If you have ever found yourself lost halfway through other introductory materials on this topic, this is the book for you. If you don't understand set terminology such as vectors, hyperplanes, and centroids, then this is also the book for you. This starter course isn't a picture story book but does include many visual examples that break algorithms down into a digestible and practical format. As a starter course, this book connects the dots and offers the crash course I wish I had when I first started. The kind of guide I wish had before I started taking on introductory courses that presume you’re two days away from an advanced mathematics exam. That’s why this introductory course doesn’t go further on the subject than other introductory books, but rather, goes a step back. A half-step back in order to help everyone make his or her first strides in machine learning and is an ideal study companion for the visual learner. In this step-by-step guide you will learn: - How to download free datasets - What tools and software packages you need - Data scrubbing techniques, including one-hot encoding, binning and dealing with missing data - Preparing data for analysis, including k-fold Validation - Regression analysis to create trend lines - Clustering, including k-means and k-nearest Neighbors - Naive Bayes Classifier to predict new classes - Anomaly detection and SVM algorithms to combat anomalies and outliers - The basics of Neural Networks - Bias/Variance to improve your machine learning model - Decision Trees to decode classification Please feel welcome to join this starter course by buying a copy, or sending a free sample to your preferred device.

    Many students are bored and disengaged Teachers are handcuffed by outdated textbooks, standardized curriculum, and disinterested students. What if you could solve these problems immediately and excite even your most reluctant learners daily? Read it Today and Engage tomorrow! 33-year veteran teacher, author, presenter, and engagement guru James Alan Sturtevant makes it easy, with incredible teacher tips and tools for both the veteran and student teacher--50 engagement tools that you can begin using right now, with no special training or boring professional development. Easily rebrand your class and connect with all students Are you the teacher students "hate"? Do kids groan when they walk into your classroom? Engaging learners is all about connecting and making education fun. With Sturtevant's education tips and creative teaching tools, students will rebrand you and your class as their favorites. Best of all, they'll engage with every lesson you teach, every single day! 50 Tips and Tools Unlike other education books that weigh you down with archaic research and impossible-to-implement strategies, Hacking Engagement, the 7th book in the popular Hack Learning Series, provides 50 unique, exciting, and actionable tips and tools that you can apply right now. And there's something here for every teacher--no matter what grade or subject you teach. Try one of these amazing engagement strategies tomorrow: Engage the Enraged Create Celebrity Couple Nicknames Hash out a Hashtag Empower Students to Help You Uncover Your Biases Avoid the Great War on Yoga Pants Let Your Freak Flag Fly Become a Proponent of the Exponent Trade Blah, Blah, Blah for Zen Transform Your Class into a Focus Group Commit to Engagement Try at least one tip or tool now and witness an amazing transformation in your classroom and school. Are you ready to engage? Scroll up and grab your copy of Hacking Engagement now.

    Stealing the Network: How to Own a Shadow is the final book in Syngress ground breaking, best-selling, Stealing the Network series. As with previous title, How to Own a Shadow is a fictional story that demonstrates accurate, highly detailed scenarios of computer intrusions and counter-strikes. In How to Own a Thief, Knuth, the master-mind, shadowy figure from previous books, is tracked across the world and the Web by cyber adversaries with skill to match his own. Readers will be amazed at how Knuth, Law Enforcement, and Organized crime twist and torque everything from game stations, printers and fax machines to service provider class switches and routers steal, deceive, and obfuscate. From physical security to open source information gathering, Stealing the Network: How to Own a Shadow will entertain and educate the reader on every page. The book s companion Web site will also provide special, behind-the-scenes details and hacks for the reader to join in the chase for Knuth. . The final book in the Stealing the Network series will be a must read for the 50,000 readers worldwide of the first three titles . The companion Web site to the book will provide challenging scenarios from the book to allow the reader to track down Knuth . Law enforcement and security professionals will gain practical, technical knowledge for apprehending the most supplicated cyber-adversaries

    For companies obliged to improvise, this pragmatic guide provides a security-101 handbook with steps, tools, processes, and ideas to help you drive maximum-security improvement at little or no cost.Each chapter in this book provides step-by-step instructions for dealing with a specific issue, including breaches and disasters, compliance, network infrastructure and password management, vulnerability scanning, and penetration testing, among others. Network engineers, system administrators, and security professionals will learn tools and techniques to help improve security in sensible, manageable chunks.Learn fundamentals of starting or redesigning an InfoSec programCreate a base set of policies, standards, and proceduresPlan and design incident response, disaster recovery, compliance, and physical securityBolster Microsoft and Unix systems, network infrastructure, and password managementUse segmentation practices and designs to compartmentalize your networkExplore automated process and tools for vulnerability managementSecurely develop code to reduce exploitable errorsUnderstand basic penetration testing concepts through purple teamingDelve into IDS, IPS, SOC, logging, and monitoring

    For many, home values are still too low and unemployment is still too high. Others have prospered despite the ups and downs. In Clark Howard's Living Large for the Long Haul, the renowned broadcaster examines our new paradigm through the eyes of those whose financial portfolios have beaten the odds, and those whose economic situation has gone off course. Through these fascinating personal accounts, listeners will uncover amazing opportunities and smart decisions, finding advantages in bleak times for lasting payoffs in the long run.

    This book reducesthe investigative workload of computer security incident response teams(CSIRT) by posturing organizations for incident response success.Firewalls can fail. Intrusion-detection systems can be bypassed. Networkmonitors can be overloaded. These are the alarming but true facts aboutnetwork security. In fact, too often, security administrators' tools can serve asgateways into the very networks they are defending.Now, a novel approach to network monitoring seeks to overcome theselimitations by providing dynamic information about the vulnerability of allparts of a network. Called network security monitoring (NSM), it draws on acombination of auditing, vulnerability assessment, intrusion detection andprevention, and incident response for the most comprehensive approach tonetwork security yet. By focusing on case studies and the application of opensourcetools, the author helps readers gain hands-on knowledge of how tobetter defend networks and how to mitigate damage from security incidents.

    all of these potential threats can tempt parents to snatch the smartphone or tablet right out of their children's hands. While avoidance might eliminate the dangers, that approach also means your child misses out on technology's many benefits and opportunities.Raising Humans in a Digital World shows how digital kids must learn to navigate this environment, throughdeveloping social-emotional skillsbalancing virtual and real lifebuilding safe and healthy relationshipsavoiding cyberbullies and online predatorsprotecting personal informationidentifying and avoiding fake news and questionable contentbecoming positive role models and leaders.This book is packed with at-home discussion topics and enjoyable activities that any busy family can slip into their daily routine. Full of practical tips grounded in academic research and hands-on experience, today's parents finally have what they've been waiting for--a guide to raising digital kids who will become the positive and successful leaders our world desperately needs.Praise for Raising Humans in a Digital World"If you need practical, positive advice on how to handle your and your kids' digital lives, look no further. This book tackles the risks and addresses the potential harms, while keeping our eyes on the prize of the remarkable rewards that the online world brings."--Stephen Balkam, founder & CEO, Family Online Safety Institute"Raising Humans in a Digital World is not only a timely book, it's essential reading for every parent, grandparent, and teacher. Diana Graber empowers you through her educational (proven and practical) curriculum and engages you through anecdotal stories."--Sue Scheff, founder of Parents' Universal Resource Experts and author of Shame Nation, Google Bomb, and Wit's End"Brilliant, compelling, and essential are the first words that came to my mind when reading Diana Graber's Raising Humans in a Digital World. Diana not only taps her own exemplary expertise but also assembles a "who's who" of digital thought leaders to deliver a treasure trove of pragmatic advice via an engaging storytelling style."--Alan Katzman, founder and CEO, Social Assurity LLC"Diana Graber not only shows parents how to create safe and responsible relationships in this ever-changing digital world, but she gives them the powerful tools to navigate through the many aspects of what is required to keep kids safe online. The misuse of technology and the cruel behaviors that take place daily by kids and teens can be changed, and Graber shows this in her informative and educational book Raising Humans in a Digital World. The book should be every parent's bible as a resource to ensure that their children are responsible and safe."--Ross Ellis, founder and CEO, STOMP Out Bullying"This beautifully written book gives you the tools to raise healthy kids in a digital world. The anecdotes underscore the thoughtfulness of today's youth and their hunger for learning how to navigate their world well, instead of just being warned off by fearful adults. It is thoughtfully organized and theoretically sound, and will empower parents to have some of those much-needed conversations with their kids."--Dr. Pamela Rutledge, director, Media Psychology Research Center and faculty member, Fielding Graduate University

    And if every page of these chapters does not proclaim to the reader that the only means for the realization of Truth is ahimsa, I shall deem all my labour in writing these chapters to have been in vain. And, even though my efforts in this behalf may prove fruitless, let the readers know that the vehicle, not the great principle, is at fault.- M. K. Gandhi

    This book will help those familiar the command line and basic shell scripting start using Ansible to provision and manage anywhere from one to thousands of servers.The book begins with fundamentals, like installing Ansible, setting up a basic inventory file, and basic concepts, then guides you through Ansible's many uses, including ad-hoc commands, basic and advanced playbooks, application deployments, custom modules, and special cases like running ansible in 'pull' mode when you have thousands of servers to manage (or more). Everything is explained with pertinent real-world examples, often using Vagrant-managed virtual machines.

    The artificial intelligence system, created by DeepMind, had been fed nothing but the rules of the Royal Game when it beat the world’s strongest chess engine in a prolonged match. The selection of ten games published in December 2017 created a worldwide sensation: how was it possible to play in such a brilliant and risky style and not lose a single game against an opponent of superhuman strength?For Game Changer, Matthew Sadler and Natasha Regan investigated more than two thousand previously unpublished games by AlphaZero. They also had unparalleled access to its team of developers and were offered a unique look ‘under the bonnet’ to grasp the depth and breadth of AlphaZero’s search. Sadler and Regan reveal its thinking process and tell the story of the human motivation and the techniques that created AlphaZero.Game Changer also presents a collection of lucidly explained chess games of astonishing quality. Both professionals and club players will improve their game by studying AlphaZero’s stunning discoveries in every field that matters: opening preparation, piece mobility, initiative, attacking techniques, long-term sacrifices and much more.The story of AlphaZero has a wider impact. Game Changer offers intriguing insights into the opportunities and horizons of Artificial Intelligence. Not just in solving games, but in providing solutions for a wide variety of challenges in society.With a foreword by former World Chess Champion Garry Kasparov and an introduction by DeepMind CEO Demis Hassabis.Matthew Sadler (1974) is a Grandmaster who twice won the British Championship and was awarded an individual Gold Medal at the 1996 Olympiad. He has authored several highly acclaimed books on chess and has been writing the famous ‘Sadler on Books’ column for New In Chess magazine for many years. Natasha Regan is a Women’s International Master from England who achieved a degree in mathematics from Cambridge University. Matthew Sadler and Natasha Regan won the English Chess Federation 2016 Book of the Award for their book Chess for Life.

    But first, let me tell you a little secret about SEO marketing... Most of the search engine optimization advice on the Internet is just plain wrong!If you've sifted through the torrents of search engine optimization advice online, you may have noticed two things: - Most of the knowledge on SEO is either completely outdated or just dead-wrong.- Google's constant updates have rendered many well known SEO strategies completely useless.Why is this so? Google are constantly evolving, making it extremely difficult to know what currently works. Some recent changes: 1. August, 2014 - Google announced sites secured with SSL certificates will get an advantage in search engines.2. July, 2014 - Google released a big update dramatically affecting how often the local business listings appear in the search results.3. May, 2014 - Google announced a game changing update, punishing sites with poor quality content and user experience.SEO 2014 walks you through the above updates and more. This book also reveals industry secrets about Google's algorithm, so you can learn SEO from a fundamental level, achieve top rankings in Google, and generate hundreds, or even thousands of new customers to your site. Sidestep the feared 2014 Google updatesContrary to Internet marketing chatter, problems caused by Google updates are hardly irrecoverable or unavoidable—but you need the right knowledge. This book reveals in granular detail: - Recent Google updates—Panda 4.0, Pigeon, Hummingbird and beyond.- Steps required to recover from a Google penalty.- How to avoid being penalised in 2014 and beyond.Discover powerful link building techniques experts use to get top rankings and generate massive trafficLink building is simply the strongest factor for ranking high in Google. Unfortunately, most widely-used methods just plain suck! This chapter walkers you through the most powerful techniques that work wonders and won't get you in hot-water with Google. You will also discover: 1. How to leverage social media to skyrocket traffic to your site.2. How to find "money" keywords that will send customers to your site.3. The dirty secret about link-building.4. Sneaky tricks to get local businesses ranking high with local search engine optimization.5. How to get expert SEO or internet marketing advice, completely free.6. The new meta technology search engines love, schema.org, and how to use it to get more traffic.You will also learn the little-known search engine optimization tools top internet marketing experts useThe SEO tools chapter lists 20+ of the powerful tools top internet marketing experts are using to automate their search engine optimization, saving weeks of time, and creating bigger results... and most of the tools are free! And read the very special bonus chapter on pay-per-click advertisingIn this special bonus chapter, learn how to quickly and effectively setup a pay-per-click advertising campaign with Google AdWords, and send more traffic and customers to your website overnight. As one of the most advanced and comprehensive SEO books ever published, SEO 2014 contains everything you need to learn SEO and dominate search engines in 2014. Purchase from Amazon and get started right away!

    Eric Goodman’s visionary approach to mindful movement corrects the complacent adaptations that lead to back and joint pain, and teaches us to harness the body’s natural movement patterns into daily activities to make us fit, healthy, and pain free.Our sedentary lifestyle has led to an epidemic of chronic pain. By adapting to posture and movement that have us out of balance—including sitting all day at a keyboard, tilting our heads forward to look at our phones—we consistently compromise our joints, give our organs less room to function, and weaken our muscles. How we hold and live in our bodies is fundamental to our overall health, and the good news is that we all hold the key to a healthier body.Dr. Goodman has spent years studying human physiology and movement. He has trained world-class athletes for better performance, and has healed people of all ages and occupations of lifelong debilitating pain. His theory of self-healing is now available to everyone. His practical program trains the posterior muscle chain—shoulders, back, butt, and legs—shifting the burden of support away from joints and putting it back where it belongs: into large muscle groups.Filled with helpful diagrams and sixty color photographs, True to Form shows readers how to successfully integrate these powerful movements into everyday life—from playing with the kids to washing dishes to long hours in the office—transforming ordinary physical actions into active and mindful movements that help to eliminate pain, up your game, or simply feel more energetic. True to Form shows you how to move better, breathe better, and get back to using your body the way nature intended.

    Levitt, co-author of Freakonomics - One of the best books of the year--NatureMary Aiken, the world's leading expert in forensic cyberpsychology, offers a starting point for all future conversations about how the Internet is shaping development and behavior, societal norms and values, children, safety, privacy, and our perception of the world. Drawing on her own research and extensive experience with law enforcement, Aiken covers a wide range of subjects, from the impact of screens on the developing child to the explosion of teen sexting and the acceleration of compulsive and addictive behaviors online. Aiken provides surprising statistics and incredible-but-true case studies of hidden trends that are shaping our culture and raising troubling questions about where the digital revolution is taking us.Praise for The Cyber Effect"How to guide kids in a hyperconnected world is one of the biggest challenges for today's parents. Mary Aiken clearly and calmly separates reality from myth. She clearly lays out the issues we really need to be concerned about and calmly instructs us on how to keep our kids safe and healthy in their digital lives."--Peggy Orenstein, author of the New York Times bestseller Girls & Sex"[A] fresh voice and a uniquely compelling perspective that draws from the murky, fascinating depths of her criminal case file and her insight as a cyber-psychologist . . . This is Aiken's cyber cri de coeur as a forensic scientist, and she wants everyone on the case."--The Washington Post"Fascinating . . . If you have children, stop what you are doing and pick up a copy of The Cyber Effect."--The Times (UK)"An incisive tour of sociotechnology and its discontents."--Nature"Just as Rachel Carson launched the modern environmental movement with her Silent Spring, Mary Aiken delivers a deeply disturbing, utterly penetrating, and urgently timed investigation into the perils of the largest unregulated social experiment of our time."--Bob Woodward"Mary Aiken takes us on a fascinating, thought-provoking, and at times scary journey down the rabbit hole to witness how the Internet is changing the human psyche. A must-read for anyone who wants to understand the temptations and tragedies of cyberspace."--John R. Suler, PhD, author of The Psychology of Cyberspace"Drawing on a fascinating and mind-boggling range of research and knowledge, Mary Aiken has written a great, important book that terrifies then consoles by pointing a way forward so that our experience online might not outstrip our common sense."--Steven D. Levitt"Having worked with law enforcement groups from INTERPOL and Europol as well as the U.S. government, Aiken knows firsthand how today's digital tools can be exploited by criminals lurking in the Internet's Dark Net."--Newsweek

    Something no other host nation had ever achieved in the next Games.In The Talent Lab, Owen Slot brings unique access to Team GB’s intelligence, sharing for the first time the incredible breakthroughs and insights they discovered that often extend way beyond sport. Using lessons from organisations as far afield as the Yehudi Menuhin School of Music, the NFL Draft, the Royal College of Surgeons and the SAS, it shows how talent can be discovered, created, shaped and sustained.Charting the success of the likes of Chris Hoy, Max Whitlock, Adam Peaty, Ed Clancy, Lizzy Yarnold, Dave Henson, Tom Daley, Jessica Ennis-Hill, Katherine Grainger, the Brownlee Brothers, Helen Glover, Anthony Joshua and the women’s hockey team, The Talent Lab tells just how it was done and how any team, business or individual might learn from it.

    As the size and complexity of commercial software have grown, the gap between academic computer science and industry has widened. It's an open secret that there is little engineering in software engineering, which continues to rely not on codified scientific knowledge but on intuition and experience.Barr, who worked as a programmer for more than twenty years, describes how the industry has evolved, from the era of mainframes and Fortran to today's embrace of the cloud. He explains bugs and why software has so many of them, and why today's interconnected computers offer fertile ground for viruses and worms. The difference between good and bad software can be a single line of code, and Barr includes code to illustrate the consequences of seemingly inconsequential choices by programmers. Looking to the future, Barr writes that the best prospect for improving software engineering is the move to the cloud. When software is a service and not a product, companies will have more incentive to make it good rather than "good enough to ship."