The manner in which computers are now able to mimic human thinking is rapidly exceeding human capabilities in everything from chess to picking the winner of a song contest. In the age of machine learning, computers do not strictly need to receive an ‘input command’ to perform a task, but rather ‘input data’. From the input of data they are able to form their own decisions and take actions virtually as a human would. But as a machine, can consider many more scenarios and execute calculations to solve complex problems. This is the element that excites companies and budding machine learning engineers the most. The ability to solve complex problems never before attempted. This is also perhaps one reason why you are looking at purchasing this book, to gain a beginner's introduction to machine learning. This book provides a plain English introduction to the following topics: - Artificial Intelligence - Big Data - Downloading Free Datasets - Regression - Support Vector Machine Algorithms - Deep Learning/Neural Networks - Data Reduction - Clustering - Association Analysis - Decision Trees - Recommenders - Machine Learning Careers This book has recently been updated following feedback from readers. Version II now includes: - New Chapter: Decision Trees - Cleanup of minor errors

    It is suited for undergraduate degree students of computer science engineering, IT as well as computer applications. This book will enable students to apply the Python programming concepts in solving real-world problems.The book begins with an introduction to computers, problem solving approaches, programming languages, object oriented programming, and Python programming. Separate chapters dealing with the important constructs of Python language such as control statements, functions, strings, files, data structures, classes and objects, inheritance, operator overloading, and exceptions are provided in the book.

    Written by three prominent members of the Perl community who each have several years of experience teaching Perl around the world, this edition has been updated to account for all the recent changes to the language up to Perl 5.8.Perl is the language for people who want to get work done. It started as a tool for Unix system administrators who needed something powerful for small tasks. Since then, Perl has blossomed into a full-featured programming language used for web programming, database manipulation, XML processing, and system administration--on practically all platforms--while remaining the favorite tool for the small daily tasks it was designed for. You might start using Perl because you need it, but you'll continue to use it because you love it.Informed by their years of success at teaching Perl as consultants, the authors have re-engineered the Llama to better match the pace and scope appropriate for readers getting started with Perl, while retaining the detailed discussion, thorough examples, and eclectic wit for which the Llama is famous.The book includes new exercises and solutions so you can practice what you've learned while it's still fresh in your mind. Here are just some of the topics covered:Perl variable typessubroutinesfile operationsregular expressionstext processingstrings and sortingprocess managementusing third party modulesIf you ask Perl programmers today what book they relied on most when they were learning Perl, you'll find that an overwhelming majority will point to the Llama. With good reason. Other books may teach you to program in Perl, but this book will turn you into a Perl programmer.

    Acclaimed data scientist DJ Patil details a new approach to solving problems in Data Jujitsu.Learn how to use a problem's "weight" against itself to:Break down seemingly complex data problems into simplified partsUse alternative data analysis techniques to examine themUse human input, such as Mechanical Turk, and design tricks that enlist the help of your users to take short cuts around tough problemsLearn more about the problems before starting on the solutions—and use the findings to solve them, or determine whether the problems are worth solving at all.

    Pick up this book only if you want to be inspired to change the world’ —–KAPIL DEVA Delhi brat studying fashion design at Leeds College of Art decides to devote her final-year project to ‘women’s empowerment'. What begins as a one-off engagement with the lives of acid-attack survivors draws her back to India to shoot a documentary on their lives. Then, an effort to raise funds for one of the survivors catapults Ria Sharma into the corrosive, devastating world of acid attacks. Today, she runs the award-winning NGO Make Love Not Scars, which works with survivors to raise funds. This is the story of how, over the years, Ria slowly learnt to find her groove as a campaigner and crusader as well as counter death threats, ageism and sexism. Her own story is closely woven with the stories of the many women who have helped her grow from a fickle girl into a woman of substance. Peppered with humour and bubbling with wisdom, Make Love Not Scars is an unusual coming-of-age tale.

    A young page in Queen Elizabeth and Prince Philip’s wedding, in thirty short years William became the House of Windsor's first modern prince but has been largely forgotten. He tested the limits of royal convention in work and love by pursuing a career in business and diplomacy and dating women who could never be accepted as a royal bride. William also lived an adventurous life, escaping several near death experiences during travels around the world, witnessing one of the most tragic periods in American history, and becoming a competitive pilot before his life was cut short in a tragic accident.Based on personal accounts by the family and friends who knew William best, extracts from his own reflections on his life and family, and photographs at different stages of his life, this book provides a unique glimpse into a prince’s coming of age and what growing up in the British royal family is really like.