Название: Data Wrangling Using Pandas, SQL, and Java
Автор: Oswald Campesato
Издательство: Mercury Learning and Information
Год: 2023
Страниц: 275
Язык: английский
Формат: pdf (true)
Размер: 13.0 MB

This book contains a fast-paced introduction to as much relevant information about managing data that can be reasonably included in a book of this size. However, you will be exposed to a variety of features of NumPy and Pandas, how to create databases and tables in MySQL, and how to perform many data cleaning tasks and data wrangling. This book is intended primarily for people who plan to become data scientists as well as anyone who needs to perform data cleaning tasks. What do i need to know for this book? Current knowledge of Python 3.x is the most helpful skill. Knowledge of other programming languages (such as Java) can also be helpful because of the exposure to programming concepts and constructs.

Название: Python Tools for Data Scientists: Pocket Primer
Автор: Oswald Campesato
Издательство: Mercury Learning and Information
Год: 2023
Страниц: 323
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

As part of the best-selling Pocket Primer series, this book is designed to provide a thorough introduction to numerous Python tools for data scientists. The book covers features of NumPy and Pandas, how to write regular expressions, and how to perform data cleaning tasks. It includes separate chapters on data visualization and working with Sklearn and SciPy. Companion files with source code are available. This book contains a fast-paced introduction to as much relevant information about Python tools for data scientists as possible that can be reasonably included in a book of this size. If you are a novice, this book will give you a starting point from which you can decide which Python technologies that you want to explore in greater detail.

Название: C++ Move Semantics - The Complete Guide (2022)
Автор: Nicolai M. Josuttis
Издательство: Leanpub
Год: 2022-04-19
Страниц: 262
Язык: английский
Формат: pdf (true), epub
Размер: 10.3 MB

All aspects of C++ move semantics with intutive motivation, compelling examples, and tricky details.The book is complete now and done. Move semantics, introduced with C++11, has become a hallmark of modern C++ programming. However, it also complicates the language in many ways. After several years of support of move semantics experienced programmers struggle with all the details of move semantics. Even for trivial classes, style guides give conflicting or inappropriate advice on how to benefit from move semantics. Time to explain all aspects of C++ move semantics in detail. This book teaches C++ move semantics. Starting from the basic principles, it motivates and explains all the corner cases of move semantics so that as a programmer, you can use move semantics correctly.

Название: Technical Building Blocks: A Technology Reference for Real-world Product Development
Автор: Gaurav Sagar, Vitalii Syrovatsky
Издательство: Apress
Год: 2022
Страниц: 415
Язык: английский
Формат: pdf (true), epub
Размер: 12.2 MB, 11.3 MB

This book offers comprehensive coverage of the various technologies and techniques used to build technical products. You will learn how technical product development is collaboratively done across multiple technical teams, primarily those in software engineering, data engineering, and AI/ML engineering. You will also be introduced to the technologies these teams use to develop features and products.

Название: Go Cookbook: Expert Solutions for Commonly Needed Go Tasks (Fourth Early Release)
Автор: Sau Sheong Chang
Издательство: O’Reilly Media, Inc.
Год: 2022-10-25
Страниц: 111
Язык: английский
Формат: epub (true), pdf, mobi
Размер: 10.27 MB

Go is an increasingly popular language for programming everything from web applications to distributed network services. This practical guide provides recipes to help you unravel common problems and perform useful tasks when working with Go. Each recipe includes self-contained code solutions that you can freely use, along with a discussion of how and why they work. Programmers new to Go can quickly ramp up their knowledge while accomplishing useful tasks, and experienced Go developers can save time by cutting and pasting proven code directly into their applications.

Название: Python for Engineers and Scientists: Concepts and Applications
Автор: Rakesh Nayak, Nishu Gupta
Издательство: CRC Press
Год: 2023
Страниц: 459
Язык: английский
Формат: pdf (true)
Размер: 36.3 MB

The text focuses on the basics of Python programming fundamentals and introduction to present-day applications in technology and the upcoming state-of-art trends in a comprehensive manner. The text is based on Python 3.x and it covers the fundamentals of Python with object-oriented concepts having numerous worked-out examples. It provides a learning tool for the students of beginner level as well as for researchers of advanced level. Each chapter contains additional examples that explain the usage of methods/functions discussed in the chapter. It provides numerous programming examples along with their outputs.

Название: Pandas for Everyone: Python Data Analysis, 2nd Edition (Rough Cuts)
Автор: Daniel Chen
Издательство: Addison-Wesley Professional/Pearson
Год: 2022
Страниц: 336
Язык: английский
Формат: epub
Размер: 10.2 MB

Manage and Automate Data Analysis with Pandas in Python. Today, analysts must manage data characterized by extraordinary variety, velocity, and volume. Using the open source Pandas library, you can use Python to rapidly automate and perform virtually any data analysis task, no matter how large or complex. Pandas can help you ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple data sets. As the name implies, this book is meant for everyone who wants to use Python for data science, whether they are veteran Python users, experienced programmers, statisticians, or entirely new to the field. For people brand new to Python the book contains a collection of appendixes for getting started with the language and for installing both Python and Pandas, and it covers the whole analysis pipeline, including reading data, visualization, data manipulation, modeling, and Machine Learning.

Название: Scala for the Impatient, 3rd Edition
Автор: Cay S. Horstmann
Издательство: Addison-Wesley Professional/Pearson
Год: 2022
Страниц: 400
Язык: английский
Формат: epub, mobi
Размер: 10.3 MB

Scala 3 is concise, consistent, flexible, robust, and efficient, but there's a lot to learn and navigating features and improvements can be challenging. Scala for the Impatient, Third Edition, is a complete yet concise guide that reflects the major enhancements of Scala 3, from improved syntax and revamped type system to powerful contextual abstractions. If you're a Java, Python, C++, or C# programmer who's new to Scala or functional programming--or even if you've already used earlier versions of Scala--this guide will help you write code that's more robust, more efficient, and more secure.

Название: Docker: Up & Running: Shipping Reliable Containers in Production, 3rd Edition (Early Release)
Автор: Sean P. Kane, Karl Matthias
Издательство: O’Reilly Media, Inc.
Год: 2022-10-25
Страниц: 131
Язык: английский
Формат: epub (true), pdf, mobi
Размер: 10.2 MB

Docker and Linux containers have fundamentally changed the way that organizations develop, deliver, and run software at scale. But understanding why these tools are important and how they can be successfully integrated into your organization's ecosystem can be challenging. This fully updated guide provides developers, operators, architects, and technical managers with a thorough understanding of the Docker tool set and how containers can improve almost every aspect of modern software delivery and management. This edition includes significant updates to the examples and explanations that reflect the substantial changes that have occurred since Docker was first released almost a decade ago.

Название: Schematron: a language for validating XML
Автор: Erik Siegel
Издательство: XML Press
Год: 2022
Страниц: 278
Язык: английский
Формат: epub (true), pdf, mobi
Размер: 10.2 MB

Schematron is a validation language that checks XML documents against business rules. It extends the validation provided by languages such as Document Type Definitions (DTD), W3C XML Schema, and RELAX NG, giving you the ability to check your XML documents for compliance with rules that can be difficult, if not impossible, to check with the other validation languages. Schematron: A language for validating XML is aimed at programmers and others who process XML. It explains the language in detail along with many examples. This book is for anyone who wants to learn Schematron or expand their existing knowledge of the language. I assume you have at least a basic knowledge of XML.