Machine Learning For Dummies

Filename: machine-learning-for-dummies.pdf
ISBN: 9781119245773
Release Date: 2016-05-11
Number of pages: 432
Author: John Paul Mueller
Publisher: John Wiley & Sons

Download and read online Machine Learning For Dummies in PDF and EPUB Your no-nonsense guide to making sense of machine learning Machine learning can be a mind-boggling concept for the masses, but those who are in the trenches of computer programming know just how invaluable it is. Without machine learning, fraud detection, web search results, real-time ads on web pages, credit scoring, automation, and email spam filtering wouldn't be possible, and this is only showcasing just a few of its capabilities. Written by two data science experts, Machine Learning For Dummies offers a much-needed entry point for anyone looking to use machine learning to accomplish practical tasks. Covering the entry-level topics needed to get you familiar with the basic concepts of machine learning, this guide quickly helps you make sense of the programming languages and tools you need to turn machine learning-based tasks into a reality. Whether you're maddened by the math behind machine learning, apprehensive about AI, perplexed by preprocessing data—or anything in between—this guide makes it easier to understand and implement machine learning seamlessly. Grasp how day-to-day activities are powered by machine learning Learn to 'speak' certain languages, such as Python and R, to teach machines to perform pattern-oriented tasks and data analysis Learn to code in R using R Studio Find out how to code in Python using Anaconda Dive into this complete beginner's guide so you are armed with all you need to know about machine learning!


Machine Learning

Filename: machine-learning.pdf
ISBN: 9780262529518
Release Date: 2016-10-07
Number of pages: 224
Author: Ethem Alpaydin
Publisher: MIT Press

Download and read online Machine Learning in PDF and EPUB A concise overview of machine learning -- computer programs that learn from data -- which underlies applications that include recommendation systems, face recognition, and driverless cars.


Machine Learning with R

Filename: machine-learning-with-r.pdf
ISBN: 9781782162155
Release Date: 2013-10-25
Number of pages: 396
Author: Brett Lantz
Publisher: Packt Publishing Ltd

Download and read online Machine Learning with R in PDF and EPUB Written as a tutorial to explore and understand the power of R for machine learning. This practical guide that covers all of the need to know topics in a very systematic way. For each machine learning approach, each step in the process is detailed, from preparing the data for analysis to evaluating the results. These steps will build the knowledge you need to apply them to your own data science tasks.Intended for those who want to learn how to use R's machine learning capabilities and gain insight from your data. Perhaps you already know a bit about machine learning, but have never used R; or perhaps you know a little R but are new to machine learning. In either case, this book will get you up and running quickly. It would be helpful to have a bit of familiarity with basic programming concepts, but no prior experience is required.


Android Apps for Absolute Beginners

Filename: android-apps-for-absolute-beginners.pdf
ISBN: 9781484222683
Release Date: 2017-03-14
Number of pages: 484
Author: Wallace Jackson
Publisher: Apress

Download and read online Android Apps for Absolute Beginners in PDF and EPUB Get your first Android apps up and running with the help of plain English and practical examples. If you have a great idea for an Android app, but have never programmed before, then this book is for you. Android Apps for Absolute Beginners cuts through the fog of jargon and mystery that surrounds Android app development, and gives you simple, step-by-step instructions to get you started. This book teaches Android application development in language anyone can understand, giving you the best possible start in Android development. It provides clean, straightforward examples that make learning easy, allowing you to pick up the concepts without fuss. It offers clear code descriptions and layout so that you can get your apps running as soon as possible Although this book covers what's new in Android 7, it is also backwards compatible to cover some of the previous Android releases. What You'll Learn Download, install, and configure the latest software needed for Android app development Work efficiently using an integrated development environment (IDE) Build useful, attractive applications and get them working immediately Create apps with ease using XML markup and drag-and-drop graphical layout editors Use new media and graphics to skin your app so that it has maximum appeal Create advanced apps combining XML, Java and new media content Who This Book Is For If you have a great idea for an Android app, but have never programmed before, then this book is for you. You don’t need to have any previous computer programming skills — as long as you have a desire to learn and you know which end of the mouse is which, the world of Android apps development awaits.


Fundamentals of Machine Learning for Predictive Data Analytics

Filename: fundamentals-of-machine-learning-for-predictive-data-analytics.pdf
ISBN: 9780262029445
Release Date: 2015-07-24
Number of pages: 624
Author: John D. Kelleher
Publisher: MIT Press

Download and read online Fundamentals of Machine Learning for Predictive Data Analytics in PDF and EPUB A comprehensive introduction to the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications.


Deep Learning

Filename: deep-learning.pdf
ISBN: 9780262035613
Release Date: 2016-11-18
Number of pages: 800
Author: Ian Goodfellow
Publisher: MIT Press

Download and read online Deep Learning in PDF and EPUB An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives.


Artificial Intelligence with Python

Filename: artificial-intelligence-with-python.pdf
ISBN: 178646439X
Release Date: 2017-04-28
Number of pages: 521
Author: Prateek Joshi
Publisher:

Download and read online Artificial Intelligence with Python in PDF and EPUB Build real-world AI applications with Python to intelligently interact with your surroundingsAbout This Book* Step into the amazing world of intelligent apps using this comprehensive guide* Enter the world of AI, explore it, and become independent to create your own AI apps* Work through simple yet insightful examples that will get you up and running with artificial intelligence in no timeWho This Book Is ForThis book is for Python developers who want to build real-world AI applications. This book is friendly to Python beginners, but being familiar with Python would be useful to play around with the code. It will also be useful for experienced Python programmers who are looking to implement AI techniques in their existing technology stacks.What You Will Learn* Find out how to use different classification and regression techniques* Understand the concept of clustering and how to use it to automatically segment data* See how to build an intelligent recommender system* Understand logic programming and how to use it* Develop automatic speech recognition systems* Understand the basics of heuristic search and genetic programming* Develop an understanding of reinforcement learning* Discover how to build AI applications centered on images, text, and time series data* Understand how to use deep learning algorithms and build applications based on itIn DetailAI is becoming increasingly relevant in the modern world where the ecosystem is driven by technology and data. AI is used extensively across many fields such as robotics, computer vision, finance, and so on. We will explore various real-world scenarios in this book and you'll learn about various AI algorithms that can be used to build various applications.During the course of this book, you will find out how to make informed decisions about what algorithms to use in a given context. Starting from the basics of the AI concepts, you will learn how to develop the various building blocks of AI using different data mining techniques. You will see how to implement different algorithms to get the best possible results, and will understand how to apply them to real-world scenarios. If you want to add an intelligence layer to any application based on images, text, stock market, or some other form of data, this exciting book on AI will definitely guide you all the way!


Python Machine Learning

Filename: python-machine-learning.pdf
ISBN: 9781783555147
Release Date: 2015-09-23
Number of pages: 454
Author: Sebastian Raschka
Publisher: Packt Publishing Ltd

Download and read online Python Machine Learning in PDF and EPUB Unlock deeper insights into Machine Leaning with this vital guide to cutting-edge predictive analytics About This Book Leverage Python's most powerful open-source libraries for deep learning, data wrangling, and data visualization Learn effective strategies and best practices to improve and optimize machine learning systems and algorithms Ask – and answer – tough questions of your data with robust statistical models, built for a range of datasets Who This Book Is For If you want to find out how to use Python to start answering critical questions of your data, pick up Python Machine Learning – whether you want to get started from scratch or want to extend your data science knowledge, this is an essential and unmissable resource. What You Will Learn Explore how to use different machine learning models to ask different questions of your data Learn how to build neural networks using Keras and Theano Find out how to write clean and elegant Python code that will optimize the strength of your algorithms Discover how to embed your machine learning model in a web application for increased accessibility Predict continuous target outcomes using regression analysis Uncover hidden patterns and structures in data with clustering Organize data using effective pre-processing techniques Get to grips with sentiment analysis to delve deeper into textual and social media data In Detail Machine learning and predictive analytics are transforming the way businesses and other organizations operate. Being able to understand trends and patterns in complex data is critical to success, becoming one of the key strategies for unlocking growth in a challenging contemporary marketplace. Python can help you deliver key insights into your data – its unique capabilities as a language let you build sophisticated algorithms and statistical models that can reveal new perspectives and answer key questions that are vital for success. Python Machine Learning gives you access to the world of predictive analytics and demonstrates why Python is one of the world's leading data science languages. If you want to ask better questions of data, or need to improve and extend the capabilities of your machine learning systems, this practical data science book is invaluable. Covering a wide range of powerful Python libraries, including scikit-learn, Theano, and Keras, and featuring guidance and tips on everything from sentiment analysis to neural networks, you'll soon be able to answer some of the most important questions facing you and your organization. Style and approach Python Machine Learning connects the fundamental theoretical principles behind machine learning to their practical application in a way that focuses you on asking and answering the right questions. It walks you through the key elements of Python and its powerful machine learning libraries, while demonstrating how to get to grips with a range of statistical models.


Python for Kids

Filename: python-for-kids.pdf
ISBN: 9781593274078
Release Date: 2013
Number of pages: 344
Author: Jason R. Briggs
Publisher: No Starch Press

Download and read online Python for Kids in PDF and EPUB Introduces the basics of the Python programming language, covering how to use data structures, organize and reuse code, draw shapes and patterns with turtle, and create games and animations with tkinter.


Adventures in Arduino

Filename: adventures-in-arduino.pdf
ISBN: 9781118948460
Release Date: 2015-04-14
Number of pages: 320
Author: Becky Stewart
Publisher: John Wiley & Sons

Download and read online Adventures in Arduino in PDF and EPUB Arduino programming for the absolute beginner, with project-based learning Adventures in Arduino is the beginner's guide to Arduino programming, designed specifically for 11-to 15-year olds who want to learn about Arduino, but don't know where to begin. Starting with the most basic concepts, this book coaches you through nine great projects that gradually build your skills as you experiment with electronics. The easy-to-follow design and clear, plain-English instructions make this book the ideal guide for the absolute beginner, geared toward those with no computing experience. Each chapter includes a video illuminating the material, giving you plenty of support on your journey to electronics programming. Arduino is a cheap, readily available hardware development platform based around an open source, programmable circuit board. Combining these chips with sensors and servos allows you to gain experience with prototyping as you build interactive electronic crafts to bring together data and even eTextiles. Adventures in Arduino gets you started on the path of scientists, programmers, and engineers, showing you the fun way to learn electronic programming and interaction design. Discover how and where to begin Arduino programming Develop the skills and confidence to tackle other projects Make the most of Arduino with basic programming concepts Work with hardware and software to create interactive electronic devices There's nothing like watching your design come to life and interact with the real world, and Arduino gives you the capability to do that time and again. The right knowledge combined with the right tools can create an unstoppable force of innovation, and your curiosity is the spark that ignites the flame. Adventures in Arduino gets you started on the right foot, but the path is totally up to you.


Piezoelectric Sensorics

Filename: piezoelectric-sensorics.pdf
ISBN: 3540422595
Release Date: 2006-02-10
Number of pages: 264
Author: Gustav Gautschi
Publisher: Springer Science & Business Media

Download and read online Piezoelectric Sensorics in PDF and EPUB For the first time, this book covers the entire field of piezoelectric sensors for mechanical measurands. It gives extensive practical advice along with an overview of the most important piezoelectric materials and their properties, plus consistent terminology for describing sensors.


Computer Science Distilled

Filename: computer-science-distilled.pdf
ISBN: 0997316004
Release Date: 2017-01-01
Number of pages: 170
Author: Wladston Ferreira Filho
Publisher:

Download and read online Computer Science Distilled in PDF and EPUB


Data Analytics

Filename: data-analytics.pdf
ISBN: 1542631505
Release Date: 2017-01-19
Number of pages: 106
Author: Cedric Nix
Publisher: Createspace Independent Publishing Platform

Download and read online Data Analytics in PDF and EPUB Analytics is a vital part of the business world we live in today. Without a detailed analysis of market conditions and other factors it would be impossible to tell if any new venture, whether it be a new business or the revamp of an old one, would be profitable. Data Analytics: Insider's Guide to Master Data Analytics will help you to better understand the complexities of data analytics. It will show you the benefits it can have for your business and how to make the best decisions. The chapters include detailed information on; The basics of analytics Techniques for data analysis Genetic algorithms Regression analysis Social network analysis And much more... The benefits of understanding data analysis will help your business to prosper and expand in the right directions, cutting down on risk and creating greater profitability. The Insider's Guide to Master Data Analytics is a book which is thorough and complete, delivering all the information you'll ever need, in one handy book and providing you with real life examples of those businesses that got it right. Get you copy today and see your business thrive for tomorrow.


Warriors Super Edition Tigerheart s Shadow

Filename: warriors-super-edition-tigerheart-s-shadow.pdf
ISBN: 9780062467751
Release Date: 2017-09-05
Number of pages: 528
Author: Erin Hunter
Publisher: HarperCollins

Download and read online Warriors Super Edition Tigerheart s Shadow in PDF and EPUB An epic stand-alone adventure in Erin Hunter’s #1 nationally bestselling Warriors series! Also includes an exclusive ten-page Warriors manga adventure! In this super edition, set during the events of A Vision of Shadows, one of ShadowClan’s most loyal warriors must go on a perilous quest—one that will take him and the ThunderClan warrior Dovewing to the heart of a dangerous territory unlike any they have seen before. Long one of the proudest warrior Clans, ShadowClan now faces an unprecedented period of darkness and uncertainty. Its deputy, Tigerheart, is determined to help his Clan survive. But a crossroads is fast approaching…and when their medicine cat has an ominous vision, Tigerheart discovers that the only way to save his Clan may be to leave it behind forever. Join the legion of fans who have discovered the epic adventures, fierce warrior cats, and thrilling fantasy world of the mega-bestselling Warriors series. This stand-alone entry is perfect for new readers and dedicated fans alike.


Cybersecurity for Beginners

Filename: cybersecurity-for-beginners.pdf
ISBN: 1911452134
Release Date: 2017-03-14
Number of pages: 224
Author: Raef Meeuwisse
Publisher:

Download and read online Cybersecurity for Beginners in PDF and EPUB This book provides an easy insight into the essentials of cybersecurity, even if you have a non-technical background. You may be a business person keen to understand this important subject area or an information security specialist looking to update your knowledge. 'The world has changed more in the past 10 years than in any 10 year period in human history... Technology is no longer a peripheral servant, it shapes our daily lives. Companies that can use technology wisely and well are booming, companies that make bad or no technology choices collapse and disappear. The cloud, smart devices and the ability to connect almost any object to the internet are an essential landscape to use but are also fraught with new risks and dangers of a magnitude never seen before.' ALSO featuring an alphabetical section at the back of the book to help you translate many of the main cybersecurity technical terms into plain, non-technical English. This is the second edition of this book with updates and additional content.