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Practical Statistics for Data Scientists: 50 Essential Concepts
Statistical methods are a key part of of data science, yet very few data scientists have any formal statistics training. Courses and books on basic statistics rarely cover the topic from a data science perspective. This practical guide explains how to apply various statistical methods to data science, tells you how to avoid their... | | Deploying Raspberry Pi in the Classroom
Learn how to deploy Raspberry Pi computers in a classroom or lab situation and how to navigate the hardware and software choices you face.
Deploying Raspberry Pi in the Classroom equips you with the skills and knowledge to plan and execute a deployment of Raspberry Pi computers in the classroom. Teachers and IT... | | Object ThinkingIn Object Thinking, esteemed object technologist David West contends that the mindset makes the programmer—not the tools and techniques. Delving into the history, philosophy, and even politics of object-oriented programming. West reveals how the best programmers rely on analysis and conceptualization—on... |
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The Calculus of Computation: Decision Procedures with Applications to VerificationComputational logic is a fast-growing field with applications in artificial intelligence, constraint solving, and the design and verification of software and hardware systems. Written with graduate and advanced undergraduate students in mind, this textbook introduces computational logic from the foundations of first-order logic to state-of-the-art... | | How To Think Like A Computer Scientist: C++ Version
The goal of this book is to teach you to think like a computer scientist. 1 like
the way computer scientists think because they combine some of the best fea
tures of Mathematics, Engineering, and Natural Science. Like mathematicians,
computer scientists use formal languages to denote ideas (specifically computa
tions). Like engineers,... | | Software Process DynamicsThe pace of change in software-intensive systems continues to accelerate at a dizzying rate. This presents a huge challenge for people trying to develop useful software. In the early days of software development, developers could freeze the requirements for the software, develop the software to the requirements, and deliver the resulting software... |
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Database System Concepts
Database System Concepts by Silberschatz, Korth and Sudarshan is now in its 6th edition and is one of the cornerstone texts of database education. It presents the fundamental concepts of database management in an intuitive manner geared toward allowing students to begin working with databases as quickly as possible.
The text... | | Communicating Science: A Practical Guide for Engineers and Physical Scientists
Read this book before you write your thesis or journal paper! Communicating Science is a textbook and reference on scientific writing oriented primarily at researchers in the physical sciences and engineering. It is written from the perspective of an experienced researcher. It draws on the authors' experience of teaching and working with... | | Instructional Engineering in Networked Environments (Tech Training Series)A Dynamic, Research-Based Approach to Knowledge Management
In this book, Gilbert Paquette–an internationally recognized expert in the field of technology-based training–offers IT professionals, trainers, and consultants a revolutionary method for going beyond simple information management. Instructional Engineering in Networked... |
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Patterns for Parallel Programming (Software Patterns Series)
The Parallel Programming Guide for Every Software Developer
From grids and clusters to next-generation game consoles, parallel computing is going mainstream. Innovations such as Hyper-Threading Technology, HyperTransport Technology, and multicore microprocessors from IBM, Intel, and Sun are accelerating the... | | | | Probability, Random Processes, and Ergodic PropertiesThis book has a long history. It began over two decades ago as the first half of a book on information and ergodic theory. The intent was and remains to provide a reasonably self-contained advanced (at least for engineers) treatment of measure theory, probability theory, and random processes, with an emphasis on general alphabets and on ergodic... |
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