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Название: Practical Time Series Analysis: Prediction with Statistics and Machine Learning (Early Release)
Автор: Aileen Nielsen
Издательство: O’Reilly Media
ISBN: 1492041653
Год: 2019
Страниц: 159
Язык: английский
Формат: pdf, djvu
Размер: 10.17 MB

Solve the most common data engineering and analysis challenges for modern time series data. This book provides an accessible well-rounded introduction to time series in both R and Python that will have software engineers, data scientists, and researchers up and running quickly and competently to do time-related analysis in their field of interest. Author Aileen Nielsen also offers practical guidance and use cases from the real world, ranging from healthcare and finance to scientific measurements and social science projections. This book offers a more varied and cutting-edge approach to time series than is available in existing books on this topic.

Название: Information Security and Privacy, ACISP 2017, Part 1
Автор: Josef Pieprzyk and Suriadi Suriadi
Издательство: Springer
Год: 2017
Формат: PDF
Размер: 13 Мб
Язык: английский / English

The two volume set LNCS 10342 and 10343 constitutes the refereed Proceedings of the 22nd Australasian Conference on Information Security and Privacy, ACISP 2017, held in Auckland, New Zealand, in July 2017. The 45 revised full papers, 2 keynotes, 8 invited papers and 10 short papers presented in this double volume, were carefully revised and selected from 150 submissions. The papers of Part I (LNCS 10342) are organized in topical sections on public key encryption; attribute-based encryption; identity-based encryption; searchable encryption; cryptanalysis; digital signatures. The papers of Part II (LNCS 10343) are organized in topical sections on symmetric cryptography; software security; network security; malware detection; privacy; authentication; elliptic curve cryptography.

Название: javascript Data Structures and Algorithms: An Introduction to Understanding and Implementing Core Data Structure and Algorithm
Автор: Sammie Bae
Издательство: Apress
Год: 2019
Язык: английский
Формат: pdf (true), epub
Размер: 12.5 MB

Explore data structures and algorithm concepts and their relation to everyday javascript development. A basic understanding of these ideas is essential to any javascript developer wishing to analyze and build great software solutions. You'll discover how to implement data structures such as hash tables, linked lists, stacks, queues, trees, and graphs. You'll also learn how a URL shortener, such as bit.ly, is developed and what is happening to the data as a PDF is uploaded to a webpage. This book covers the practical applications of data structures and algorithms to encryption, searching, sorting, and pattern matching. It is crucial for javascript developers to understand how data structures work and how to design algorithms. This book and the accompanying code provide that essential foundation for doing so.

Название: Deep Learning and the Game of Go
Автор: Max Pumperla, Kevin Ferguson
Издательство: Manning Publications
Год: 2019
Язык: английский
Формат: pdf
Размер: 17.0 MB

Deep Learning and the Game of Go introduces deep learning by teaching you to build a Go-winning bot. As you progress, you'll apply increasingly complex training techniques and strategies using the Python deep learning library Keras. You'll enjoy watching your bot master the game of Go, and along the way, you'll discover how to apply your new deep learning skills to a wide range of other scenarios!

Название: Learn Raspberry Pi Programming with Python (+sources)
Автор: Wolfram Donat
Издательство: Apress
Год: 2014
Страниц: 244
ISBN: 978-1-4302-6424-8
Формат: PDF
Размер: 11.7 Мб
Язык: English

Learn Raspberry Pi Programming with Python will show you how to program your nifty new $35 computer to make a web spider, a weather station, a media server, and more. You'll learn how to program in Python on your Raspberry Pi with hands-on examples and fun projects.

Название: C# for Tweens and Teens (Black & White Edition): Learn Computational and Algorithmic Thinking
Автор: Aristides S. Bouras and Loukia V. Ainarozidou
Издательство: CreateSpace Independent Publishing Platform
ISBN: 1973727765
Год: 2017
Страниц: 463
Язык: английский
Формат: pdf (true)
Размер: 18.1 MB

Algorithmic Thinking involves more than just learning code. It is a problem solving process that involves learning how to code! This book teaches computational and algorithmic thinking by taking very seriously one thing for granted—that the reader knows absolutely nothing about computer programming! C# is unquestionably a very popular programming language and this book can help you enter the programming world with C#. With 370 pages (many of which are illustrated), and more than 100 solved and 200 unsolved exercises, over 250 true/false, 100 multiple choice, and 100 review questions (the solutions and the answers to which can be found on the Internet), this book is ideal for kids 10+ and their parents, students, teachers, or for anyone who wants to start learning or teaching computer programming using the proper conventions and techniques.

Название: Data Science from Scratch: First Principles with Python Second Edition
Автор: Joel Grus
Издательство: O'Reilly Media
Год: 2019
Формат: epub/pdf
Страниц: 406
Размер: 13.7 Mb
Язык: English

To really learn data science, you should not only master the tools—data science libraries, frameworks, modules, and toolkits—but also understand the ideas and principles underlying them. Updated for Python 3.6, this second edition of Data Science from Scratch shows you how these tools and algorithms work by implementing them from scratch.
If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with the hacking skills you need to get started as a data scientist. Packed with new material on deep learning, statistics, and natural language processing, this updated book shows you how to find the gems in today’s messy glut of data.

Название: Computer Modeling Applications for Environmental Engineers, 2nd Edition
Автор: Mohammed Isam Mohammed Abdel-Magid
Издательство: CRC Press
Год: 2017
Формат: true pdf/azw3
Страниц: 530
Размер: 12 Mb
Язык: English

Computer Modeling Applications for Environmental Engineers in its second edition incorporates changes and introduces new concepts using Visual Basic.NET, a programming language chosen for its ease of comprehensive usage. This book offers a complete understanding of the basic principles of environmental engineering and integrates new sections that address Noise Pollution and Abatement and municipal solid-waste problem solving, financing of waste facilities, and the engineering of treatment methods that address sanitary landfill, biochemical processes, and combustion and energy recovery. Its practical approach serves to aid in the teaching of environmental engineering unit operations and processes design and demonstrates effective problem-solving practices that facilitate self-teaching. A vital reference for students and professional sanitary and environmental engineers this work also serves as a stand-alone problem-solving text with well-defined, real-work examples and explanations.

Название: Secret History: The Story of Cryptology
Автор: Craig P. Bauer
Издательство: CRC Press
Год: 2013
Формат: PDF
Размер: 134 Мб
Язык: английский / English

Most available cryptology books primarily focus on either mathematics or history. Breaking this mold, Secret History: The Story of Cryptology gives a thorough yet accessible treatment of both the mathematics and history of cryptology. Requiring minimal mathematical prerequisites, the book presents the mathematics in sufficient detail and weaves the history throughout the chapters. In addition to the fascinating historical and political sides of cryptology, the author?a former Scholar-in-Residence at the U.S. National Security Agency (NSA) Center for Cryptologic History?includes interesting instances of codes and ciphers in crime, literature, music, and art.

Название: Image and Graphics Technologies, IGTA 2018
Автор: Yongtian Wang, Zhiguo Jiang
Издательство: Springer
Год: 2018
Формат: PDF
Размер: 32 Мб
Язык: английский / English

This book constitutes the refereed proceedings of the 13th Chinese Conference on Image and Graphics Technologies and Applications, IGTA 2018, held in Beijing, China in April, 2018. The 64 papers presented were carefully reviewed and selected from 138 submissions. They provide a forum for sharing progresses in the areas of image processing technology; image analysis and understanding; computer vision and pattern recognition; big data mining, computer graphics and VR; as well as image technology applications.