Название: Python Programming: 2 Books in 1: Python For Beginners & Machine Learning Автор: Kevin Cooper Издательство: Amazon Digital Services LLC Год: 2019 Страниц: 281 Язык: английский Формат: pdf, epub Размер: 11.7 MB
Are you curious about joining the Python world? If you want start learning Python but you're afraid that it's too difficult, this book is for you. This book explains Python in detail with the help of detailed coding examples that are usually not available in Python beginner-level books and that will make your journey easier. Python is a robust programming language and supports both functional and object-oriented concepts. We took a lot of care and we tried to explain a lot of concepts that are important for the success of an entry-level programmer. Along with all these basic concepts, we have tried to give some practical examples which can help the reader understand the concepts better.
Название: Craft of Computer Programming Автор: Norman Khalid Издательство: Amazon Digital Services LLC Год: 2019 Страниц: 215 Язык: английский Формат: pdf, djvu Размер: 10.1 MB
This book covers the fundamental material from a software engineering course. It is reasonable for all programming dialects and doesn't concentrate on a specific language. Reasonable for starting developers and middle of the road software engineers.
From the beginning of software time, people have wondered why it isn’t possible to accelerate software projects by simply adding staff. This is sometimes known as the “nine women can’t make a baby in one month” problem. The most famous treatise declaring this to be impossible is Fred Brooks’ 1975 book The Mythical Man-Month, in which he declares that “adding more programmers to a late software project makes it later,” and indeed this has proven largely true over the decades.
Название: Complete Maya Programming: An Extensive Guide to MEL and C++ API Автор: David Gould Издательство: Morgan Kaufmann Год: 2003 Формат: PDF Страниц: 528 Размер: 17 Mb Язык: English
Learning Maya, the world's leading 3D animation and effects package, is a challenge, especially for those who want to master Maya's versatile programming features in addition to its built-in tools. Finally, here is a practical, step-by-step guide that shows how to use Maya to its fullest potential, beginning with the basics. Readers of Complete Maya Programming will first gain a thorough understanding of Maya's inner workings, and then learn how to customize and extend Maya with scripts and plugins that take control and productivity to new levels.
Название: Serious Cryptography: A Practical Introduction to Modern Encryption (Corrections, 2-Jan-2020) Автор: Jean-Philippe Aumasson Издательство: No Starch Press Год: 2017/With some corrections, 2-Jan-2020 Страниц: 312 Язык: английский Формат: epub, pdf (conv) Размер: 10.1 MB
Serious Cryptography was written by one of the foremost experts in applied cryptography, but it’s not targeted at other experts. Nor, for that matter, is it intended as a superficial overview of the field. On the contrary, it contains a thorough and up-to-date discussion of cryptographic engineering, designed to help practitioners who plan to work in this field do better. In these pages, you’ll learn not only how cryptographic algorithms work, but how to use them in real systems.
Название: Probability with R: An Introduction with Computer Science Applications, 2nd Edition Автор: Jane M. Horgan Издательство: Wiley Год: 2020 Страниц: 473 Язык: английский Формат: pdf (true) Размер: 13.1 MB
Provides a comprehensive introduction to probability with an emphasis on computing-related applications. This self-contained new and extended edition outlines a first course in probability applied to computer-related disciplines. As in the first edition, experimentation and simulation are favoured over mathematical proofs. The freely down-loadable statistical programming language R is used throughout the text, not only as a tool for calculation and data analysis, but also to illustrate concepts of probability and to simulate distributions. The examples in Probability with R: An Introduction with Computer Science Applications, Second Edition cover a wide range of computer science applications, including: testing program performance; measuring response time and CPU time; estimating the reliability of components and systems; evaluating algorithms and queuing systems.
Название: Federated Learning (Synthesis Lectures on Artificial Intelligence and Machine Learning) Автор: Qiang Yang, Yang Liu Издательство: Morgan & Claypool Год: 2019 Страниц: 209 Язык: английский Формат: pdf (true) Размер: 10.1 MB
How is it possible to allow multiple data owners to collaboratively train and use a shared prediction model while keeping all the local training data private? Traditional Machine Learning approaches need to combine all data at one location, typically a data center, which may very well violate the laws on user privacy and data confidentiality. Today, many parts of the world demand that technology companies treat user data carefully according to user-privacy laws. The European Union's General Data Protection Regulation (GDPR) is a prime example. In this book, we describe how Federated Machine Learning addresses this problem with novel solutions combining distributed machine learning, cryptography and security, and incentive mechanism design based on economic principles and game theory.
Название: General Video Game Artificial Intelligence (Synthesis Lectures on Games and Computational Intelligence) Автор: Diego Perez Liebana, Simon M. Lucas, Raluca D. Gaina Издательство: Morgan & Claypool Publishers Год: 2019 Формат: True PDF Страниц: 192 Размер: 21.4 Mb Язык: English
Research on general video game playing aims at designing agents or content generators that can perform well in multiple video games, possibly without knowing the game in advance and with little to no specific domain knowledge. The general video game AI framework and competition propose a challenge in which researchers can test their favorite AI methods with a potentially infinite number of games created using the Video Game Description Language. The open-source framework has been used since 2014 for running a challenge. Competitors around the globe submit their best approaches that aim to generalize well across games. Additionally, the framework has been used in AI modules by many higher-education institutions as assignments, or as proposed projects for final year (undergraduate and Master's) students and Ph.D. candidates.
This book presents studies involving algorithms in the machine learning paradigms. It discusses a variety of learning problems with diverse applications, including prediction, concept learning, explanation-based learning, case-based (exemplar-based) learning, statistical rule-based learning, feature extraction-based learning, optimization-based learning, quantum-inspired learning, multi-criteria-based learning and hybrid intelligence-based learning.
Название: A Course in Cryptography Автор: Heiko Knospe Издательство: American Mathematical Society Год: 2019 Формат: PDF, FB2 Страниц: 323 Размер: 10,5 Mb Язык: English
This book provides a compact course in modern cryptography. The mathematical foundations in algebra, number theory and probability are presented with a focus on their cryptographic applications. The text provides rigorous definitions and follows the provable security approach. The most relevant cryptographic schemes are covered, including block ciphers, stream ciphers, hash functions, message authentication codes, public-key encryption, key establishment, digital signatures and elliptic curves. The current developments in post-quantum cryptography are also explored, with separate chapters on quantum computing, lattice-based and code-based cryptosystems. Many examples, figures and exercises, as well as SageMath (Python) computer code, help the reader to understand the concepts and applications of modern cryptography.
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