 200 self-contained recipes to help you solve machine learning challenges you may encounter in your work. If you're comfortable with Python and its libraries, including pandas and scikit-learn, you'll be able to address specific problems all the way from loading data to training models and leveraging neural networks. NumPy is a foundational tool of the Python Machine Learning stack. NumPy allows for efficient operations on the data structures often used in machine learning: vectors, matrices, and tensors. While NumPy is not the focus of this book, it will show up frequently throughout the following chapters. This chapter covers the most common NumPy operations we are likely to run into while working on Machine Learning workflows.

Название: Fun Games with Scratch 3.0: Learn to Design High Performance, Interactive Games in Scratch
Автор: Arijit Mallick, Abhay B. Joshi
Издательство: BPB Publications
Год: 2023
Страниц: 196
Язык: английский
Формат: pdf, epub (true)
Размер: 10.2 MB

Kickstart your child's coding journey with Scratch. Scratch is a free, visually engaging programming tool for teaching simple programming concepts to the kids. This programming language helps the kids to create simple programs and games in a fun and playful way. “Fun Games with Scratch 3.0” is carefully crafted to help budding learners and coding enthusiasts get started with programming. The book starts with the basics of Scratch programming and its principles. The initial animation projects set the much-needed foundations in storytelling and feature design. You will also learn how to use advanced Scratch programming to make high-quality games. Throughout the book, you will build interesting games like Maze Runner, Apple Dash & Hungry Worm. This book is designed to promote learning computational thinking as the first stepping stone for young students wanting to explore computer technology and apply it to their own fields of interest. Building interactive animation and games is a great process to achieve this, with a comprehensive tool like Scratch.

Название: Learning Vue: Core Concepts and Practical Patterns for Reusable, Composable, Scalable User Interfaces (Early Release)
Автор: Maya Shavin
Издательство: O’Reilly Media, Inc.
Год: 2023-01-17
Страниц: 99
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.1 MB

Learn the core concepts of Vue.js, the modern jаvascript framework for building frontend applications and interfaces from scratch. Through concise, practical, and clear examples, this book takes web developers step-by-step through the tools and libraries in the Vue.js ecosystem and how to use them to create complete applications for real-world web projects. Author Maya Shavin explains how to create a complete application development process using a variety of tools in the Vue.js library. You'll learn how to handle data communication between components with Pinia architecture, develop a manageable routing system for a frontend project to control the application flow, and produce basic animation effects to create a better user experience. Initially released in 2014, Vue.js has experienced rapid adoption, especially in 2018. Vue is considered a well-loved framework within the developer community, thanks to its ease of use and flexibility. If you are looking for a great tool to build and ship excellent performant web applications to the end-users, Vue.js probably is the answer.

Название: Artificial Intelligence and Machine Learning Powered Public Service Delivery in Estonia
Автор: Martin Ebers, Paloma Kroot Tupay
Издательство: Springer
Год: 2023
Страниц: 253
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

This book gives a comprehensive overview of the state of Artificial Intelligence (AI), especially Machine Learning (ML) applications in public service delivery in Estonia, discussing the manifold ethical and legal issues that arise under both European and Estonian law. Final conclusions and recommendations set out and analyze various policy options for the public sector, taking into account recent developments at the European level – such as the AIA proposal – as well as the experience of countries that have issued principles and guidelines or even laws for the use of ML in the public sector.