Название: Introduction to Machine Learning with R: Rigorous Mathematical Analysis
Автор: Scott V. Burger
Издательство: O'Reilly Media
Год: 2018
Страниц: 226
Формат: True PDF, EPUB
Размер: 10 Mb
Язык: English

Machine learning is an intimidating subject until you know the fundamentals. If you understand basic coding concepts, this introductory guide will help you gain a solid foundation in machine learning principles. Using the R programming language, you’ll first start to learn with regression modelling and then move into more advanced topics such as neural networks and tree-based methods.

Название: Deep Learning Cookbook: Practical Recipes to Get Started Quickly
Автор: Douwe Osinga
Издательство: O'Reilly Media
Год: 2018
Страниц: 252
Формат: True PDF, EPUB
Размер: 13 Mb
Язык: English

Deep learning doesn’t have to be intimidating. Until recently, this machine-learning method required years of study, but with frameworks such as Keras and Tensorflow, software engineers without a background in machine learning can quickly enter the field. With the recipes in this cookbook, you’ll learn how to solve deep-learning problems for classifying and generating text, images, and music.

Название: Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists
Автор: Alice Zheng, Amanda Casari
Издательство: O'Reilly Media
Год: 2018
Страниц: 216
Формат: True PDF
Размер: 15 Mb
Язык: English

Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you through a single data problem, such as how to represent text or image data. Together, these examples illustrate the main principles of feature engineering.

Название: Introduction to Java Programming and Data Structures, Comprehensive Version 11th Edition
Автор: Y. Daniel Liang
Издательство: Pearson
Год: 2018
Страниц: 1232
Формат: EPUB
Размер: 69 Mb
Язык: English

A fundamentals-first introduction to basic programming concepts and techniques
Designed to support an introductory programming course, Introduction to Java Programming and Data Structures teaches you concepts of problem-solving and object-orientated programming using a fundamentals-first approach.

Название: Intelligent Control: A Stochastic Optimization Based Adaptive Fuzzy Approach
Автор: Kaushik Das Sharma
Издательство: Springer
Год: 2018
Страниц: 302
Формат: PDF, EPUB
Размер: 25 Mb
Язык: English

This book discusses systematic designs of stable adaptive fuzzy logic controllers employing hybridizations of Lyapunov strategy-based approaches/H? theory-based approaches and contemporary stochastic optimization techniques. The text demonstrates how candidate stochastic optimization techniques like Particle swarm optimization (PSO), harmony search (HS) algorithms, covariance matrix adaptation (CMA) etc. can be utilized in conjunction with the Lyapunov theory/H? theory to develop such hybrid control strategies.

Название: Hands-On Mobile App Testing: A Guide for Mobile Testers and Anyone Involved in the Mobile App Business
Автор: Daniel Knott
Издательство: Addison-Wesley Professional
Год: 2015
Страниц: 256
Формат: EPUB, MOBI, AZW3
Размер: 10 Mb
Язык: English

The First Complete Guide to Mobile App Testing and Quality Assurance: Start-to-Finish Testing Solutions for Both Android and iOS
Today, mobile apps must meet rigorous standards of reliability, usability, security, and performance. However, many mobile developers have limited testing experience, and mobile platforms raise new challenges even for long-time testers. Now, Hands-On Mobile App Testing provides the solution: an end-to-end blueprint for thoroughly testing any iOS or Android mobile app.

Название: Big Data Analytics in Cybersecurity
Автор: Onur Savas
Издательство: Auerbach Publications
Год: 2018
Страниц: 352
Формат: PDF
Размер: 26 Mb
Язык: English

Big data is presenting challenges to cybersecurity. For an example, the Internet of Things (IoT) will reportedly soon generate a staggering 400 zettabytes (ZB) of data a year. Self-driving cars are predicted to churn out 4000 GB of data per hour of driving. Big data analytics, as an emerging analytical technology, o?ers the capability to collect, store, process, and visualize these vast amounts of data. Big Data Analytics in Cybersecurity examines security challenges surrounding big data and provides actionable insights that can be used to improve the current practices of network operators and administrators.

Название: Introduction to Game Analysis
Автор: Clara Fern?ndez-Vara
Издательство: Routledge
Год: 2015
Страниц: 288
Формат: PDF
Размер: 10 Mb
Язык: English

Game analysis allows us to understand games better, providing insight into the player-game relationship, the construction of the game, and its sociocultural relevance. As the field of game studies grows, videogame writing is evolving from the mere evaluation of gameplay, graphics, sound, and replayablity, to more reflective writing that manages to convey the complexity of a game and the way it is played in a cultural context.

Название: Mathematics for Computer Science
Автор: Eric Lehman
Издательство: Samurai Media Limited
Год: 2017
Страниц: 988
Формат: PDF
Размер: 10 Mb
Язык: English

This book covers elementary discrete mathematics for computer science and engineering. It emphasizes mathematical definitions and proofs as well as applicable methods. Topics include formal logic notation, proof methods; induction, well-ordering; sets, relations; elementary graph theory; integer congruences; asymptotic notation and growth of functions; permutations and combinations, counting principles; discrete probability. Further selected topics may also be covered, such as recursive definition and structural induction; state machines and invariants; recurrences; generating functions.

Название: Gray Hat Hacking: The Ethical Hacker's Handbook, 5th Edition
Автор: Allen Harper
Издательство: McGraw-Hill Education
Год: 2018
Страниц: 640
Формат: EPUB
Размер: 47 Mb
Язык: English

Cutting-edge techniques for finding and fixing critical security flaws
Fortify your network and avert digital catastrophe with proven strategies from a team of security experts. Completely updated and featuring 13 new chapters, Gray Hat Hacking, The Ethical Hacker’s Handbook, Fifth Edition explains the enemy’s current weapons, skills, and tactics and offers field-tested remedies, case studies, and ready-to-try testing labs.