Litgu.ru - Литературный Гуру

Название: Practical Fairness (Early Release)
Автор: Aileen Nielsen
Издательство: O’Reilly Media
Год: 2020-02-07
Формат: epub/pdf(conv.)
Размер: 13.4 Mb
Язык: English

Fairness is an increasingly important topic as machine learning and AI more generally take over the world. While this is an active area of research, many realistic best practices are emerging at all steps along the data pipeline, from data selection and preprocessing to blackbox model audits.

Название: Introduction to Computational Economics Using Fortran
Автор: Hans Fehr, Fabian Kindermann
Издательство: Oxford University Press
Год: 2018
Формат: PDF
Страниц: 590
Размер: 10 Mb
Язык: English

Introduction to Computational Economics Using Fortran is the essential guide to conducting economic research on a computer. Aimed at students of all levels of education as well as advanced economic researchers, it facilitates the first steps into writing programs using Fortran.

Название: Python Programming for Beginners: A Step-by-Step Guide to Learn one of the Most Popular and Easy Programming Languages. Learn Basic Python Coding Fast with Examples and Tips
Автор: Julian James McKinnon
Издательство: Amazon.com Services LLC
Год: 2020
Страниц: 249
Язык: английский
Формат: pdf, rtf, epub
Размер: 10.1 MB

In the early 1980s, Python was designed. Initially, Python did not make its mark in the industry as intended due to the absence of adequate marketing. It also had some inbuilt problems relating to the key idea, which worked as an obstacle in its successful route. Today, many programming languages exist. Some are being used, and some are now deemed outdated. The programming situation has altered dramatically over the past few years as designers and programmers are looking for more universal and accessible languages, and this is why the language of Python has lately become so popular.

Название: Data Science 2020: Learn How to Optimize Your Business Using Data Analytics and Machine Learning, 2nd Edition
Автор: Bill Hanson
Издательство: Amazon.com Services LLC
Год: 2020
Страниц: 186
Язык: английский
Формат: pdf, rtf, epub
Размер: 10.1 MB

Data Science 2020 can help you go from novice to expert in no time at all. To keep up with this growing industry, one has to know all the ins and outs, be able to keep up with the fast-moving innovations, and really understand all the nuances of this field. Python is a multi-worldview programming language: a kind of Swiss Army blade for the coding scene. It supports object-situated programming, organized programming, and utilitarian programming designs, among others. There's a joke in the Python people group that "Python is commonly the second-best language for everything."

Название: Learn Python and Data Science in 45 Min
Автор: Mohamed Moussous
Издательство: Amazon.com Services LLC
Год: 2020
Формат: epub/pdf(conv.)
Страниц: 56
Размер: 3 Mb
Язык: English

Python is being used for a long time in a variety of applications and scenarios and is slowly becoming a standard for writing down machine learning and AI applications.
This book gives an overview of Python libraries, it’s for absolute beginners in programming and data science environment.

Название: LEARN JAVA BASICS: Beginner's Guide For Coding
Автор: J TAM
Издательство: Amazon.com Services LLC
Год: 2020
Формат: epub/pdf(conv.)
Страниц: 188
Размер: 10.4 Mb
Язык: English

This book absolutely for beginners.
Learn Java Basics covers Java fundamentals for beginners to learn and understand the concept of coding. This book useful for college exams and job interviews.

Название: Semantic Modeling for Data (Early Release)
Автор: Panos Alexopoulos
Издательство: O’Reilly Media
Год: 2020-04-20
Формат: epub/pdf(conv.)
Размер: 15.3 Mb
Язык: English

Perhaps you’re an information architect on a mission to make your organization’s data more understandable and usable across applications. Or a knowledge engineer working to infuse domain knowledge into the next Alexa or Siri. Or a machine learning expert having difficulty obtaining the right data for your models. If you pursue these or similar tasks, this is your book.

Название: Computational Frameworks for Political and Social Research with Python
Автор: Josh Cutler, Matt Dickenson
Издательство: Springer
Год: 2020
Формат: PDF, EPUB
Страниц: 224
Размер: 13 Mb
Язык: English

This book is intended to serve as the basis for a first course in Python programming for graduate students in political science and related fields. The book introduces core concepts of software development and computer science such as basic data structures (e.g. arrays, lists, dictionaries, trees, graphs), algorithms (e.g. sorting), and analysis of computational efficiency. It then demonstrates how to apply these concepts to the field of political science by working with structured and unstructured data, querying databases, and interacting with application programming interfaces (APIs).

Название: Feature Extraction and Image Processing for Computer Vision, 4th Edition
Автор: Mark Nixon, Alberto Aguado
Издательство: Academic Press
Год: 2020
Формат: PDF
Страниц: 650
Размер: 43,7 Mb
Язык: English

Feature Extraction for Image Processing and Computer Vision is an essential guide to the implementation of image processing and computer vision techniques, with tutorial introductions and sample code in MATLAB and Python. Algorithms are presented and fully explained to enable complete understanding of the methods and techniques demonstrated. As one reviewer noted, "The main strength of the proposed book is the link between theory and exemplar code of the algorithms." Essential background theory is carefully explained.

Название: Don't Teach Coding: Until You Read This Book
Автор: Lindsey Handley, Stephen Foster
Издательство: Jossey-Bass/John Wiley & Sons
Год: 2020
Страниц: 288
Язык: английский
Формат: epub
Размер: 19.6 MB

The definitive resource for understanding what coding is, designed for educators and parents. Even though the vast majority of teachers, parents, and students understand the importance of computer science in the 21st century, many struggle to find appropriate educational resources. Don't Teach Coding: Until You Read This Book fills a gap in current knowledge by explaining exactly what coding is and addressing why and how to teach the subject. Providing a historically grounded, philosophically sensitive description of computer coding, this book helps readers understand the best practices for teaching computer science to their students and their children.