Название: Advancing into Analytics: From Excel to Python and R
Автор: George Mount
Издательство: O’Reilly Media
Год: 2021-04-15
Формат: epub/pdf(conv)
Страниц: 632
Размер: 17.5 Mb
Язык: English

Data analytics may seem daunting, but if you're an experienced Excel user, you have a unique head start. With this hands-on guide, intermediate Excel users will gain a solid understanding of analytics and the data stack. By the time you complete this book, you'll be able to conduct exploratory data analysis and hypothesis testing using a programming language.

Название: Python Programming: Using Problem Solving Approach
Автор: Reema Thareja
Издательство: Oxford University Press
Год: 2019
Формат: PDF scan
Страниц: 540
Размер: 39,6 Mb
Язык: English

Python Programming is designed as a textbook to fulfil the requirements of the first-level course in Python programming. It is suited for undergraduate degree students of computer science engineering, IT as well as computer applications. This book will enable students to apply the Python programming concepts in solving real-world problems.
The book begins with an introduction to computers, problem solving approaches, programming languages, object oriented programming, and Python programming. Separate chapters dealing with the important constructs of Python language such as control statements, functions, strings, files, data structures, classes and objects, inheritance, operator overloading, and exceptions are provided in the book.

Название: High Performance Python: Practical Performant Programming for Humans, 2nd Edition
Автор: Micha Gorelick, Ian Ozsvald
Издательство: O'Reilly Media
Год: 2020
Формат: True PDF, EPUB
Страниц: 468
Размер: 10 Mb, 11 Mb
Язык: English

Your Python code may run correctly, but you need it to run faster. Updated for Python 3, this expanded edition shows you how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs. By exploring the fundamental theory behind design choices, High Performance Python helps you gain a deeper understanding of Python’s implementation.

Название: Brief Java: Early Objects, 9th Edition
Автор: Cay S. Horstmann
Издательство: Wiley
Год: 2019
Страниц: 933
Язык: английский
Формат: pdf (true)
Размер: 31.7 MB

Brief Java: Early Objects, 9th Edition focuses on the essentials of effective learning and is suitable for a two-semester introduction to programming sequence. This text requires no prior programming experience and only a modest amount of high school algebra. Objects and classes from the standard library are used where appropriate in early sections with coverage on object-oriented design starting in Chapter 8. This gradual approach allows students to use objects throughout their study of the core algorithmic topics, without teaching bad habits that must be un-learned later.

Название: Constraint Handling in Metaheuristics and Applications
Автор: Anand J. Kulkarni, Efren Mezura-Montes, Yong Wang, Ganesh Krishnasamy
Издательство: Springer
Год: 2021
Страниц: 336
Язык: английский
Формат: pdf (true), epub
Размер: 35.7 MB

Intends to provide a platform for newly developed real-world constrained problems and their state-of-the-art solutions using AI-based metaheuristics. Serves as a platform to explore and exploit the inbuilt characteristics of algorithms for handling constraints. This book aims to discuss the core and underlying principles and analysis of the different constraint handling approaches. The main emphasis of the book is on providing an enriched literature on mathematical modelling of the test as well as real-world problems with constraints, and further development of generalized constraint handling techniques. These techniques may be incorporated in suitable metaheuristics providing a solid optimized solution to the problems and applications being addressed. The book comprises original contributions with an aim to develop and discuss generalized constraint handling approaches/techniques for the metaheuristics and/or the applications being addressed. A variety of novel as well as modified and hybridized techniques have been discussed in the book.

Название: Прикладное программирование
Автор: Никифоров С. Н.
Издательство: Лань
Год: 2021
Формат: PDF
Страниц: 124
Размер: 10 Mb
Язык: Русский

Учебное пособие предназначено для помощи студентам при выполнении лабораторных работ в среде Excel и VBA. Комментируются некоторые особенности программирования, приводятся и поясняются варианты программ. Предназначено для студентов всех специальностей.

Название: Алгебра и геометрия с примерами на Python
Автор: Борзунов С. В., Кургалин С. Д.
Издательство: Лань
Год: 2021 - 2-е изд
Cтраниц: 440
Формат: pdf (ocr)
Размер: 52 мб
Язык: русский

Учебное пособие является современным введением в линейную алгебру и аналитическую геометрию для студентов естественно-научных факультетов вузов. Базовые алгоритмы алгебры и геометрии представлены на языке программирования Python. Помимо разделов, традиционно включаемых в указанные курсы, дается теоретический материал и методы решения практических задач по теории эллиптических кривых, применяемой в криптографии, а также по основам квантовых вычислений.

Название: Real-World Cryptography (MEAP Edition Version 3, 12)
Автор: David Wong
Издательство: Manning Publications
Год: 2019-2021
Формат: true pdf/epub/mobi, true pdf
Страниц: 148, 416
Размер: 11.8 Mb, 26 Mb
Язык: English

If you’re browsing the web, using public APIs, making and receiving electronic payments, registering and logging in users, or experimenting with blockchain, you’re relying on cryptography. And you’re probably trusting a collection of tools, frameworks, and protocols to keep your data, users, and business safe. It’s important to understand these tools so you can make the best decisions about how, where, and why to use them. Real-World Cryptography teaches you applied cryptographic techniques to understand and apply security at every level of your systems and applications.

Название: Algorithms and Data Structures for Massive Datasets (MEAP Version 1, 3)
Автор: Dzejla Medjedovic, Emin Tahirovic, and Ines Dedovic
Издательство: Manning Publications
Год: 2020
Формат: true pdf/epub, true pdf
Размер: 23.3 Mb, 19 Mb
Язык: English

Data structures and algorithms that are great for traditional software may quickly slow or fail altogether when applied to huge datasets. Algorithms and Data Structures for Massive Datasets introduces a toolbox of new techniques that are perfect for handling modern big data applications. You’ll discover methods for reducing and sketching data so it fits in small memory without losing accuracy, and unlock the algorithms and data structures that form the backbone of a big data system. Filled with fun illustrations and examples from real-world businesses, you’ll learn how each of these complex techniques can be practically applied to maximize the accuracy and throughput of big data processing and analytics.

Название: Machine Learning Bookcamp: Build a portfolio of real-life projects (MEAP v10)
Автор: Alexey Grigorev
Издательство: Manning Publications
Год: 2021
Формат: PDF
Страниц: 502
Размер: 16 Mb
Язык: English

The only way to learn is to practice! In Machine Learning Bookcamp, you’ll create and deploy Python-based machine learning models for a variety of increasingly challenging projects. Taking you from the basics of machine learning to complex applications such as image and text analysis, each new project builds on what you’ve learned in previous chapters. By the end of the bookcamp, you’ll have built a portfolio of business-relevant machine learning projects that hiring managers will be excited to see.