Book picks similar to
Self-Organizing Maps by Teuvo Kohonen
computational-models
cs-ml-and-ai
deep-learning-neural-networks
neuroscience-phil-of-mind-etc
Dataclysm: Who We Are (When We Think No One's Looking)
Christian Rudder - 2014
In Dataclysm, Christian Rudder uses it to show us who we truly are. For centuries, we’ve relied on polling or small-scale lab experiments to study human behavior. Today, a new approach is possible. As we live more of our lives online, researchers can finally observe us directly, in vast numbers, and without filters. Data scientists have become the new demographers. In this daring and original book, Rudder explains how Facebook "likes" can predict, with surprising accuracy, a person’s sexual orientation and even intelligence; how attractive women receive exponentially more interview requests; and why you must have haters to be hot. He charts the rise and fall of America’s most reviled word through Google Search and examines the new dynamics of collaborative rage on Twitter. He shows how people express themselves, both privately and publicly. What is the least Asian thing you can say? Do people bathe more in Vermont or New Jersey? What do black women think about Simon & Garfunkel? (Hint: they don’t think about Simon & Garfunkel.) Rudder also traces human migration over time, showing how groups of people move from certain small towns to the same big cities across the globe. And he grapples with the challenge of maintaining privacy in a world where these explorations are possible. Visually arresting and full of wit and insight, Dataclysm is a new way of seeing ourselves—a brilliant alchemy, in which math is made human and numbers become the narrative of our time.
Flight MH370 - The Mystery
Nigel Cawthorne - 2014
ESPECIALLY NOT A BIG THING LIKE A JUMBO JET. BUT MALAYSIAN AIRLINES FIGHT MH370 DID.A wide-bodied Boeing 777 is so large that you could barely park it on a football field. But soon after a routine takeoff from Kuala Lumpur International Airport on the night of 7 March 2014, Flight MH370 disappeared from the radar with 227 passengers and 12 crew on board. No one could even be sure where it was last seen. Debris was spotted hundreds, then thousands of miles apart, only to be discounted.For weeks this real-life version of the hit TV show Lost gripped the world. Even Russia’s invasion of the Crimea couldn’t keep it off the front pages. Were those on board to be found alive on a mysterious tropical island? Had they crashed into the sea? Had the plane been hijacked or brought down by a terrorist bomb?As the story unfolded more mysteries came to light. Who had turned off the plane’s tracking systems? And why? Why had there been no ‘Mayday’ call? And which way was it headed?Why were governments and institutions that had information about Flight MH370 so reluctant to share it? And why did the mobile phones of those on board continue to ring out. Wild theories abounded. Had Flight MH370 been abducted by aliens? Or shot down by the North Koreans?Its route took it nowhere near the Devil’s Sea – the Pacific’s answer to the Bermuda Triangle. But somehow, in the world of the web, where every email was intercepted, the disappearance of MH370 began to rival the legend of the Marie Celeste.Prolific author Nigel Cawthorne sifts the evidence, weighs the theories and unravels the mystery of Flight MH370.
Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are
Seth Stephens-Davidowitz - 2017
This staggering amount of information—unprecedented in history—can tell us a great deal about who we are—the fears, desires, and behaviors that drive us, and the conscious and unconscious decisions we make. From the profound to the mundane, we can gain astonishing knowledge about the human psyche that less than twenty years ago, seemed unfathomable.Everybody Lies offers fascinating, surprising, and sometimes laugh-out-loud insights into everything from economics to ethics to sports to race to sex, gender and more, all drawn from the world of big data. What percentage of white voters didn’t vote for Barack Obama because he’s black? Does where you go to school effect how successful you are in life? Do parents secretly favor boy children over girls? Do violent films affect the crime rate? Can you beat the stock market? How regularly do we lie about our sex lives and who’s more self-conscious about sex, men or women?Investigating these questions and a host of others, Seth Stephens-Davidowitz offers revelations that can help us understand ourselves and our lives better. Drawing on studies and experiments on how we really live and think, he demonstrates in fascinating and often funny ways the extent to which all the world is indeed a lab. With conclusions ranging from strange-but-true to thought-provoking to disturbing, he explores the power of this digital truth serum and its deeper potential—revealing biases deeply embedded within us, information we can use to change our culture, and the questions we’re afraid to ask that might be essential to our health—both emotional and physical. All of us are touched by big data everyday, and its influence is multiplying. Everybody Lies challenges us to think differently about how we see it and the world.
Sleepwalker: The Mysterious Makings and Recovery of a Somnambulist
Kathleen Frazier - 2015
Eyes wide open. I was standing at an open window, staring at the dizzying curve of Riverside Drive, five floors below. I’d stopped, somehow, poised, about to jump.Growing up the good girl in an Irish American family full of drinkers and terrible sleepers, Kathleen Frazier was twelve when her seemingly innocent sleepwalking turned dangerous. Over the next few years, she was a popular A+ student by day, the star of her high school musical. At night, she both longed for and dreaded sleep.Frazier moved to Manhattan in the 1980s, hoping for a life in the theater but getting a run of sleepwalking performances instead. Efforts to abate her malady with drinking failed miserably. She became promiscuous, looking for nighttime companionship. Could a bed partner save her from flinging herself down a flight of stairs or out an open window? Exhaustion stalked her, and rest and love were seemingly out of reach.This is the journey Frazier illuminates in her intimate memoir. While highlighting her quest to beat her sleep terrors and insomnia, this is ultimately a story of health, hope, and redemption.
SEO 2013 & Beyond: Search Engine Optimization Will Never Be The Same Again
Andy Williams - 2012
Panda was designed to remove low quality content from the search engine results pages. The surprise to many were some of the big name casualties that were taken out by the update. On 24th April 2012, Google went in for the kill when they released the Penguin update. Few SEOs that had been in the business for any length of time could believe the carnage that this update caused. If Google's Panda was a 1 on the Richter scale of updates, Penguin was surely a 10. It completely changed the way we need to think about SEO. On September 28th 2012, Google released a new algorithm update targeting exact match domains (EMDs). I have updated this book to let you know the consequences of owning EMDs and added my own advice on choosing domain names. While I have never been a huge fan of exact match domains anyway, many other SEO books and courses teach you to use them. I'll tell you why I think those other courses and books are wrong.The EMD update was sandwiched in between another Panda update (on the 27th September) and another Penguin update (5th October).Whereas Panda seems to penalize low quality content, Penguin is more concerned about overly aggressive SEO tactics. Stuff that SEOs had been doing for years, not only didn't work any more, but now can actually cause your site to be penalized and drop out of the rankings. That’s right, just about everything you have been taught about Search Engine Optimization in the last 10 years can be thrown out the Window. Google have moved the goal posts. I have been working in SEO for around 10 years and have always tried to stay within the guidelines laid down by Google. This has not always been easy because to compete with other sites, it often meant using techniques that Google frowned upon. Now, if you use those techniques, Google is likely to catch up with you and demote your rankings. In this book, I want to share with you the new SEO. The SEO for 2013 and Beyond.
Pilgrim Nation: The Making of Bharatvarsh
Devdutt Pattanaik - 2020
Seekers and sages travelled north and south, east and west, across mountains and along rivers, ignoring artificial boundaries, seeking and finding gods. Renowned mythologist Devdutt Pattanaik takes us on an insightful journey to thirty-two holy sites where ancient and modern deities unravel the complex and layered history, geography, and imagination of the land once known as ‘land of the Indian blackberry’ (Jambudvipa), ‘land of rivers’ (Sindhusthala in Sanskrit, or Hindustan in Persian), ‘expanse of King Bharata’ (Bharatvarsha, or Bharatkhanda), and even ‘abode of joy’ (Sukhavati to the Chinese).
Amazon Elastic Compute Cloud (EC2) User Guide
Amazon Web Services - 2012
This is official Amazon Web Services (AWS) documentation for Amazon Compute Cloud (Amazon EC2).This guide explains the infrastructure provided by the Amazon EC2 web service, and steps you through how to configure and manage your virtual servers using the AWS Management Console (an easy-to-use graphical interface), the Amazon EC2 API, or web tools and utilities.Amazon EC2 provides resizable computing capacity—literally, server instances in Amazon's data centers—that you use to build and host your software systems.
Einstein: A Life of Genius (The True Story of Albert Einstein)
Alexander Kennedy - 2016
He pioneered modern physics, created the Theory of Relativity, and became a world-renowned celebrity. Enjoy the surprising and entertaining true story of Albert Einstein and rediscover one of history's most prolific figures... Buy Now & Start Reading the Incredible Story of Albert Einstein Overview Chapter 1: A Rebel Gets an Education Discover the events that transformed an average boy into a man who would become synonymous with genius. Did you know Einstein failing math as a child is actually a myth? Chapter 2: 1905: The Miracle Year Learn how Einstein revolutionized the world of physics and our understanding of the universe. Did you know Einstein developed the Theory of Relativity while working part-time as a patent clerk? Chapter 3: Professor Einstein Join Einstein as he shares his fascinating ideas with an audience and strives to earn the recognition he deserves. Did you know the Theory of Relativity did not achieve widespread acclaim until years after it was published? Chapter 4: The International Celebrity See Einstein as a pop-culture icon who captured the hearts and minds of people all around the world. Did you know Einstein often pretended to be someone else when asked for an autograph? Chapter 5: The Search for the Grail Accompany Einstein on his journey for a theory that would unite the world of physics and explain the inner-workings of the universe. Did you know Einstein worked on the Unified Field Theory until the day he died? Chapter 6: The Scientific Search for God Find out how Einstein reconciled his scientific knowledge with his religious beliefs. Did you know Einstein believed in God? Chapter 7: The Pacifists Fight Review Einstein's unique perspective as a humanitarian who lived in a time of war. Did you know Einstein encouraged the United States to develop the atomic bomb? Introduction “We cannot solve our problems with the same thinking we used when we created them.” - Albert Einstein His image is iconic. His face appears on posters and tee shirts, coffee mugs and calendars, album covers, web pages, and bobble heads. His appearance — the frazzled hair, rumpled trousers and old sweater, coupled with a heavy German accent — is the quintessential image of mad scientists and absent-minded professors. He was, wrote a journalist for Time magazine, a “cartoonists dream.” So famous was his appearance that, during his lifetime, total strangers would approach him on the street and ask him to explain his famous theory of relativity. “Oh no,” he would declaim in his heavily accented English, “Always I am mistaken for Professor Einstein,” no doubt leaving his questioner more mystified than before... Buy Now Read Now: Your book will be delivered to your Kindle device or free Kindle software automatically. Money Back Guarantee: If you start reading the book and are not 100% satisfied with your purchase, simply return it to Amazon within 7 days of purchase for a full refund.
CCENT/CCNA ICND1 100-105 Official Cert Guide
Wendell Odom - 2016
They are built with the objective of providing assessment, review, and practice to help ensure you are fully prepared for your certification exam. Master Cisco CCENT/CCNA ICND1 100-105 exam topics Assess your knowledge with chapter-opening quizzes Review key concepts with exam preparation tasks This is the eBook edition of the CCENT/CCNA ICND1 100-105 Official Cert Guide. This eBook does not include the companion CD-ROM with practice exam that comes with the print edition. CCENT/CCNA ICND1 100-105 Official Cert Guide presents you with an organized test-preparation routine through the use of proven series elements and techniques. “Do I Know This Already?” quizzes open each chapter and enable you to decide how much time you need to spend on each section. Exam topic lists make referencing easy. Chapter-ending Exam Preparation Tasks help you drill on key concepts you must know thoroughly. CCENT/CCNA ICND1 100-105 Official Cert Guide from Cisco Press enables you to succeed on the exam the first time and is the only self-study resource approved by Cisco. Best-selling author and expert instructor Wendell Odom shares preparation hints and test-taking tips, helping you identify areas of weakness and improve both your conceptual knowledge and hands-on skills. This complete study package includes · A test-preparation routine proven to help you pass the exams · Do I Know This Already? quizzes, which enable you to decide how much time you need to spend on each section · Chapter-ending and part-ending exercises, which help you drill on key concepts you must know thoroughly · Troubleshooting sections, which help you master the complex scenarios you will face on the exam · A free copy of the CCENT ICND1 100-105 Network Simulator Lite software, complete with meaningful lab exercises that help you hone your hands-on skills with the command-line interface for routers and switches · Links to a series of hands-on config labs developed by the author · Online, interactive practice exercises that help you hone your knowledge · More than 90 minutes of video mentoring from the author · A final preparation chapter, which guides you through tools and resources to help you craft your review and test-taking strategies · Study plan suggestions and templates to help you organize and optimize your study time Well regarded for its level of detail, study plans, assessment features, challenging review questions and exercises, video instruction, and hands-on labs, this official study guide helps you master the concepts and techniques that ensure your exam success. This official study guide helps you master all the topics on the CCENT/CCNA ICND1 exam, including · Networking fundamentals · Implementing basic Ethernet LANs · Ethernet LANs: design, VLANs, and troubleshooting · IPv4 addressing and subnetting · Implementing IPv4 · IPv4 design and troubleshooting ...
Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition
Dan Jurafsky - 2000
This comprehensive work covers both statistical and symbolic approaches to language processing; it shows how they can be applied to important tasks such as speech recognition, spelling and grammar correction, information extraction, search engines, machine translation, and the creation of spoken-language dialog agents. The following distinguishing features make the text both an introduction to the field and an advanced reference guide.- UNIFIED AND COMPREHENSIVE COVERAGE OF THE FIELDCovers the fundamental algorithms of each field, whether proposed for spoken or written language, whether logical or statistical in origin.- EMPHASIS ON WEB AND OTHER PRACTICAL APPLICATIONSGives readers an understanding of how language-related algorithms can be applied to important real-world problems.- EMPHASIS ON SCIENTIFIC EVALUATIONOffers a description of how systems are evaluated with each problem domain.- EMPERICIST/STATISTICAL/MACHINE LEARNING APPROACHES TO LANGUAGE PROCESSINGCovers all the new statistical approaches, while still completely covering the earlier more structured and rule-based methods.
Coding the Matrix: Linear Algebra through Computer Science Applications
Philip N. Klein - 2013
Mathematical concepts and computational problems are motivated by applications in computer science. The reader learns by "doing," writing programs to implement the mathematical concepts and using them to carry out tasks and explore the applications. Examples include: error-correcting codes, transformations in graphics, face detection, encryption and secret-sharing, integer factoring, removing perspective from an image, PageRank (Google's ranking algorithm), and cancer detection from cell features. A companion web site, codingthematrix.com provides data and support code. Most of the assignments can be auto-graded online. Over two hundred illustrations, including a selection of relevant "xkcd" comics. Chapters: "The Function," "The Field," "The Vector," "The Vector Space," "The Matrix," "The Basis," "Dimension," "Gaussian Elimination," "The Inner Product," "Special Bases," "The Singular Value Decomposition," "The Eigenvector," "The Linear Program"
The Deduction Guide
Louise Blackwood - 2014
The majority of the book is devoted to ways to read the world, including examples in a wide variety of topics, such as body language, clothing and other belongings, in the spirit of Sherlock Holmes. Upon reading this book, you will be able to identify if someone is liberal or conservative based on their eyes, a person’s values from their bedroom or living room, and what a person is feeling based on the position of their legs, among many other things.Stay in tune for the release of the second edition, which will go much more in depth and contain many more topics!
The Best Science Writing Online 2012
Bora Zivkovic - 2012
Featuring noted authors and journalists as well as the brightest up-and-comers writing today, this collection provides a comprehensive look at the fascinating, innovative, and trailblazing scientific achievements and breakthroughs of 2011, along with elegant and thoughtprovoking new takes on favorite topics. This is the sixth anthology of online essays edited by Bora Zivkovic, the blogs editor at Scientific American, and with each new edition, Zivkovic expands his fan base and creates a surge of excitement about upcoming compilations. Now everyone's favorite collection will reach new horizons and even more readers. Guest-edited and with an introduction by the renowned science author and blogger Jennifer Ouellette, The Best Science Writing Online 2012 marries cutting-edge science with dynamic writing that will inspire us all.
The R Book
Michael J. Crawley - 2007
The R language is recognised as one of the most powerful and flexible statistical software packages, and it enables the user to apply many statistical techniques that would be impossible without such software to help implement such large data sets.
The Math of Life and Death: 7 Mathematical Principles That Shape Our Lives
Kit Yates - 2019
But for those of us who left math behind in high school, the numbers and figures hurled at us as we go about our days can sometimes leave us scratching our heads and feeling as if we’re fumbling through a mathematical minefield. In this eye-opening and extraordinarily accessible book, mathematician Kit Yates illuminates hidden principles that can help us understand and navigate the chaotic and often opaque surfaces of our world. In The Math of Life and Death, Yates takes us on a fascinating tour of everyday situations and grand-scale applications of mathematical concepts, including exponential growth and decay, optimization, statistics and probability, and number systems. Along the way he reveals the mathematical undersides of controversies over DNA testing, medical screening results, and historical events such as the Chernobyl disaster and the Amanda Knox trial. Readers will finish this book with an enlightened perspective on the news, the law, medicine, and history, and will be better equipped to make personal decisions and solve problems with math in mind, whether it’s choosing the shortest checkout line at the grocery store or halting the spread of a deadly disease.