Название: Effective Kotlin: Best practices
Автор: Marcin Moskala
Издательство: Leanpub
Год: 2020-06-20
Страниц: 439
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Effective Kotlin summarizes the best practices and experiences of the Kotlin community, together with a deep explanation of some lesser-known Kotlin functionalities. All of the best practices are presented as simple rules with detailed explanations. Kotlin is a powerful and pragmatic language, but it's not enough to know about its features. We also need to know when they should be used and in what way. This book is a guide for Kotlin developers on how to become excellent Kotlin developers. It presents and explains in-depth the best practices for Kotlin development. Each item is presented as a clear rule of thumb, supported by detailed explanations and practical examples.

Название: Statistics With R: Solving Problems Using Real-World Data
Автор: Jenine K. Harris
Издательство: SAGE Publications
Год: 2021
Формат: PDF
Страниц: 784
Размер: 15 Mb
Язык: English

Drawing on examples from across the social and behavioral sciences, Statistics with R: Solving Problems Using Real-World Data by Jenine K. Harris introduces foundational statistics concepts with beginner-friendly R programming in an exploration of the world’s tricky problems faced by the "R Team" characters. Inspired by the programming group "R Ladies," the R Team works together to master the skills of statistical analysis and data visualization to untangle real-world, messy data using R. The storylines draw students into investigating contemporary issues such as marijuana legalization, voter registration, and the opioid epidemic, and lead them step-by-step through full-color illustrations of R statistics and interactive exercises.

Название: Элементы стиля программирования
Автор: Керниган Б., Плоджер Ф.
Издательство: Радио и связь
Год: 1984
Формат: pdf
Страниц: 161
Размер: 30,7 Мб
Язык: Русский

В книге исследуется большое число фрагментов реальных программ, каждый из которых дает один и более уроков стиля программирования.

Название: Deep Learning including Keras: Beginner’s Guide to Studying with Keras
Автор: Joe Joe
Издательство: Amazon.com Services LLC
Год: 2021
Язык: английский
Формат: pdf, azw3, epub
Размер: 10.1 MB

This book will introduce you to various supervised and unsupervised deep learning algorithms like the multilayer perceptron, linear regression, and other more advanced deep convolutional and recurrent neural networks. You will also learn about image processing, handwritten recognition, object recognition, and much more. Furthermore, you will get familiar with recurrent neural networks like LSTM and GAN as you explore processing sequence data like time series, text, and audio. The book will definitely be your best companion on this great Deep Learning journey with Keras introducing you to the basics you need to know to take the next steps and learn more advanced deep neural networks.

Название: A Primer on Machine Learning in Subsurface Geosciences
Автор: Shuvajit Bhattacharya
Издательство: Springer
Год: 2021
Страниц: 182
Язык: английский
Формат: pdf (true)
Размер: 12.0 MB

This book provides readers with a timely review and discussion of the success, promise, and perils of Machine Learning (ML) in geosciences. It explores the fundamentals of data science and Machine Learning, and how their advances have disrupted the traditional workflows used in the industry and academia, including geology, geophysics, petrophysics, geomechanics, and geochemistry. It then presents the real-world applications and explains that, while this disruption has affected the top-level executives, geoscientists as well as field operators in the industry and academia, Machine Learning will ultimately benefit these users. The book is written by a practitioner of Machine Learning and statistics, keeping geoscientists in mind. This book provides a timely review and discussion of the fundamentals, workflow, proven success, promises, and perils of ML. It can be used as a ready-to-go reference for understanding ML and its nuances in both subsurface and surface applications.

Название: Моделирование процессов и систем в MATLAB
Автор: Лазарев Ю.
Издательство: Питер, BHV
Год: 2005
Cтраниц: 512
Формат: djvu
Размер: 13 мб
Язык: русский

Материал книги является учебным курсом по системе MATLAB. Читатель не только ознакомится с тем, как работать с этой системой в режиме калькулятора, но и изучит программирование в среде MATLAB, в том числе и объектно-ориентированное. Большая часть книги посвящена моделированию физических процессов и технических систем.

Название: Python Programming for Data Analysis
Автор: Jose Unpingco
Издательство: Springer
Год: 2021
Формат: true pdf/epub
Страниц: 271
Размер: 50.8 Mb
Язык: English

This textbook grew out of notes for the ECE143 Programming for Data Analysis class that the author has been teaching at University of California, San Diego, which is a requirement for both graduate and undergraduate degrees in Machine Learning and Data Science. This book is ideal for readers with some Python programming experience. The book covers key language concepts that must be understood to program effectively, especially for data analysis applications. Certain low-level language features are discussed in detail, especially Python memory management and data structures. Using Python effectively means taking advantage of its vast ecosystem.

Название: Fuzzy Logic: Recent Applications and Developments
Автор: Jenny Carter (Editor), Francisco Chiclana (Editor), Arjab Singh Khuman (Editor), Tianhua Chen (Editor)
Издательство: Springer
Год: 2021
Формат: true pdf/epub
Страниц: 268
Размер: 21.4 Mb
Язык: English

Since its inception, fuzzy logic has attracted an incredible amount of interest, and this interest continues to grow at an exponential rate. As such, scientists, researchers, educators and practitioners of fuzzy logic continue to expand on the applicability of what and how fuzzy can be utilised in the real-world. In this book, the authors present key application areas where fuzzy has had significant success. The chapters cover a plethora of application domains, proving credence to the versatility and robustness of a fuzzy approach.

Название: Python Scikit-Learn for Beginners: Scikit-Learn Specialization for Data Scientist
Автор: AI Publishing
Издательство: AI Publishing
Год: 2021
Формат: epub/pdf(conv.)
Страниц: 351
Размер: 21.6 Mb
Язык: English

Scikit-Learn, also known as Sklearn, is a free, open-source machine learning (ML) library used for the Python language. In February 2010, this library was first made public. And in less than three years, it became one of the most popular machine learning libraries on Github.

Название: The Art of Go - Basics: Introduction to Programming in Go for Smart Beginners (Learn Programming for Fun) V.1.16+
Автор: Harry Yoon
Издательство: Coding Books Press
Год: May 2021
Формат: epub/pdf(conv.)
Страниц: 577
Размер: 10.3 Mb
Язык: English

Learn programming in Go for fun.
Go is one of the most popular programming languages. Go is an interesting language. It is much simpler than most other modern programming languages. It is easier to learn. It is easier to use. It is safer to use. It is more fun to use.