Right?! Machine Learning is a branch of computer science that wants to stop programming computers using a detailed list of commands to follow blindly. Instead, their aim is to implement high-level routines that teach computers how to approach new and unknown problems – these are called algorithms. In practice, they want to give computers the ability to Learn and to Adapt. We can use these algorithms to obtain insights, recognize patterns and make predictions from data, images, sounds or videos we have never seen before – or even knew existed. Unfortunately, the true power and applications of today’s Machine Learning Algorithms remain deeply misunderstood by most people. Through this book I want fix this confusion, I want to shed light on the most relevant Machine Learning Algorithms used in the industry. I will show you exactly how each algorithm works, why it works and when you should use it. Supervised Learning Algorithms K-Nearest Neighbour Naïve Bayes Regressions Unsupervised Learning Algorithms: Support Vector Machines Neural Networks Decision Trees

    The Department of Justice’s endeavors to capture him on video surveillance likewise came up empty, because he rarely left his modest row house at 2230 Ocean Pkwy., in Brooklyn, New York. He was silent and reclusive to a fault. And by the time the public got their first look at him in 1970 (following an arrest on a trumped-up charge that was never prosecuted) he was already the most powerful mafia boss in the country, controlling a crew of 800 mafiosi, who oversaw nearly 50 criminal and legitimate businesses, which netted his crime family over $1 billion in annual revenue. Yet few even knew his name, let alone his story. Now, for the first time ever, the true story of Carlo Gambino is told in full, gory detail. Gambino: The Rise, A Novel Based on a True Story, unveils the intricate machinations of Gambino’s ascent, from poor, immigrant stowaway, to billionaire boss of America’s most deadly and elite crime family. On this journey, we meet such celebrity hoods as Charlie “Lucky” Luciano, Al “Scarface” Capone, Meyer Lansky, Vito Genovese, and Albert “The Mad Hatter” Anastasia… all of whom became pawns on Gambino’s Machiavellian chess set. Gambino’s story is a rags to riches tail of the bloodiest kind, which explores the dichotomies of family, wealth, and power within the mafia environment. With its careful scrutiny of mob business and brutality, Gambino: The Rise will undoubtedly draw comparisons to Mario Puzo’s timeless classic, The Godfather. But this is to be expected, especially when Puzo’s fictional crime patriarch, Vito Corleone, was based on none other than Carlo Gambino. Gambino: The Rise is a historical novel for the ages that will leave readers shell-shocked with every flip of the page, until its earth-shattering and climactic end.

    Despite her harsh and abusive upbringing, she worked hard and studied harder. With an IQ of 252. she's a certified genius and is working towards her Masters's Degree in Computer Engineering and Computer Science at Stanford University.When tough times hit and she's desperate for money, she steals $5 Million from an offshore bank account. Little did she know she was stealing from the most ruthless Mafia Boss in the world: Dante Vino.

    But the cosmos has something different in store... From Chapter One: THE ARRIVAL "I didn’t even really see it. I felt it and there was a flash of brilliant green and blue light. But I had no idea what was going on. All I knew was that something had entered my room before I could get the window closed, the force of it knocking me to the floor." "It was standing there, no taller than my knee. It was green, with little pointy ears and a little face. I didn’t even know whether it was a he or a she. It just stood there, shaking its head back and forth and examining the wreckage that must’ve been a spaceship of sorts, though it looked no bigger than a toy truck." This is book one in this serialized story that’s ideal for kids ages 9-12. These books are the perfect thing to listen to and read right before bedtime, or when you just have a few spare moments. Each book will be approximately 7500 words, with the audiobook clocking in at about 35 - 40 minutes. Audiobooks, used in tandem with a text, are a great way to increase your child’s reading fluency, vocabulary and word acquisition, and comprehension! Book Tags: Fantasy stories for kids 4-8, bedtime stories children’s values books, Bedtime stories for kids ages 4-8, Bedtime stories for kids ages 3-8, stories for girls ages 4-8, short books for kids 4-8, short books for girls 4-8, Kindle Unlimited Books For Kids, kids books, children's books bedtime stories for kids, bedtime storybook collection, bedtime storybook, kids stories, bedtime stories for children, bedtime reading, free childrens books, Children's books, short stories, kids stories, stories for kids, stories for children, kids ebooks, short stories, bedtime stories, kids stories, stories for kids, short stories for kids, short stories, stories for kids, jokes, kids stories, childrens stories, kids books, childrens books, books for kids, bedtime stories, kids books, ebooks, books for kids, jokes, kids, hilarious, children, kid, kids books, childrens books, childrens book, kids book about animals, elementary, kids book, books for kids, childrens book, book, kindle book, kindle ebook, comedy, kindle unlimited, kindle unlimited books for kids, kindle unlimited books for children, humor, early reader, beginning reader, kids comedy, bedtime stories, free ebooks, ebooks free, stories for kids, preschool, ages 3-5, ages 6-8, ages 9-12, preteen, beginning readers, beginner reading, kids stories, children stories

    They've come up with a plan to lure the criminal out of hiding, but everything goes terribly wrong during the mission when each agent becomes compromised and sent to the principal's office. The worst part is that Nolan himself has been labeled as the cheater! Now the only way he can clear his name is to find the real cheater, but with the entire school hunting after him, it's not going to be so easy. Join Nolan as he unravels the mystery with a jaw dropping twist at the end.6th Grade Spy is a 7500 word exciting mystery that's entertaining for kids and adults (who never grew up).

    The book assumes no prior knowledge of computer programming and progressively covers all the essential steps needed to become confident and proficient in using R within a day. Topics include how to input, manipulate, format, iterate (loop), query, perform basic statistics on, and plot data, via a step-by-step technique and demonstrations using in-built datasets which the reader is encouraged to replicate on their computer. Each chapter also includes exercises (with solutions) to practice key skills and empower the reader to build on the essentials gained during this introductory course.

    There can be so much information available that you can't even decide where to start. Or worse, you start down the path of learning and quickly discover too many concepts, commands, and nuances that aren't explained. This kind of experience is frustrating and leaves you with more questions than answers.Python Programming for Beginners doesn't make any assumptions about your background or knowledge of Python or computer programming. You need no prior knowledge to benefit from this book. You will be guided step by step using a logical and systematic approach. As new concepts, commands, or jargon are encountered they are explained in plain language, making it easy for anyone to understand. Here is what you will learn by reading Python Programming for Beginners: When to use Python 2 and when to use Python 3. How to install Python on Windows, Mac, and Linux. Screenshots included. How to prepare your computer for programming in Python. The various ways to run a Python program on Windows, Mac, and Linux. Suggested text editors and integrated development environments to use when coding in Python. How to work with various data types including strings, lists, tuples, dictionaries, booleans, and more. What variables are and when to use them. How to perform mathematical operations using Python. How to capture input from a user. Ways to control the flow of your programs. The importance of white space in Python. How to organize your Python programs -- Learn what goes where. What modules are, when you should use them, and how to create your own. How to define and use functions. Important built-in Python functions that you'll use often. How to read from and write to files. The difference between binary and text files. Various ways of getting help and find Python documentation. Much more... Every single code example in the book is available to download, providing you with all the Python code you need at your fingertips! Scroll up, click the Buy Now With 1 Click button and get started learning Python today!

    Mastering Algorithms with C offers you a unique combination of theoretical background and working code. With robust solutions for everyday programming tasks, this book avoids the abstract style of most classic data structures and algorithms texts, but still provides all of the information you need to understand the purpose and use of common programming techniques.Implementations, as well as interesting, real-world examples of each data structure and algorithm, are included.Using both a programming style and a writing style that are exceptionally clean, Kyle Loudon shows you how to use such essential data structures as lists, stacks, queues, sets, trees, heaps, priority queues, and graphs. He explains how to use algorithms for sorting, searching, numerical analysis, data compression, data encryption, common graph problems, and computational geometry. And he describes the relative efficiency of all implementations. The compression and encryption chapters not only give you working code for reasonably efficient solutions, they offer explanations of concepts in an approachable manner for people who never have had the time or expertise to study them in depth.Anyone with a basic understanding of the C language can use this book. In order to provide maintainable and extendible code, an extra level of abstraction (such as pointers to functions) is used in examples where appropriate. Understanding that these techniques may be unfamiliar to some programmers, Loudon explains them clearly in the introductory chapters.Contents include:PointersRecursionAnalysis of algorithmsData structures (lists, stacks, queues, sets, hash tables, trees, heaps, priority queues, graphs)Sorting and searchingNumerical methodsData compressionData encryptionGraph algorithmsGeometric algorithms

    Bill, Brian, and Cathy had the perfect camping trip planned. It was supposed to be a weekend filled with good friends and healing. But when an unexpected collision with fate leaves them stranded deep in the wilderness, they find a deserted town not listed on any map. Somewhere time doesn't exist and nothing seems quite right. Somewhere no one ever leaves and insidious things wait in the dark. When they meet a desperate man searching for his lost love and a suspiciously prepared stranger they are forced to work together to find an escape. A vacation soon becomes a fight for survival when a mysterious figure from Bill's past returns and the true nature of the town is revealed.

    Many exercises are presented to help reinforce the lessons learned, and answers to the exercises are given in a new appendix.Most of the remaining chapters are dedicated to the reference material, which describes in detail the standard features of Scheme included in the Revised$^5$ Report on Scheme and the ANSI/IEEE standard for Scheme.Numerous examples are presented throughout the introductory and reference portions of the text, and a unique set of extended example programs and applications, with additional exercises, are presented in the final chapter. Reinforcing the book's utility as a reference text are appendices that present the formal syntax of Scheme, a summary of standard forms and procedures, and a bibliography of Scheme resources.The Scheme Programming Language stands alone as an introduction to and essential reference for Scheme programmers. it is also useful as a supplementary text for any course that uses Scheme.The Scheme Programming Language is illustrated by artist Jean-Pierre Hébert, who writes Scheme programs to extend his ability to create sophisticated works of digital art.R. Kent Dybvig is Professor of Computer Science at Indiana University and principal developer of Chez Scheme.

    The open nature of the Android OS offers programmers the freedom to access the platform's capabilities and this straightforward guide walks you through the steps for creating amazing Android applications. Android programming expert Donn Felker explains how to download the SDK, get Eclipse up and running, code Android applications, and submit your finished products to the Android Market. Featuring two sample programs, this introductory book explores everything from the simple basics to more advanced aspects of the Android platform.Takes you soup through nuts of developing applications for the Android platform Begins with downloading the SDK, then explains how to code Android applications and submit projects to the Android Market Written by Android guru Donn Felker, who breaks every aspect of developing applications for the Android platform into easily digestible pieces No matter your level of programming experience, Android Application Development For Dummies is an ideal guide for getting started with developing applications for the Android platform.

    That means you can't tap into the full power of Rails unless you master the Ruby language. ""Ruby for Rails,"" written by Ruby expert David Black (with a forward by David Heinemeier Hansson), helps Rails developers achieve Ruby mastery. Each chapter deepens your Ruby knowledge and shows you how it connects to Rails. You'll gain confidence working with objects and classes and learn how to leverage Ruby's elegant, expressive syntax for Rails application power. And you'll become a better Rails developer through a deep understanding of the design of Rails itself and how to take advantage of it.Newcomers to Ruby will find a Rails-oriented Ruby introduction that's easy to read and that includes dynamic programming techniques, an exploration of Ruby objects, classes, and data structures, and many neat examples of Ruby and Rails code in action. ""Ruby for Rails"": the Ruby guide for Rails developers!What's Inside Classes, modules, and objects Collection handling and filtering String and regular expression manipulation Exploration of the Rails source code Ruby dynamics Many more programming concepts and techniques!

    

     Rails(TM) AntiPatterns identifies these widespread Rails code and design problems, explains why they're bad and why they happen--and shows exactly what to do instead.The book is organized into concise, modular chapters--each outlines a single common AntiPattern and offers detailed, cookbook-style code solutions that were previously difficult or impossible to find. Leading Rails developers Chad Pytel and Tammer Saleh also offer specific guidance for refactoring existing bad code or design to reflect sound object-oriented principles and established Rails best practices. With their help, developers, architects, and testers can dramatically improve new and existing applications, avoid future problems, and establish superior Rails coding standards throughout their organizations.This book will help you understand, avoid, and solve problems withModel layer code, from general object-oriented programming violations to complex SQL and excessive redundancy Domain modeling, including schema and database issues such as normalization and serialization View layer tools and conventions Controller-layer code, including RESTful code Service-related APIs, including timeouts, exceptions, backgrounding, and response codes Third-party code, including plug-ins and gems Testing, from test suites to test-driven development processes Scaling and deployment Database issues, including migrations and validations System design for "graceful degradation" in the real world

    As a professional C++ developer and former Harvard teaching fellow, I know what you need to know to be a great C++ programmer, and I know how to teach it, one step at a time. I know where people struggle, and why, and how to make it clear. I cover every step of the programming process, including:Getting the tools you need to program and how to use them*Basic language feature like variables, loops and functions*How to go from an idea to code*A clear, understandable explanation of pointers*Strings, file IO, arrays, references*Classes and advanced class design*C++-specific programming patterns*Object oriented programming*Data structures and the standard template library (STL)Key concepts are reinforced with quizzes and over 75 practice problems.