Название: Machine Learning Algorithms for Industrial Applications (Studies in Computational Intelligence Book 907)
Автор: Santosh Kumar Das (Editor), Shom Prasad Das (Editor), Nilanjan Dey (Editor), Aboul-Ella Hassanien (Editor)
Издательство: Springer
Год: 2021
Формат: True PDF
Страниц: 320
Размер: 11 Mb
Язык: English

This book explores several problems and their solutions regarding data analysis and prediction for industrial applications. Machine learning is a prominent topic in modern industries: its influence can be felt in many aspects of everyday life, as the world rapidly embraces big data and data analytics. Accordingly, there is a pressing need for novel and innovative algorithms to help us find effective solutions in industrial application areas such as media, healthcare, travel, finance, and retail. In all of these areas, data is the crucial parameter, and the main key to unlocking the value of industry.

Название: Artificial Intelligence and Industrial Applications: Artificial Intelligence Techniques for Cyber-Physical, Digital Twin Systems and Engineering Applications (Lecture Notes in Networks and Systems)
Автор: Tawfik Masrour (Editor), Ibtissam El Hassani (Editor), Anass Cherrafi (Editor)
Издательство: Springer
Год: 2021
Формат: True PDF
Страниц: 341
Размер: 30.7 Mb
Язык: English

This book gathers selected papers from Artificial Intelligence and Industrial Applications (A2IA’2020), the first installment of an annual international conference organized by ENSAM-Meknes at Moulay Ismail University, Morocco.

Название: An Introduction to Data Analysis in R: Hands-on Coding, Data Mining, Visualization and Statistics from Scratch
Автор: Alfonso Zamora Saiz, Carlos Quesada Gonzalez, Llu?s Hurtado Gil, Diego Mondejar Ruiz
Издательство: Springer
Год: 2020
Формат: true pdf/epub
Страниц: 289
Размер: 39.1 Mb
Язык: English

This textbook offers an easy-to-follow, practical guide to modern data analysis using the programming language R. The chapters cover topics such as the fundamentals of programming in R, data collection and preprocessing, including web scraping, data visualization, and statistical methods, including multivariate analysis, and feature exercises at the end of each section. The text requires only basic statistics skills, as it strikes a balance between statistical and mathematical understanding and implementation in R, with a special emphasis on reproducible examples and real-world applications.

Название: Beginning C: From Beginner to Pro Sixth Edition
Автор: German Gonzalez-Morris, Ivor Horton
Издательство: Apress
Год: 2020
Формат: true pdf/epub
Страниц: 690
Размер: 11.6 Mb
Язык: English

Learn how to program using C, beginning from first principles and progressing through step-by-step examples to become a competent, C-language programmer. All you need are this book and any of the widely available C compilers, and you`ll soon be writing real C programs.

Название: Python for beginners: Learn Coding, Programming, Data analysis and Algorithmic thinking with the latest Python Crash Course. A starter guide with tips and tricks for the apprentice programmer
Автор: William Wizner
Издательство: Independently published
Год: 2020
Страниц: 104
Язык: английский
Формат: pdf, mobi, epub
Размер: 10.1 MB

Are you looking for a crash course to learn coding, programming, data analysis, and algorithmic thinking with Python? If yes, then keep reading... Programming is one of the areas in networks that most people in the world focus on as a source of income. With the availability of many cording creation options such as C ++, Python, and Java, you can choose a method that you are expert in, and that will also facilitate your work. In this book, we will focus on Python and why it is better than other programming languages.

Название: Machine Learning: Beginners Step by Step Artificial Intelligence with jаvascript
Автор: Jaromir Gorshkov
Издательство: Independently published
Год: 2020
Язык: английский
Формат: pdf, azw3, epub
Размер: 10.1 MB

Complete hands-on Machine Learning. Machine Learning (ML) and Artificial Intelligence (AI) is everywhere; if you want to know how companies like Google, Amazon, and even Udemy extract meaning and insights from massive data sets, this Machine Learning book will give you the fundamentals you need. Data Scientists enjoy one of the top-paying jobs, with an average salary of $120,000 according to Glassdoor and Indeed. That's just the average! And it's not just about money - it's interesting work too!

Название: From Fractals and Cellular Automata to Biology: Information as Order Hidden Within Chance
Автор: Alberto Strumia
Издательство: WSPC
Год: 2020
Формат: epub
Страниц: 330
Размер: 15.7 Mb
Язык: English

The didactical level of exposition, together with many astonishing images and animations, accompanied by the related simple computer programming codes (in Python and POV-Ray languages) make this book an extremely and unique useful tool to test the power of algorithmic information in generating ordered structure models (2D and 3D) like regular geometric shapes, complex shapes like fractals and cellular automata, and biological systems as the organs of a living body.

Название: Pandas in Action (MEAP Version 4)
Автор: Boris Paskhaver
Издательство: Manning Publications
Год: 2020
Формат: true pdf/epub
Страниц: 214
Размер: 13.6 Mb
Язык: English

Anyone who’s used spreadsheet software will find pandas familiar. While its column-based grids might remind you of Excel or Google Sheets, pandas is more flexible and far more powerful. It can efficiently perform operations on millions of rows and be used in tandem with other Python libraries for statistics, machine learning, and more. And best of all, using pandas doesn’t mean sacrificing user productivity or needing to write tons of complex code. It’s clean, intuitive, and fast.

Название: Apache Pulsar in Action (MEAP Version 4)
Автор: David Kjerrumgaard
Издательство: Manning Publications
Год: 2020
Формат: true pdf/epub
Страниц: 185
Размер: 10.4 Mb
Язык: English

Distributed applications demand reliable, high-performance messaging. The Apache Pulsar server-to-server messaging system provides a secure, stable platform without the need for a stream processing engine like Spark. Contributed by Yahoo to the Apache Foundation, Pulsar is mature and battle-tested, handling millions of messages per second for over three years at Yahoo. Apache Pulsar in Action is a comprehensive and practical guide to building high-traffic applications with Pulsar, delivering extreme levels of speed and durability.

Название: Transfer Learning for Natural Language Processing (MEAP Version 3)
Автор: Paul Azunre
Издательство: Manning Publications
Год: 2020
Формат: true pdf/epub
Страниц: 119
Размер: 13.2 Mb
Язык: English

Transfer Learning for Natural Language Processing is a practical primer to transfer learning techniques capable of delivering huge improvements to your NLP models. Written by DARPA researcher Paul Azunre, this practical book gets you up to speed with the relevant ML concepts before diving into the cutting-edge advances that are defining the future of NLP.