This book is aimed at computer science undergraduates late in sophomore or early in junior year, supplying a comprehensive background in qualitative and quantitative data analysis, probability, random variables, and statistical methods, including machine learning.With careful treatment of topics that fill the curricular needs for the course, Probab...
Network Virtualization "provides virtual networks to virtual machines similar to how server virtualization provides virtual machines to the operating system. Network Virtualization decouples virtual networks from the physical network infrastructure and removes the constraints and limitations of VLANs and hierarchical IP address assignment from...
Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple acc...
SQL Server is a very complex and powerful product, but it provides tremendous amounts of data about itself. You can use this metadata to improve your database design, increase performance, review security, and more. Joseph D. Booth will show readers sample scripts and queries using information schema views as well as SQL Server-specific views in SQ...
Dive in to Windows 10 with award-winning journalist and Windows Expert Ed Bott in this highly curated free eBook covering the top apps, accessories, and utilities included in the box with Windows 10.
The sheer volume of Windows programs and accessories says a lot about the power and complexity of Windows - a fact that every IT pro knows from fir...
The Entity Framework Notes for Professionals book is compiled from Stack Overflow Documentation, the content is written by the beautiful people at Stack Overflow....
AI is transforming numerous industries. Machine Learning Yearning, a free ebook from Andrew Ng, teaches you how to structure Machine Learning projects.
This book is focused not on teaching you ML algorithms, but on how to make ML algorithms work. After reading Machine Learning Yearning, you will be able to:
- Prioritize the most promising direc...
As machine learning is increasingly leveraged to find patterns, conduct analysis, and make decisions - sometimes without final input from humans who may be impacted by these findings - it is crucial to invest in bringing more stakeholders into the fold. This book of Python projects in machine learning tries to do just that: to equip the developers ...
The MATLAB Notes for Professionals book is compiled from Stack Overflow Documentation, the content is written by the beautiful people at Stack Overflow....
Cryptography is an indispensable tool used to protect information in computing systems. It is used everywhere and by billions of people worldwide on a daily basis. It is used to protect data at rest and data in motion. Cryptographic systems are an integral part of standard protocols, most notably the Transport Layer Security (TLS) protocol, making ...
Microservices is an architectural style in which large, complex software applications are composed of one or more smaller services. Each of these microservices focuses on completing one task that represents a small business capability. These microservices can be developed in any programming language.
This book shows how to break out a traditiona...
Microservices is an architectural style in which large, complex software applications are composed of one or more smaller services. Each of these microservices focuses on completing one task that represents a small business capability. These microservices can be developed in any programming language. This book covers Microservices best practices fo...
Three acknowledged experts in search engine optimization share guidelines and innovative techniques that will help you plan and execute a comprehensive SEO strategy. Complete with an array of effective tactics from basic to advanced, this third edition prepares digital marketers for 2016 with updates on SEO tools and new search engine optimization ...
The processes for gathering, organizing, analyzing, and ultimately infusing AI throughout your organization can be thought of as a ladder. A ladder helps you climb far higher than you could go on your own by turning an impossible leap into a series of steps. Knowing what the ladder looks like helps you evaluate your organization's readiness fo...
AI assistants represent a significant frontier for development. But the complexities of such systems pose a significant barrier for developers. In Natural Language Processing Succinctly, author Joseph Booth will guide readers through designing a simple system that can interpret and provide reasonable responses to written English text. With this fou...
This book will introduce the main concepts required to write a 3D game using the LWJGL 3 library.
LWJGL is a Java library that provides access to native APIs used in the development of graphics (OpenGL), audio (OpenAL) and parallel computing (OpenCL) applications. This library leverages the high performance of native OpenGL applications while us...
We intend this work to be less a bestiary of bad ideas about writing than an effort to name bad ideas and suggest better ones. Some of those bad ideas are quite old, such as the archetype of the inspired genius author, the five-paragraph essay, or the abuse of adjunct writing teachers. Others are much newer, such as computerized essay scoring or ga...
In this offers a methodological response to recent efforts by scholars in rhetoric and composition/writing studies to account for patterns indicative of the discipline's maturation. Influenced by work on distant reading and thin description, this monograph attends to forms of knowledge newly available via computationally mined, aggregated data...
Puzzle-based learning is an active learning technique. With code puzzles, you will learn faster, smarter, and better.
Coffee Break Python Slicing is all about growing your Python expertise - one coffee at a time. The focus lies on the important slicing technique to access consecutive data ranges. Understanding slicing thoroughly is crucial for y...
Recent acts of terrorism and the current unrest in the Middle East remind us how important it is to understand the relationship between violence, peace and democracy. In a challenging and insightful essay, Amartya Sen explores ideas around 'organised violence' (such as war, genocide and terrorism) and violence against the individual. High...
The Internet Myth retraces and challenges the myth laying at the foundations of the network ideologies - the idea that networks, by themselves, are the main agents of social, economic, political and cultural change. By comparing and integrating different sources related to network histories, this book emphasizes how a dominant narrative has extensi...
Leading Cities is a global review of the state of city leadership and urban governance today. Drawing on research into 202 cities in 100 countries, the book provides a broad, international evidence base grounded in the experiences of all types of cities. It offers a scholarly but also practical assessment of how cities are led, what challenges thei...
Drawing Futures brings together international designers and artists for speculations in contemporary drawing for art and architecture.
Despite numerous developments in technological manufacture and computational design that provide new grounds for designers, the act of drawing still plays a central role as a vehicle for speculation. There is a r...
Additive manufacturing or 3D printing, manufacturing a product layer by layer, offers large design freedom and faster product development cycles, as well as low startup cost of production, on-demand production and local production. In principle, any product could be made by additive manufacturing. Even food and living organic cells can be printed. ...
Force.com Succinctly offers developers and business users easy access to the many benefits of this popular platform. Now anyone can build powerful enterprise apps without writing lots of code, and author Ed Freitas guides readers through the Force.com fundamentals. Developers from backgrounds such as SQL Server, .NET, and JavaScript will see quickl...
Custom languages provide many benefits, but many people fear the complexity that comes with trying to deploy them. Author Vassili Kaplan sweeps away the obstacles and shows how custom languages are a tool within reach of any developer. With Implementing a Custom Language Succinctly, readers will discover just how much they can accomplish with the s...
Production ergonomics - the science and practice of designing industrial workplaces to optimize human well-being and system performance - is a complex challenge for a designer. Humans are a valuable and flexible resource in any system of creation, and as long as they stay healthy, alert and motivated, they perform well and also become more competen...
Data Structures and Algorithms (DSA) features implementations of data structures and algorithms that are not implemented in any version of .NET.
This book is the result of a series of emails sent back and forth between the two authors during the development of a library for the .NET framework of the same name.
A key factor of this book and it...
Most creative writing textbooks cover the three popular categories of literature: poetry, nonfiction, and fiction. This textbook is different in two ways, then, because not only does it attempt to cover more genres.
Creative writing is a massive and inexact field. Telling stories by ways of poetry, short stories, novels, and other media can be c...
How can we capture the unpredictable evolutionary and emergent properties of nature in software? How can understanding the mathematical principles behind our physical world help us to create digital worlds? This book focuses on a range of programming strategies and techniques behind computer simulations of natural systems, from elementary concepts ...
Software has become a key component of contemporary life and algorithmic techniques that rank, classify, or recommend anything that fits into digital form are everywhere. This book approaches the field of information ordering conceptually as well as historically. Building on the philosophy of Gilbert Simondon and the cultural techniques tradition, ...
Use the guidance in this comprehensive field guide to gain the support of your top executives for aligning a rational cybersecurity plan with your business. You will learn how to improve working relationships with stakeholders in complex digital businesses, IT, and development environments. You will know how to prioritize your security program, and...