Book picks similar to
Machine Learning 机器学习 by Zhou Zhihua 周志华
china
computers
stem
textbooks
The Guru's Guide to Transact-Sql
Ken Henderson - 2000
Beginners and intermediate developers will appreciate the comprehensive tutorial that walks step-by-step through building a real client/server database, from concept to deployment and beyond -- and points out key pitfalls to avoid throughout the process. Experienced users will appreciate the book's comprehensive coverage of the Transact-SQL language, from basic to advanced level; detailed ODBC database access information; expert coverage of concurrency control, and more. The book includes thorough, up-to-the-minute guidance on building multi-tier applications; SQL Server performance tuning; and other crucial issues for advanced developers. For all database developers, system administrators, and Web application developers who interact with databases in Microsoft-centric environments.
The Algorithm Design Manual
Steven S. Skiena - 1997
Drawing heavily on the author's own real-world experiences, the book stresses design and analysis. Coverage is divided into two parts, the first being a general guide to techniques for the design and analysis of computer algorithms. The second is a reference section, which includes a catalog of the 75 most important algorithmic problems. By browsing this catalog, readers can quickly identify what the problem they have encountered is called, what is known about it, and how they should proceed if they need to solve it. This book is ideal for the working professional who uses algorithms on a daily basis and has need for a handy reference. This work can also readily be used in an upper-division course or as a student reference guide. THE ALGORITHM DESIGN MANUAL comes with a CD-ROM that contains: * a complete hypertext version of the full printed book. * the source code and URLs for all cited implementations. * over 30 hours of audio lectures on the design and analysis of algorithms are provided, all keyed to on-line lecture notes.
Quantum Computing Since Democritus
Scott Aaronson - 2013
Full of insights, arguments and philosophical perspectives, the book covers an amazing array of topics. Beginning in antiquity with Democritus, it progresses through logic and set theory, computability and complexity theory, quantum computing, cryptography, the information content of quantum states and the interpretation of quantum mechanics. There are also extended discussions about time travel, Newcomb's Paradox, the anthropic principle and the views of Roger Penrose. Aaronson's informal style makes this fascinating book accessible to readers with scientific backgrounds, as well as students and researchers working in physics, computer science, mathematics and philosophy.
Tafoya Crime Family: Complete 5-Part Series
Camilla Blake - 2019
until a handful of strong, independent women bring about the one battle they weren't ready for: love. 5 books. One criminal family. Who breaks hearts, who breaks bones, and who breaks loyalties? Book One Esmer Giron is a young, innocent who finds herself in over her head when she takes a job working in the kitchen of Manny Tafoya’s home. Esmer’s uncle isn’t thrilled with the idea because Manny has a reputation back in his native Tijuana. But Esmer finds him exciting, this soft-spoken gentleman who loves classic novels, and exotic art almost as much as she does. While they share a love for everything artistic, it’s tragedy that brings them together. When Esmer finds herself in trouble, it’s Manny she reached out to for help. But will the price he wants her to pay be too high? Book Two Lonzo Montemayor’s life is rapidly falling apart. His mother died, his father has disappeared into his grief, and he’s suddenly become the father or four kids. At the same time, his uncle seems to have allowed his grief to color his decisions, taking Lonzo with him down a path of destruction. The only bright light in Lonzo’s life is the pretty girl he met at his favorite bar. She breathes new life into his world, giving him a beacon to work his way toward. But when his uncle’s business interferes, Lonzo finds himself on the outside, looking in, not sure how to get back into the light. Book Three Rufo Carranza never wanted to be in the cartel. He kept his nose clean, studied hard, and had plans to go to university. But he fell in love with the wrong girl, and found himself in a mess that he couldn’t control. Facing decades of prison time in a Mexican jail, Rufo has no choice but to accept help from the cartel, and pledge his life to them in payment. He couldn’t bring his girl down with him, so he broke it off with her, unknowingly sentencing her to a life of misery. Book Four Abri Mola is called into the police station and questioned about a body dumped near one of her favorite bars, the Molotov Cocktail. The cops don’t appear to have any real evidence against her, but Manny Tafoya, Abri’s boss, suggests she stay close to one of the cops on the investigation because this particular body could be an issue for him and the Tijuana Cartel. Abri seduces Detective Barnes Guillet, beginning a torrid love affair that takes Abri by surprise with its intensity. As Abri works to keep Barnes in line for the cartel, he becomes wrapped up in a personal issue that plays right into her hands. Book Five Junel Mooney is a neurosurgeon with mad skills, but no social life. Her world is nothing more than her work, one case after another. When a tall, good looking man puts a gun to her side and threatens to shoot if she doesn’t go with him, it seems like the worst thing that could possibly happen to her. So how did it turn out to be the exact opposite?
Logan's Allure
Rayna Tyler - 2021
Survival on her planet got harder, and working in a bar, her days spent waiting on others, was not how she’d envisioned her future. After spending time with the group determined to prevent another conflict, learning how to be a warrior like the human females became her greatest desire. Her greatest challenge, other than dealing with an overprotective sibling, is convincing the human male in charge of training, the one whose alluring scent makes her tail twitch, that she is serious.Logan’s position as second in command of the human rebels and a member of the newly formed alliance with the ketaurran ruler comes with a lot of responsibility. Dealing with dangerous, sometimes life-threatening situations is a way of life and not conducive to having a relationship. Teaching females to fight is part of the job, one that never came with distractions until Cianna asked him to train her. A task made more difficult when his next mission requires him to go undercover in her family’s bar. How can Logan be expected to complete his assignment, let alone train Cianna, when all he wants to do is hold the enticing female in his arms and keep her safe?
The Adobe Photoshop Layers Book
Matt Kloskowski - 2008
From working with and managing multiple layers to using layers to enhance and retouch photos, this Photoshop guru covers it all.
Fluent Python: Clear, Concise, and Effective Programming
Luciano Ramalho - 2015
With this hands-on guide, you'll learn how to write effective, idiomatic Python code by leveraging its best and possibly most neglected features. Author Luciano Ramalho takes you through Python's core language features and libraries, and shows you how to make your code shorter, faster, and more readable at the same time.Many experienced programmers try to bend Python to fit patterns they learned from other languages, and never discover Python features outside of their experience. With this book, those Python programmers will thoroughly learn how to become proficient in Python 3.This book covers:Python data model: understand how special methods are the key to the consistent behavior of objectsData structures: take full advantage of built-in types, and understand the text vs bytes duality in the Unicode ageFunctions as objects: view Python functions as first-class objects, and understand how this affects popular design patternsObject-oriented idioms: build classes by learning about references, mutability, interfaces, operator overloading, and multiple inheritanceControl flow: leverage context managers, generators, coroutines, and concurrency with the concurrent.futures and asyncio packagesMetaprogramming: understand how properties, attribute descriptors, class decorators, and metaclasses work"
Mastering Bitcoin: Unlocking Digital Cryptocurrencies
Andreas M. Antonopoulos - 2014
Whether you're building the next killer app, investing in a startup, or simply curious about the technology, this practical book is essential reading.Bitcoin, the first successful decentralized digital currency, is still in its infancy and it's already spawned a multi-billion dollar global economy. This economy is open to anyone with the knowledge and passion to participate. Mastering Bitcoin provides you with the knowledge you need (passion not included).This book includes:A broad introduction to bitcoin--ideal for non-technical users, investors, and business executivesAn explanation of the technical foundations of bitcoin and cryptographic currencies for developers, engineers, and software and systems architectsDetails of the bitcoin decentralized network, peer-to-peer architecture, transaction lifecycle, and security principlesOffshoots of the bitcoin and blockchain inventions, including alternative chains, currencies, and applicationsUser stories, analogies, examples, and code snippets illustrating key technical concepts
The Big Nine: How the Tech Titans and Their Thinking Machines Could Warp Humanity
Amy Webb - 2019
We like to think that we are in control of the future of "artificial" intelligence. The reality, though, is that we -- the everyday people whose data powers AI -- aren't actually in control of anything. When, for example, we speak with Alexa, we contribute that data to a system we can't see and have no input into -- one largely free from regulation or oversight. The big nine corporations -- Amazon, Google, Facebook, Tencent, Baidu, Alibaba, Microsoft, IBM and Apple--are the new gods of AI and are short-changing our futures to reap immediate financial gain. In this book, Amy Webb reveals the pervasive, invisible ways in which the foundations of AI -- the people working on the system, their motivations, the technology itself -- is broken. Within our lifetimes, AI will, by design, begin to behave unpredictably, thinking and acting in ways which defy human logic. The big nine corporations may be inadvertently building and enabling vast arrays of intelligent systems that don't share our motivations, desires, or hopes for the future of humanity. Much more than a passionate, human-centered call-to-arms, this book delivers a strategy for changing course, and provides a path for liberating us from algorithmic decision-makers and powerful corporations.
Thinking in JavaScript
Aravind Shenoy - 2014
Before we delve into the intricacies of JavaScript, we need to know why it is used. While HTML tells your browser how your webpage will look, JavaScript is used for dynamic content and to add functionality. Using this book, you will understand the concept of JavaScript and its use in web designing. You will also have a look at jQuery in general. You will learn about Functions, Operators, the concept of Variables, Conditions and Loops, Arrays, and the basics of jQuery in this book. Instead of wandering through loads of theory, we have used practical examples in this book. The examples in this book are compatible with almost every browser. Instead of using the verbatim code, you can modify the code and see the change in the output thereby understanding the subtle nuances of JavaScript. By the end of the book, with practice, you can achieve better things and get more acquainted with JavaScript.
The Ghost: The Murder of Police Chief Greg Adams and the Hunt for His Killer
Maureen Boyle - 2021
Christmas was coming to Saxonburg, Pennsylvania—a quaint borough of just 1,300—in three short weeks. The winter air was crisp. Colored lights sparkled on houses. He was only a block and a half from the Police Department, and this was just an average traffic stop.Until it wasn’t.The devoted husband and father of two little boys was about to meet any law enforcement officer’s nightmare. Moments later, he would lay dying in a pool of his own blood on that white winter snow, while his killer vanished like an apparition into thin air.Despite his many aliases, the true identity of the murderer was quickly found. The killer himself, was not. As State Police and FBI investigators peeled back the twisted layers of low-level mobster Donald Webb’s life, the path to the killer would wind through decades … toward a shocking conclusion. After all, secrets can only be kept for so long.
Code: The Hidden Language of Computer Hardware and Software
Charles Petzold - 1999
And through CODE, we see how this ingenuity and our very human compulsion to communicate have driven the technological innovations of the past two centuries. Using everyday objects and familiar language systems such as Braille and Morse code, author Charles Petzold weaves an illuminating narrative for anyone who’s ever wondered about the secret inner life of computers and other smart machines. It’s a cleverly illustrated and eminently comprehensible story—and along the way, you’ll discover you’ve gained a real context for understanding today’s world of PCs, digital media, and the Internet. No matter what your level of technical savvy, CODE will charm you—and perhaps even awaken the technophile within.
Algorithms
Robert Sedgewick - 1983
This book surveys the most important computer algorithms currently in use and provides a full treatment of data structures and algorithms for sorting, searching, graph processing, and string processing -- including fifty algorithms every programmer should know. In this edition, new Java implementations are written in an accessible modular programming style, where all of the code is exposed to the reader and ready to use.The algorithms in this book represent a body of knowledge developed over the last 50 years that has become indispensable, not just for professional programmers and computer science students but for any student with interests in science, mathematics, and engineering, not to mention students who use computation in the liberal arts.The companion web site, algs4.cs.princeton.edu contains An online synopsis Full Java implementations Test data Exercises and answers Dynamic visualizations Lecture slides Programming assignments with checklists Links to related material The MOOC related to this book is accessible via the "Online Course" link at algs4.cs.princeton.edu. The course offers more than 100 video lecture segments that are integrated with the text, extensive online assessments, and the large-scale discussion forums that have proven so valuable. Offered each fall and spring, this course regularly attracts tens of thousands of registrants.Robert Sedgewick and Kevin Wayne are developing a modern approach to disseminating knowledge that fully embraces technology, enabling people all around the world to discover new ways of learning and teaching. By integrating their textbook, online content, and MOOC, all at the state of the art, they have built a unique resource that greatly expands the breadth and depth of the educational experience.