Название: Основы научных расчётов на языке программирования Python
Автор: Хайбрахманов С.А.
Издательство: Челябинск : Челябинский государственный университет
Год: 2019
Формат: pdf
Страниц: 96
Размер: 11 mb
Язык: русский

Излагаются основы научных расчётов на языке программирования Python. Приводятся и демонстрируются базовые возможности библиотек NumPy для работы с многомерными массивами, Matplotlib для визуализации данных и SciPy для научных расчётов и анализа данных. Рассматриваются примеры решения некоторых математических и физических задач с помощью библиотек NumPy, Matplotlib и SciPy.

Название: Application Security Program Handbook: A guide for software engineers and team leaders (MEAP)
Автор: Derek Fisher
Издательство: Manning Publications
Год: 2022 v2
Формат: PDF
Страниц: 155
Размер: 10 Mb
Язык: English

Go beyond basic testing! Great software testing makes the entire development process more efficient, from understanding your code before you write it to catching bugs in tricky corner cases.
Effective Software Testing is a hands-on guide to creating high quality tests, from your first line of code through pre-delivery checks. It’s full of techniques drawn from proven research in software engineering. You’ll learn to efficiently engineer tests specifically for your software and end reliance on generic testing practices that may be right for every project.

Название: Effective Software Testing: A developer's guide (MEAP)
Автор: Maurнcio Aniche
Издательство: Manning Publications
Год: 2022 v4
Формат: PDF
Страниц: 372
Размер: 18 Mb
Язык: English

Go beyond basic testing! Great software testing makes the entire development process more efficient, from understanding your code before you write it to catching bugs in tricky corner cases.
Effective Software Testing is a hands-on guide to creating high quality tests, from your first line of code through pre-delivery checks. It’s full of techniques drawn from proven research in software engineering. You’ll learn to efficiently engineer tests specifically for your software and end reliance on generic testing practices that may be right for every project.

Название: Programming ML.NET
Автор:Dino Esposito, Francesco Esposito
Издательство: Microsoft Press/Pearson Education
Год: 2022
Страниц: 256
Язык: английский
Формат: pdf, epub
Размер: 16.4 MB

With .NET 5’s ML.NET and Programming ML.NET, any Microsoft .NET developer can solve serious machine learning problems, increasing their value and competitiveness in some of today’s fastest-growing areas of software development. World-renowned Microsoft development expert Dino Esposito covers everything you need to know about ML.NET, the machine learning pipeline, and real-world machine learning solutions development. Modeled on his popular Programming ASP.NET books, this guide takes the same scenario-based approach Microsoft’s team used to build the ML.NET framework itself. Esposito presents and illuminates ML.NET’s dedicated mini-frameworks (“ML Tasks”) for specific classes of problems, and draws on personal experience to help developers apply these in the real world, where a problem’s complexity can vary widely based on data availability or the specific results you need.

Название: Python Programming Reference Guide: A Comprehensive Guide for Beginners to Master the Basics of Python Programming Language with Practical Coding & Learning Tips
Автор: Coleman Newton
Издательство: Independently published
Год: 2021
Страниц: 104
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Whenever you are thinking of a widely used, high level programming language, you have python as your favorite option. Established in the early nineties by Guido Van Rossum, and then it was later developed by the Python Software Foundation (PSF). The motive behind its design was on the readability of code, thus its syntax gives the chance for programmers to show the concepts they're made of in just a fewer code lines. You might just be interested in programming, whether you have done it before or not, or might be a student, or in the category of the working class, with the aim of upgrading yourself in the line of programming, and if you fall into any of these, you're on the right track. If you had ever thought of a great programming language suitable for building your next software and website, learning machine, conducting some data analysis, designing, or automating tasks, you have got Python programming at your back.

Название: Machine Learning: The Basics
Автор: Alexander Jung
Издательство: Springer
Год: 2022
Формат: ePUB, PDF
Страниц: 225
Размер: 23,6 Mb
Язык: English

Machine learning (ML) has become a commonplace element in our everyday lives and a standard tool for many fields of science and engineering. To make optimal use of ML, it is essential to understand its underlying principles.

Название: Язык R в задачах науки о данных: импорт, подготовка, обработка, визуализация и моделирование данных
Автор: Уикем Хэдли, Гроулмунд Гарретт
Издательство: Диалектика
Год: 2018
Формат: PDF
Страниц: 578
Размер: 31,4 Mb
Язык: Русский

Овладейте искусством превращения необработанных первичных данных в плодотворные догадки, гипотезы и новые знания с помощью языка R. Эта книга задумана как введение в вычислительную среду R, среду разработки RStudio и библиотеку tidyverse - коллекцию пакетов, совместное использование которых обеспечивает быстроту и легкость анализа данных. Книга ориентирована на читателей, не имеющих предварительного опыта программирования, и предназначена для того, чтобы помочь им в как можно более короткие сроки начать решать задачи науки о данных.

Название: 53 Must Do Python Projects For All
Автор: Edcorner Learning
Издательство: Edcorner Learning
Год: 2022
Формат: ePUB, PDF
Страниц: 231
Размер: 10 Mb
Язык: English

This Book consist of 53 Must Do Python Projects for All Developers/Students to practice different projects and scenarios. Use these learnings in professional tasks or daily learning projects.
All 53 projects are divided into different modules, every project is special in its own way of performing daily task by a developer. Every project has its source codes which learners can copy and practice/use on their own systems. If there is special requirement for any projects, its already mentioned in the book.

Название: Personalized Machine Learning
Автор: Julian McAuley
Издательство: Cambridge University Press
Год: 2022
Страниц: 337
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Every day we interact with Machine Learning systems offering individualized predictions for our entertainment, social connections, purchases, or health. These involve several modalities of data, from sequences of clicks to text, images, and social interactions. This book introduces common principles and methods that underpin the design of personalized predictive models for a variety of settings and modalities. The book begins by revising 'traditional' Machine Learning models, focusing on adapting them to settings involving user data, then presents techniques based on advanced principles such as matrix factorization, deep learning, and generative modeling, and concludes with a detailed study of the consequences and risks of deploying personalized predictive systems. A series of case studies in domains ranging from e-commerce to health plus hands-on projects and code examples will give readers understanding and experience with large-scale real-world datasets and the ability to design models and systems for a wide range of applications.

Название: Mastering Swift: A Beginner's Guide (Mastering Computer Science)
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2022
Формат: PDF
Страниц: 351
Размер: 10 Mb
Язык: English

Mastering Swift introduces Apple’s excellent Swift standard library style and incorporates usage feedback across multiple Swift projects. However, it should be regarded as a living, changeable document and the basis upon which the programming language is implemented.