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.

    Teach Yourself to Play Guitar has been created specifically for the student with no music-reading background. With lesson examples presented in today's most popular tab format, which also incorporates simple beat notation for accurate rhythm execution, Teach Yourself to Play Guitar offers the beginning guitarist not only a comprehensive introduction to essential guitar-playing fundamentals, but a quick, effective, uncomplicated and practical alternative to the multitude of traditional self-instructional method books. It also: covers power chords, barre chords, open position scales and chords (major and minor), and single-note patterns and fills; includes lesson examples and song excerpts in a variety of musical styles rock, folk, classical, country and more; familiarizes the student with fretboard organization, chord patterns, hand and finger positions, and guitar anatomy by way of easy-to-interpret diagrams, photos and illustrations; provides complete, concise explanations while keeping text to a minimum; and prepares the student for the option of further guitar instruction.

     This book is a supplement to What If? and intended to enhance the experience of reading the original book. We recommend purchasing the full version of What If? on Amazon in addition to this book. Introduction What If? Serious Scientific Answers to Absurd Hypothetical Questions presents a wide variety of questions covering a range of dubious potentialities and the results which would ensue should they become reality. The questions are collected from author Randall Munroe’s website, where they are sent in by readers of his blog. Some of the questions are conceptual, for example how much force would be required for Yoda to lift an X-fighter, others are in a more serious vein. All of the answers however are based on research and the application of scientific principles by the author, himself trained in physics and a former roboticist for NASA. Benefits Spend less time reading and more time enjoying your favorite books. Discover important details you may have missed the first time. Review key concepts in an easy-to-understand and efficient manner. Use as a reference or "cheat sheet" to quickly access important information. Pick up where you left off with the original book. Focus only on critical information and eliminate unnecessary details. Buy Now Buy Now: Only $2.99 (Save $3.00 or 50%, Regular Price: $5.99) Money Back Guarantee: If you are not 100% satisfied with your purchase, simply return it to Amazon within 7 days of purchase for a full refund. Go to Your Account -> Manage Your Content and Devices -> Find the Book -> Return for Full Refund. Read Now: Your book will be delivered to your Kindle device or free Kindle software automatically.

    This book has a very specific purpose: to help songwriters find better rhymes and use them more effectively. Rhyme is one of the most crucial areas of lyrics writing, and this guide will provide all of the technical information necessary to develop your skills completely. The exercises and worksheets help experienced writers take a fresh look at their techniques, and prevent novices from developing bad habits. Use this book to start writing better than ever before!

    The [Chithoni railway link] bridge was completed eleven weeks ahead of schedule and proved to be helpful to one and all.Two key railway projects changed the way India travels by train—the 760-km stretch of Konkan Railway and the Delhi Metro. Both the projects were up and running in seven years flat and the man in charge was Dr Elattuvalapil Sreedharan, popularly known as the Railway Man. He has been hailed as the messiah of new-age infrastructure projects and his success stories have become railway engineering benchmark.Respected, loved and equally hated, this book covers the amazing story of one man—his perseverance, beliefs, and public and private battles. India’s Railway Man: A Biography of E. Sreedharan is a tribute to this extraordinary man.

    

    Gordon strips engineering of its confusing technical terms, communicating its founding principles in accessible, witty prose.For anyone who has ever wondered why suspension bridges don't collapse under eight lanes of traffic, how dams hold back--or give way under--thousands of gallons of water, or what principles guide the design of a skyscraper, a bias-cut dress, or a kangaroo, this book will ease your anxiety and answer your questions.Structures: Or Why Things Don't Fall Down is an informal explanation of the basic forces that hold together the ordinary and essential things of this world--from buildings and bodies to flying aircraft and eggshells. In a style that combines wit, a masterful command of his subject, and an encyclopedic range of reference, Gordon includes such chapters as "How to Design a Worm" and "The Advantage of Being a Beam," offering humorous insights in human and natural creation.Architects and engineers will appreciate the clear and cogent explanations of the concepts of stress, shear, torsion, fracture, and compression. If you're building a house, a sailboat, or a catapult, here is a handy tool for understanding the mechanics of joinery, floors, ceilings, hulls, masts--or flying buttresses.Without jargon or oversimplification, Structures opens up the marvels of technology to anyone interested in the foundations of our everyday lives.

    Spanning early celestial navigation to satellite-enabled warfare, Accessory to War is a richly researched and provocative examination of the intersection of science, technology, industry, and power that will introduce Tyson’s millions of fans to yet another dimension of how the universe has shaped our lives and our world.

     #2 gives us shortcuts to help us get results in a short span of time. The book that you are holding in your hands right now is for people who want to sprint on the second path.  The Growth Hacking Book is an almanac for growth in today’s hyper-competitive business world! Curated by GrowthMedia.AI, this book features more than 35 marketing experts, trailblazing entrepreneurs, industry thought leaders and successful companies from all over the globe who share radical ideas on how you can grow your business using unconventional marketing strategies. Each chapter is a treasure trove of growth ideas that businesses in the “The Valley” try to shield from the public.  But they are not secrets anymore. This book is for you if you want to learn about:  The concept of Growth Hacking  The best growth strategies from Growth Hackers for Growth Hackers The mindset, skillset and toolset for Growth Marketers  Identifying and analyzing growth channels  The future of Growth Marketing  ...and more. The fact that you are examining to buy this book is proof that you are hungry to learn growth marketing tactics.  It proves the maxim that says — you don’t choose a book; the book chooses you. Our Contributing Authors: Amit Kumar Arun K Sharma Badr Berrada Christian Fictoor Deep Kakkad Deepak V.

    Through humor, a healthy dose of history and philosophy, and real-life examples from his days as a government bureaucrat, Schwartz shows IT leaders (and the whole of business) how to master the arts of the Monkey, the Razor, and the Sumo Wrestler to create a lean, learning, and enabling bureaucracy. For anyone frustrated by roadblocks, irritated you can't move fast enough, suffering under the weight of crushing procedures, this book is for you. No matter your role, you need a playbook for bureaucracy. This is it. With this playbook, you can wield bureaucracy as a superpower and bust through it at the same time.

    

    While this version features an older Dummies cover and design, the content is the same as the new release and should not be considered a different product. The fun and easy way to get up to speed on the basic concepts of physics For high school and undergraduate students alike, physics classes are recommended or required courses for a wide variety of majors, and continue to be a challenging and often confusing course.Physics I For Dummies tracks specifically to an introductory course and, keeping with the traditionally easy-to-follow Dummies style, teaches you the basic principles and formulas in a clear and concise manner, proving that you don't have to be Einstein to understand physics!Explains the basic principles in a simple, clear, and entertaining fashion New edition includes updated examples and explanations, as well as the newest discoveries in the field Contains the newest teaching techniques If just thinking about the laws of physics makes your head spin, this hands-on, friendly guide gets you out of the black hole and sheds light on this often-intimidating subject.

    . . and then broke? How would you survive? Could you improve on humanity's original timeline? And how hard would it be to domesticate a giant wombat? With this book as your guide, you'll survive--and thrive--in any period in Earth's history. Bestselling author and time-travel enthusiast Ryan North shows you how to invent all the modern conveniences we take for granted--from first principles. This illustrated manual contains all the science, engineering, art, philosophy, facts, and figures required for even the most clueless time traveler to build a civilization from the ground up. Deeply researched, irreverent, and significantly more fun than being eaten by a saber-toothed tiger, How to Invent Everything will make you smarter, more competent, and completely prepared to become the most important and influential person ever.

    It has been developed in response to the need for a text that supports the mastery of this difficult subject. Therefore, in addition to presenting electromagnetics in a concise and logical manner, the text includes end-of-section review questions, worked examples, boxed remarks that alert students to key ideas and tricky points, margin notes, and point-by-point chapter summaries. Examples and applications invite students to solve problems and build their knowledge of electromagnetics. Application topics include: electric motors, transmission lines, waveguides, antenna arrays and radar systems.

    Get ready to amaze your friends—and yourself—with incredible calculations you never thought you could master, as renowned “mathemagician” Arthur Benjamin shares his techniques for lightning-quick calculations and amazing number tricks. This book will teach you to do math in your head faster than you ever thought possible, dramatically improve your memory for numbers, and—maybe for the first time—make mathematics fun.Yes, even you can learn to do seemingly complex equations in your head; all you need to learn are a few tricks. You’ll be able to quickly multiply and divide triple digits, compute with fractions, and determine squares, cubes, and roots without blinking an eye. No matter what your age or current math ability, Secrets of Mental Math will allow you to perform fantastic feats of the mind effortlessly. This is the math they never taught you in school.Also available as an eBook