Book picks similar to
Machine Learning: A Bayesian and Optimization Perspective by Sergios Theodoridis
reference
computer-science
machine-learning
Getting Started with SQL: A Hands-On Approach for Beginners
Thomas Nield - 2016
If you're a business or IT professional, this short hands-on guide teaches you how to pull and transform data with SQL in significant ways. You will quickly master the fundamentals of SQL and learn how to create your own databases.Author Thomas Nield provides exercises throughout the book to help you practice your newfound SQL skills at home, without having to use a database server environment. Not only will you learn how to use key SQL statements to find and manipulate your data, but you'll also discover how to efficiently design and manage databases to meet your needs.You'll also learn how to:Explore relational databases, including lightweight and centralized modelsUse SQLite and SQLiteStudio to create lightweight databases in minutesQuery and transform data in meaningful ways by using SELECT, WHERE, GROUP BY, and ORDER BYJoin tables to get a more complete view of your business dataBuild your own tables and centralized databases by using normalized design principlesManage data by learning how to INSERT, DELETE, and UPDATE records
How to Count (Programming for Mere Mortals, #1)
Steven Frank - 2011
unsigned numbers- Floating point and fixed point arithmeticThis short, easily understood book will quickly get you thinking like a programmer.
Hands-On Machine Learning with Scikit-Learn and TensorFlow
Aurélien Géron - 2017
Now that machine learning is thriving, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn how to use a range of techniques, starting with simple Linear Regression and progressing to Deep Neural Networks. If you have some programming experience and you’re ready to code a machine learning project, this guide is for you.This hands-on book shows you how to use:Scikit-Learn, an accessible framework that implements many algorithms efficiently and serves as a great machine learning entry pointTensorFlow, a more complex library for distributed numerical computation, ideal for training and running very large neural networksPractical code examples that you can apply without learning excessive machine learning theory or algorithm details
Machine Learning: An Algorithmic Perspective
Stephen Marsland - 2009
The field is ready for a text that not only demonstrates how to use the algorithms that make up machine learning methods, but also provides the background needed to understand how and why these algorithms work. Machine Learning: An Algorithmic Perspective is that text.Theory Backed up by Practical ExamplesThe book covers neural networks, graphical models, reinforcement learning, evolutionary algorithms, dimensionality reduction methods, and the important area of optimization. It treads the fine line between adequate academic rigor and overwhelming students with equations and mathematical concepts. The author addresses the topics in a practical way while providing complete information and references where other expositions can be found. He includes examples based on widely available datasets and practical and theoretical problems to test understanding and application of the material. The book describes algorithms with code examples backed up by a website that provides working implementations in Python. The author uses data from a variety of applications to demonstrate the methods and includes practical problems for students to solve.Highlights a Range of Disciplines and ApplicationsDrawing from computer science, statistics, mathematics, and engineering, the multidisciplinary nature of machine learning is underscored by its applicability to areas ranging from finance to biology and medicine to physics and chemistry. Written in an easily accessible style, this book bridges the gaps between disciplines, providing the ideal blend of theory and practical, applicable knowledge."
The APA Pocket Handbook: Rules for Format & Documentation [Conforms to 6th Edition APA]
Jill Rossiter - 2010
of the APA manual (2nd printing) < < < This handbook is ideal for preparing undergraduate essays. It was specifically designed with the average student's needs in mind. The book is intended to cover the vast majority of situations that the normal student will encounter while writing a college essay. Organized for speed and brevity, the book is primarily a concentrated, up-to-date guide on APA format (11 pages) and documentation requirements (12 pages In-Text, 19 pages References) with a heavy emphasis on examples and visual aids (90 to be exact). Additionally the book contains pointers on how to get started, what to document, what notes to take (by source type), and how to handle quotes of varying length. All of this in a book designed to fit in a shirt pocket. Product Dimensions: 60 Pages - 5 5/16" x 3 3/4" x .166 " Continuously Updated - Coincides with most recent APA standards (APA Manual 6th Edition) Last Update 6/2/10
U.S. History, Volume II: 1865-Present
Boundless - 2013
History textbook is a college-level, introductory textbook that covers the exciting subject of U.S. History. Volume II covers 1865 through the present day. Boundless works with subject matter experts to select the best open educational resources available on the web, review the content for quality, and create introductory, college-level textbooks designed to meet the study needs of university students.This textbook covers:Reconstruction: 1865-1877 -- The End of the War, The Aftermath of the War, The Battle over Reconstruction, Reconstruction in the South, The Reconstructed South, The Grant PresidencyThe Gilded Age: 1870-1900 -- The Gilded Age, The Second Industrial Revolution, The Rise of the City, The Rise of Big Business, The Rise of Immigration, Work in Industrial America, The Transformation of the West, Conquest in the West, The Transformation of the South, Politics in the Gilded Age, Urban Reform, Corruption and Reform, The Agrarian and Populist Movements, The Silver SolutionRace, Empire, and Culture in the Gilded Age: 1870-1900 -- Culture in the Gilded Age, Popular Culture, Cheap Amusements, Education, The Rise of Realism, Labor and Domestic Tensions, The Labor Wars, War, Empire, and an Emerging American World PowerThe Progressive Era: 1890-1917 -- The Progressive Era, Labor, Local, and Political Reform, The Politics of Progressivism, Grassroots Progressivism, Progressivism: Theory and Practice, Changing Ideas of Freedom, Roosevelt's Progressivism, Roosevelt's Second Term, From Roosevelt to Taft, Woodrow Wilson and Progressivism, The Limits of ProgressivismWorld War I: 1914-1919 -- The Wilson Administration, American Neutrality, America's Entry into the War, America and WWI, The War at Home, The "American", The Fight for Peace, Diplomacy & Negotiations at the War's End, The Transition to Peace: 1919-21From the New Era to the Great Depression: 1920-1933 -- The New Era, The Roaring Twenties, The Culture of Change, Resistance to Change, Wall Street Crash of 1929, The Great DepressionThe New Deal: 1933-1940 -- Franklin D. Roosevelt and the First New Deal, The New Deal, Critical Interpretations of the New Deal, The Social Cost of the Depression, Toward a Welfare State, Roosevelt's Second Term, Culture in the Thirties, The Second New Deal, The Legacy of the New DealFrom Isolation to World War II: 1930-1943 -- Non-Interventionism, The Beginning of the War, Conflict in Europe, Conflict in the Pacific, America's Early Involvement, Mobilization in the U.S., Social Effects of the War, The War in Germany, The War in the Pacific, The End of WWIIThe Cold War: 1947-1991 -- Origins of the Cold War, The Cold War, Truman and the Fair Deal, The Cold War and KoreaThe Politics and Culture of Abundance: 1943-1960 -- The Politics of Abundance, The Culture of Abundance, The Eisenhower Administration, The Policy of Containment, The Emergence of the Civil Rights MovementThe Sixties: 1960-1969 -- The Election of 1960, The Expansion of the Civil Rights Movement, Counterculture, The John F. Kennedy Administration, The Lyndon B. Johnson AdministrationThe Conservative Turn of America: 1968-1989 -- The Nixon Administration, Watergate, The Ford Administration, The Carter Administration, The Reagan AdministrationThe Challenges of Globalization and the Coming Century: After 1989 -- The George H.W. Bush Administration, America's Emerging Culture, The Clinton Administration, Globalization and the U.S.
Ethics And Technology: Ethical Issues In An Age Of Information And Communication Technology
Herman T. Tavani - 2003
. . . We need a good book in cyberethics to deal with the present and prepare us for an uncertain future. Tavani's Ethics and Technology is such a book." --from the foreword by James Moor, Dartmouth College Is there privacy in a world of camera phones and wireless networking? Does technology threaten your civil liberties? How will bioinformatics and nanotechnology affect us? Should you worry about equity and access in a globalized economy? From privacy and security to free speech and intellectual property to globalization and outsourcing, the issues and controversies of the information age are serious, complex, and pervasive. In this new edition of his groundbreaking book, Herman Tavani introduces computer professionals to the emerging field of Cyberethics, the interdisciplinary field of study that addresses these new ethical issues from all perspectives: technical, social, and philosophical. Using fascinating real-world examples--including the latest court decisions in such cases as Verizon v. RIAA, MGM v. Grokster, Google versus the Bush Administration, and the Children's Online Pornography Act (CIPA) --as well as hypothetical scenarios, he shows you how to understand and analyze the practical, moral, and legal issues that impact your work and your life. Tavani discusses such cutting-edge areas as: * Globalization and outsourcing * Property rights and open source software * HIPAA (privacy laws) and surveillance * The Patriot Act and civil liberties * Bioinformatics and genomics research * Converging technologies--pervasive computing and nanocomputing * Children's online pornography laws Updating and expanding upon the previous edition, Ethics and Technology, Second Edition provides a much-needed ethical compass to help computer and non-computer professionals alike navigate the challenging waters of cyberspace. About the Author Herman T. Tavani is Professor of Philosophy at Rivier College and Co-Director of the International Society for Ethics and Information Technology (INSEIT). He is the author, editor, or co-editor of five books on ethical aspects of information technology. www.wiley.com/college/tavani
Gray Man: Camouflage for Crowds, Cities, and Civil Crisis
Matthew Dermody - 2017
He hides in the corners of conformity. He only flaunts a quotidian nature. He meanders through the mundane and occupies the ordinary. Individual expression and exceptionalism are his enemies. The Gray Man is the forgettable face, the ghost guy, the hidden human. Implementing the concepts is more than looking less tactical, less hostile, or less threatening. It is the willful abandonment of anything and everything that defines oneself as different. Using his unique "S" word conceptual approach featured in Appear to Vanish, camouflage and concealment expert Matthew Dermody discusses the concepts, tactics and mindset necessary to assimilate into any urban environment. From the safety-conscious international traveler to the SERE contingencies of the deep cover foreign operative, GRAY MAN is the definitive urban concealment resource.
250 Random Facts Everyone Should Know
Tyler Buckhouse - 2015
Haven’t we all? What better way to break that silence than to throw out some of the incredible facts from this book.Whatever your motivation may be, there’s a really good chance you’ll find these facts and tidbits useful.
Gray Mountain: by John Grisham | Summary & Analysis
Book*Sense - 2014
Grisham's twenty-second legal thriller takes readers from the sky-scrapers of high-powered New York law firms to the dusty offices of a free legal clinic in small-town Virginia. Gray Mountain is both an exciting story of murder and intrigue and a thoughtful examination of the effects of the coal industry on life in Appalachia. Grisham's tight plotting, wry humor and three-dimensional characters bring the legal profession to life. Gray Mountain begins in the tempestuous, nerve-wracking and paranoid atmosphere of Manhattan set in the confusing months after the economic blow-out in 2008. We see the offices with their ignored vistas, the busy, dirty sidewalks, the cramped apartments shared by young professionals. After a brief sojourn in her hometown of Washington, D.C., protagonist Samantha, along with the story, heads for rural Virginia. Most of the novel takes place in the small town of Brady, Virginia, which is poor and somewhat down-at-heel. You also get the following in this Summary & Analysis of Gray Mountain: • Detailed Book Review from Experts • Story Setting Analysis of Gray Mountain • Gray Mountain Plot Analysis that will make you see the book from another angle. • Pick up bits you might have missed as we decipher the novel. • Details of Characters & Key Character Analysis • Summary of the text, with some analytical comments interspersed • Discussion & Analysis of Themes, Symbols… • And Much More! This Analysis of Gray Mountain fills the gap, making you understand more while enhancing your reading experience.
Building Machine Learning Systems with Python
Willi Richert - 2013
Professional PHP Programming
Sascha Schumann - 1999
PHP is a server-side, HTML-embedded scripting language. It is an open source technology, rapidly gaining popularity as a scripting language for people running dynamic websites. One of its major attractions over Perl, JavaScript and other scripting languages is that PHP has a built-in database integration layer and seamless IP connectivity, with LDAP and TCP as well as the IMAP mail interface. Features; Real world, practical experience and techniques From installation and configuration of the PHP engine to advanced dynamic application design Definitive coverage of core PHP language and database addressing: MySQL is covered in depth. Practical e-commerce and business scripting including database application development, together with PHP and XML applications. LDAP connectivity addressed.
Modern Technical Writing: An Introduction to Software Documentation
Andrew Etter - 2016
Written by the lead technical writer at one of Silicon Valley's most exciting companies, Modern Technical Writing is a set of guiding principles and thoughtful recommendations for new and experienced technical writers alike. Not a reference manual, and not comprehensive, it instead serves as an introduction to a sensible writing and publishing process, one that has eluded the profession for too long.
Brand Strategy 101: Your Logo Is Irrelevant - The 3 Step Process to Build a Kick-Ass Brand
Michael R. Drew - 2013
No really, it is. Let me explain.It turns out that drooling dogs and ringing bells are far more important than a logo (thank you Pavlov).Sure, successful businesses have logos--easily recognizable logos. Playboy, McDonald's, Coke. But there's far more to their success than bunny ears, golden arches or a certain shade of red. Stripped of all the marketing lingo, branding is pretty simple: Your brand is all the associations that come to mind when your potential customers see or hear your name.Whether your focus is on personal branding or on branding your company culture--you've got to have more than a fancy logo and edgy color scheme to create brand stickability (you know, a brand your customers can't get out of their heads).Well, there’s a process to capturing attention and getting your foot in the door of your customers’ minds. Here's a taste of some of the personal branding advice you'll find in this book:You must become the first solution your customer thinks of when they have a problem you can solve. How?The first step is to figure out what your audience cares about. What keeps them up at night? What problems can you help them solve? From there, you need to apply these three steps:1) Frequency2) Repetition3) AnchoringIn this e-book, we’ll show you how to figure out what your customers really want. Then we will show you how to apply these three steps to help you become the trusted resource that comes to mind first when your customer’s itch needs to be scratched.Is real and authentic branding going to happen overnight? Probably not. But ask yourself this: Do you want short-term results that lose effectiveness? Or are you willing to invest a bit more time and effort to create long-term results that get better and better?If you're looking for a branding book that promises a quick fix, this isn't the book for you. But if you want to create a brand that sticks like superglue--read this book!Go ahead and let the wimps and whiners have the get-rich quick schemes that fizzle and fall flat like a wet firework. You want to ignite a branding bonfire.