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Hands-On Markov Models with Python: Implement probabilistic models for learning complex data sequences using the Python ecosystem by Ankur Ankan
tb-datascience
19_maths-and-coding
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computers
The Elements of Computing Systems: Building a Modern Computer from First Principles
Noam Nisan - 2005
The books also provides a companion web site that provides the toold and materials necessary to build the hardware and software.
Hacker's Delight
Henry S. Warren Jr. - 2002
Aiming to tell the dark secrets of computer arithmetic, this title is suitable for library developers, compiler writers, and lovers of elegant hacks.
The Gift of Magic
P.J. Sobol - 2014
His un-extraordinary life is turned upside down as rival factions of magicians seek to gain control over his new-found gift. Escaping from life-threatening dangers, Alex quickly realises there is more to being a magician than he thought. With the help of the Order, a small group dedicated to upholding the Laws of Light, Alex learns to control his power and fights to prevent an ancient darkness from returning and destroying our world.
Painting Beautiful Skin Tones with Color & Light: In Oil, Pastel and Watercolor
Chris Saper - 2001
Inside you'll find guidelines for rendering accurate skin tones in a variety of media, including watercolor, oil and pastel.You'll begin with a review of the five essential painting elements (drawing, value, color, composition and edges), then learn how light and color influence the appearance of skin tones. Artist Chris Saper provides the advice and examples that make every lesson and technique easy to understand--immediately improving the quality of your work. You'll discover how to:Paint the four major skin color groups (Caucasian, African American, Asian and Hispanic)Refine these colors into dozens of possible variations within each groupSelect your palette and mix hues for clean, beautiful colorsDetermine the color and temperature of light that falls on your subjectPaint direct and indirect sunlight, artificial light and highlights of lightMaster the four elements that determine color in shadowUse photographic references when you can't paint directly from lifeYou'll also find seven step-by-step demonstrations and an appendix of sample color charts for each major skin type under a range of lighting variations. It's all you need to bring your portraits to life!
Learn You a Haskell for Great Good!
Miran Lipovača - 2011
Learn You a Haskell for Great Good! introduces programmers familiar with imperative languages (such as C++, Java, or Python) to the unique aspects of functional programming. Packed with jokes, pop culture references, and the author's own hilarious artwork, Learn You a Haskell for Great Good! eases the learning curve of this complex language, and is a perfect starting point for any programmer looking to expand his or her horizons. The well-known web tutorial on which this book is based is widely regarded as the best way for beginners to learn Haskell, and receives over 30,000 unique visitors monthly.
Statistics in Plain English
Timothy C. Urdan - 2001
Each self-contained chapter consists of three sections. The first describes the statistic, including how it is used and what information it provides. The second section reviews how it works, how to calculate the formula, the strengths and weaknesses of the technique, and the conditions needed for its use. The final section provides examples that use and interpret the statistic. A glossary of terms and symbols is also included.New features in the second edition include:an interactive CD with PowerPoint presentations and problems for each chapter including an overview of the problem's solution; new chapters on basic research concepts including sampling, definitions of different types of variables, and basic research designs and one on nonparametric statistics; more graphs and more precise descriptions of each statistic; and a discussion of confidence intervals.This brief paperback is an ideal supplement for statistics, research methods, courses that use statistics, or as a reference tool to refresh one's memory about key concepts. The actual research examples are from psychology, education, and other social and behavioral sciences.Materials formerly available with this book on CD-ROM are now available for download from our website www.psypress.com. Go to the book's page and look for the 'Download' link in the right-hand column.
Mathematician's Delight
W.W. Sawyer - 1943
Many people regard mathematicians as a race apart, possessed of almost supernatural powers. While this is very flattering for successful mathematicians, it is very bad for those who, for one reason or another, are attempting to learn the subject.'W.W. Sawyer's deep understanding of how we learn and his lively, practical approach have made this an ideal introduction to mathematics for generations of readers. By starting at the level of simple arithmetic and algebra and then proceeding step by step through graphs, logarithms and trigonometry to calculus and the dizzying world of imaginary numbers, the book takes the mystery out of maths. Throughout, Sawyer reveals how theory is subordinate to the real-life applications of mathematics - the Pyramids were built on Euclidean principles three thousand years before Euclid formulated them - and celebrates the sheer intellectual stimulus of mathematics at its best.
Seven Databases in Seven Weeks: A Guide to Modern Databases and the NoSQL Movement
Eric Redmond - 2012
As a modern application developer you need to understand the emerging field of data management, both RDBMS and NoSQL. Seven Databases in Seven Weeks takes you on a tour of some of the hottest open source databases today. In the tradition of Bruce A. Tate's Seven Languages in Seven Weeks, this book goes beyond your basic tutorial to explore the essential concepts at the core each technology. Redis, Neo4J, CouchDB, MongoDB, HBase, Riak and Postgres. With each database, you'll tackle a real-world data problem that highlights the concepts and features that make it shine. You'll explore the five data models employed by these databases-relational, key/value, columnar, document and graph-and which kinds of problems are best suited to each. You'll learn how MongoDB and CouchDB are strikingly different, and discover the Dynamo heritage at the heart of Riak. Make your applications faster with Redis and more connected with Neo4J. Use MapReduce to solve Big Data problems. Build clusters of servers using scalable services like Amazon's Elastic Compute Cloud (EC2). Discover the CAP theorem and its implications for your distributed data. Understand the tradeoffs between consistency and availability, and when you can use them to your advantage. Use multiple databases in concert to create a platform that's more than the sum of its parts, or find one that meets all your needs at once.Seven Databases in Seven Weeks will take you on a deep dive into each of the databases, their strengths and weaknesses, and how to choose the ones that fit your needs.What You Need: To get the most of of this book you'll have to follow along, and that means you'll need a *nix shell (Mac OSX or Linux preferred, Windows users will need Cygwin), and Java 6 (or greater) and Ruby 1.8.7 (or greater). Each chapter will list the downloads required for that database.
Numbersense: How to Use Big Data to Your Advantage
Kaiser Fung - 2013
Virtually every choice we make hinges on how someone generates data . . . and how someone else interprets it--whether we realize it or not.Where do you send your child for the best education? Big Data. Which airline should you choose to ensure a timely arrival? Big Data. Who will you vote for in the next election? Big Data.The problem is, the more data we have, the more difficult it is to interpret it. From world leaders to average citizens, everyone is prone to making critical decisions based on poor data interpretations.In Numbersense, expert statistician Kaiser Fung explains when you should accept the conclusions of the Big Data experts--and when you should say, Wait . . . what? He delves deeply into a wide range of topics, offering the answers to important questions, such as:How does the college ranking system really work?Can an obesity measure solve America's biggest healthcare crisis?Should you trust current unemployment data issued by the government?How do you improve your fantasy sports team?Should you worry about businesses that track your data?Don't take for granted statements made in the media, by our leaders, or even by your best friend. We're on information overload today, and there's a lot of bad information out there.Numbersense gives you the insight into how Big Data interpretation works--and how it too often doesn't work. You won't come away with the skills of a professional statistician. But you will have a keen understanding of the data traps even the best statisticians can fall into, and you'll trust the mental alarm that goes off in your head when something just doesn't seem to add up.Praise for NumbersenseNumbersense correctly puts the emphasis not on the size of big data, but on the analysis of it. Lots of fun stories, plenty of lessons learned--in short, a great way to acquire your own sense of numbers!Thomas H. Davenport, coauthor of Competing on Analytics and President's Distinguished Professor of IT and Management, Babson CollegeKaiser's accessible business book will blow your mind like no other. You'll be smarter, and you won't even realize it. Buy. It. Now.Avinash Kaushik, Digital Marketing Evangelist, Google, and author, Web Analytics 2.0Each story in Numbersense goes deep into what you have to think about before you trust the numbers. Kaiser Fung ably demonstrates that it takes skill and resourcefulness to make the numbers confess their meaning.John Sall, Executive Vice President, SAS InstituteKaiser Fung breaks the bad news--a ton more data is no panacea--but then has got your back, revealing the pitfalls of analysis with stimulating stories from the front lines of business, politics, health care, government, and education. The remedy isn't an advanced degree, nor is it common sense. You need Numbersense.Eric Siegel, founder, Predictive Analytics World, and author, Predictive AnalyticsI laughed my way through this superb-useful-fun book and learned and relearned a lot. Highly recommended! Tom Peters, author of In Search of Excellence
Beginning Arduino
Michael McRoberts - 2010
You'll progress from a complete beginner regarding Arduino programming and electronics knowledge to intermediate skills and the confidence to create your own amazing Arduino projects. Absolutely no experience in programming or electronics required!Rather than requiring you to wade through pages of theory before you start making things, this book has a hands-on approach. You will dive into making projects right from the start, learning how to use various electronic components and how to program the Arduino to control or communicate with those components.Each project is designed to build upon the knowledge learned in earlier projects and to further your knowledge in programming as well as skills with electronics. By the end of the book you will be able create your own projects confidently and with creativity.Please note: the print version of this title is black & white; the eBook is full color. You can download the color diagrams in the book from http: //www.apress.com/9781430232407
Splitsville
William Bernhardt - 2021
A bitter custody battle. A deadly fire. This case could cost Kenzi her career—and her life.Kenzi Rivera is furious. Passed over for promotion at her own father’s firm, the talented divorce lawyer is tired of fighting chauvinism every single day. When a desperate scientist begs for help getting her daughter back, Kenzi can’t resist…even though this client is involved in Hexitel, a group she calls her religion but others call a cult.Kenzi uncovers evidence of disturbing practices at Hexitel involving large sums of money, servitude, and sex. She also learns her client’s lab has been plagued by death threats and cutthroat competition. After the workplace burns to the ground and her client is charged with murder, the ambitious attorney knows there is much more at stake than a simple custody dispute.Can Kenzi find a path to the truth before she’s trapped in a maze of death?Splitsville is the dramatic first book in the Splitsville Legal Thriller series. If you like gutsy heroines, diverse characters, and page-turning suspense, then you’ll love William Bernhardt’s twisty tale.
Iron Edge
P.S. Power - 2016
George Elder is a man torn between two worlds. In one, he’s a hard-working auto mechanic and wounded war veteran with a mysterious past. In the other he’s a young Weapons Master, just starting out in life. The problem is that he doesn’t know which is real. If either of them actually is. Regardless, if his home in either world is going to survive, George is going to have to become something that he’s never tried to be in either life. A hero.
Tales from The Pumpkin Patch: A Federal Witch Universe Holiday Tale
T.S. Paul - 2017
These three stories from the accomplished authors in the Federal Witch World examine the strange and amazing things that occur in the harvest field in the dark of the moon. Be amazed at the depth of the terror and the wonder embedded in these stories. Be challenged and be afraid!
A License to Heal: Random Memories of an ER Doctor
Steven Bentley - 2014
is an American Board of Emergency Medicine certified ED doctor. His journey began in the mid-1970s, when he chose to pursue a career in medicine. In his youthful perspective, he came to regard doctors as the good guys, the ones who healed people and saved lives. He knew he’d be one of those good guys one day. Now, with a career spanning more than thirty years, he works as an emergency-room physician in North Carolina. In A License to Heal: Random Memories of an ER Doctor, Bentley describes the real world of emergency medicine from the viewpoint of a practicing physician. This memoir is filled with real-life stories of the ER, including life and death, triumph and tragedy. Meet a man named Solomon Darby, who spoke to long-dead relatives during his own near-death experience. Bentley also recalls the heartbreaking story of a young widow who desperately needed to understand and cope with the death of her husband. Amid the grief, there are also episodes of great humor and human comedy. In the dynamic world of emergency medicine, there is a great deal of pain, blood, and tragedy, but there is also hope, compassion, and excitement—for both the patients and the staff."