Название: Introduction to the Design and Analysis of Algorithms : The Algorithms Guide
Автор: Engr. Michael David
Издательство: Independently published
Год: 2021
Страниц: 78
Язык: английский
Формат: pdf (true)
Размер: 10.15 MB

This book covers techniques for the design and analysis of algorithms. The algorithmic techniques covered include: divide and conquer, backtracking, dynamic programming, greedy algorithms, and hill-climbing. To understand the material presented in this book you need to know a programming language well enough to translate the pseudocode in this book into a working solution. You also need to know the basics about the following data structures: arrays, stacks, queues, linked-lists, trees, heaps (also called priority queues), disjoint sets, and graphs. Additionally, you should know some basic algorithms like binary search, a sorting algorithm (merge sort, heap sort, insertion sort, or others), and breadth-first or depth-first search.

Название: Learn to Code in 30 Days: with MiniScript and Mini Micro
Автор: Joe Strout
Издательство: MiniScript Press
Год: 2021
Страниц: 501
Язык: английский
Формат: epub
Размер: 10.4 MB

If you have ever wanted to learn how to program computers, this is the book for you. Starting at Day 1 you will be writing code using a clean, simple programming language that was designed to be especially easy to learn! With step-by-step examples and clear explanations, this book will guide you from absolute beginner to sophisticated programmer. The skills you learn in this book will provide a firm foundation for programming in any language.

Название: Quantitative Social Science Data with R: An Introduction
Автор: Brian J Fogarty
Издательство: SAGE Publications Ltd
Год: 2019
Страниц: 322
Язык: английский
Формат: pdf
Размер: 59.9 MB

"One of the few books that provide an accessible introduction to quantitative data analysis with R. A particular strength of the text is the focus on ′real world′ examples which help students to understand why they are learning these methods." - Dr Roxanne Connelly, University of York. Relevant, engaging, and packed with student-focused learning features, this book provides the step-by-step introduction to quantitative research and data every student needs. Gradually introducing applied statistics and R, it uses examples from across the social sciences to show you how to apply abstract statistical and methodological principles to your own work.

Название: C Programming in easy steps: Updated for the GNU Compiler version 6.3.0 and Windows 10, 5th Edition
Автор: Mike McGrath
Издательство: In Easy Steps Limited
Год: 2018
Страниц: 197
Язык: английский
Формат: epub
Размер: 10.1 MB

C Programming in easy steps, 5th edition has an easy-to-follow style that will appeal to anyone who wants to begin programming in C, from programmers moving from another programming language, to the student who is studying C programming at school or college, or to those seeking a career in computing who need a fundamental understanding of procedural programming. C Programming in easy steps, 5th edition begins by explaining how to download and install a free C compiler so that you can quickly begin to create your own executable programs by copying the book's examples. You need have no previous knowledge of any programming language so it's ideal for the newcomer to computer programming. Each chapter builds your knowledge of C.

Название: An Introduction to Machine Learning, 3rd Edition
Автор: Miroslav Kubat
Издательство: Springer
Год: 2021
Формат: ePUB, PDF
Страниц: 458
Размер: 20 Mb
Язык: English

This textbook offers a comprehensive introduction to Machine Learning techniques and algorithms. This Third Edition covers newer approaches that have become highly topical, including deep learning, and auto-encoding, introductory information about temporal learning and hidden Markov models, and a much more detailed treatment of reinforcement learning.

Название: Intellij IDEA : Designed for first-time learners, as well as moderate users of IntelliJ
Автор: Prof. David N. Silvers
Издательство: Independently published
Год: 2021
Страниц: 489
Язык: английский
Формат: pdf, epub
Размер: 29.8 MB

IntelliJ IDEA (here after referred as IntelliJ) is one of the most powerful and popular Integrated Development Environments (IDE) for Java. It was developed and is maintained by JetBrains, and is available in community and ultimate edition. This feature-rich IDE enables rapid development and helps in improving code quality. This book starts with a basic introduction and slowly dives deep into the advanced features. This book is targeted for first-time learners, as well as moderate users of IntelliJ. Beginners will get a fair understanding about IntelliJ and its functioning, and others will be able to take their knowledge on this subject to the next level. This book requires that the readers have some preliminary knowledge of the software development process, along with Java programming language.

Название: Структуры данных и проектирование программ
Автор(ы): Круз Р.Л.
Издательство: Лаборатория знаний
Год: 2021
Страниц: 768
Формат: PDF
Размер: 17 Мб
Язык: русский

В качестве фундаментальных средств разработки программ рассматриваются такие вопросы, как структурное решение задач, абстракция данных, принципы программной инженерии и сравнительный анализ алгоритмов. Дано полное освещение большинства модулей знаний, касающихся структур данных и алгоритмов.
Большая часть глав начинается основной темой и сопровождается примерами, приложениями и практическими исследованиями.

Название: Introduction to Machine Learning (Adaptive Computation and Machine Learning), 4th Edition
Автор: Ethem Alpaydin
Издательство: The MIT Press
Год: 2020
Формат: True ePUB
Страниц: 712
Размер: 10 Mb
Язык: English

A substantially revised fourth edition of a comprehensive textbook, including new coverage of recent advances in deep learning and neural networks.
The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Machine learning underlies such exciting new technologies as self-driving cars, speech recognition, and translation applications. This substantially revised fourth edition of a comprehensive, widely used machine learning textbook offers new coverage of recent advances in the field in both theory and practice, including developments in deep learning and neural networks.

Название: Let Us Python - 3rd Edition
Автор: Yashavant Kanetkar, Aditya Kanetkar
Издательство: BPB Publications
Год: 2021
Страниц: 429
Язык: английский
Формат: pdf
Размер: 38.8 MB

Programming landscape has changed significantly over the last few years. Python is making inroads into every field that has anything to do with programming. Naturally, Python programming is a skill that one has to acquire, sooner the better. If you have no programming background and you are learning Python as your first programming language you will find the book very simple to understand. Primary credit of this goes to the Python language - it is very simple for the beginner, yet very powerful for the expert who can tap into its power.

Название: Deep Learning: A Visual Approach
Автор: Andrew Glassner
Издательство: No Starch Press
Год: 2021
Формат: True PDF, ePUB
Страниц: 771
Размер: 46,8 Mb, 62 Mb
Язык: English

A richly-illustrated, full-color introduction to deep learning that offers visual and conceptual explanations instead of equations. You'll learn how to use key deep learning algorithms without the need for complex math.
Ever since computers began beating us at chess, they've been getting better at a wide range of human activities, from writing songs and generating news articles to helping doctors provide healthcare.