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Machine Learning for Absolute Beginners

Machine Learning for Absolute Beginners Author Oliver Theobald
ISBN-10 1549617214
Release 2018
Pages 115
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Please note that this book is not a sequel to the First Edition, but rather a restructured and revamped version of the First Edition. Ready to crank up a virtual server and smash through petabytes of data? Want to add 'Machine Learning' to your LinkedIn profile? Well, hold on there... Before you embark on your epic journey into the world of machine learning, there is some theory and statistical principles to march through first. But rather than spend $30-$50 USD on a dense long textbook, you may want to read this book first. As a clear and concise alternative to a textbook, this book provides a practical and high-level introduction to the practical components and statistical concepts found in machine learning. Machine Learning for Absolute Beginners Second Edition has been written and designed for absolute beginners. This means plain-English explanations and no coding experience required. Where core algorithms are introduced, clear explanations and visual examples are added to make it easy and engaging to follow along at home. This major new edition features many topics not covered in the First Edition, including Cross Validation, Data Scrubbing and Ensemble Modeling. Please note that this book is not a sequel to the First Edition, but rather a restructured and revamped version of the First Edition. Readers of the First Edition should not feel compelled to purchase this Second Edition. Disclaimer: If you have passed the 'beginner' stage in your study of machine learning and are ready to tackle coding and deep learning, you would be well served with a long-format textbook. If, however, you are yet to reach that Lion King moment--as a fully grown Simba looking over the Pride Lands of Africa--then this is the book to gently hoist you up and offer you a clear lay of the land. In this step-by-step guide you will learn: - How to download free datasets - What tools and machine learning libraries 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 - The basics of Neural Networks - Bias/Variance to improve your machine learning model - Decision Trees to decode classification - How to build your first Machine Learning Model to predict house values using Python Frequently Asked Questions Q: Do I need programming experience to complete this book? A: This book is designed for absolute beginners, so no programming experience is required. However, two of the later chapters introduce Python to demonstrate an actual machine learning model, so you will see programming language used in this book. Q: I have already purchased the First Edition of this book, should I purchase this Second Edition? A: As majority of the topics from the First Edition are covered in the Second Edition, you may be better served reading a more advanced title on machine learning. Q: Can I get access to the Kindle version of this book? A: Yes. Under Amazon's Matchbook program, the purchaser of this book can add the Kindle version of this title (valued at $3.99 USD) to their Amazon Kindle library at no cost. Q: Does this book include everything I need to become a machine learning expert? A: This book is designed for readers taking their first steps in machine learning and further learning will be required beyond this book to master machine learning.



Statistics for Absolute Beginners a Plain English Introduction

Statistics for Absolute Beginners  a Plain English Introduction Author O.Theobald
ISBN-10 154991748X
Release 2017-09-28
Pages 75
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Data is collected constantly - who we frequently interact with on Facebook, how far we traveled today, and where we spend our money - and every tiny bit of data has a story to tell. On their own, these specs of information are virtually insignificant beyond a standalone measurement. A measurement of a single transaction, a single action, and a single journey, and while that single record of something is not entirely useless, its full value remains uncultivated.New fields of data analysis, whether they be machine learning, data mining, natural language processing and recommender systems provide powerful tools to unlock the underlying patterns and hidden insight of the data we create, collect, and store in troves each day.But behind each new technique to analyze data remains an old way of looking for insight - one that predates microchips and computers by thousands of years. That lens to deciphering numbers and statistics is the reliable field of statistics. Statistics is a branch of mathematics that deals with the analysis, interpretation, presentation, and organization of data. Statistics touches upon all aspects of data including the planning of data collection and storage, and provides the foundation for advanced analysis techniques including machine learning and data mining.In this absolute beginners introduction to statistics, you will learn important techniques to analyze data, including linear regression and clustering, to prepare you for further study in the field of data science.



Computer Networking Problems and Solutions

Computer Networking Problems and Solutions Author Russ White
ISBN-10 9780134762852
Release 2017-12-06
Pages 832
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Master Modern Networking by Understanding and Solving Real Problems Computer Networking Problems and Solutions offers a new approach to understanding networking that not only illuminates current systems but prepares readers for whatever comes next. Its problem-solving approach reveals why modern computer networks and protocols are designed as they are, by explaining the problems any protocol or system must overcome, considering common solutions, and showing how those solutions have been implemented in new and mature protocols. Part I considers data transport (the data plane). Part II covers protocols used to discover and use topology and reachability information (the control plane). Part III considers several common network designs and architectures, including data center fabrics, MPLS cores, and modern Software-Defined Wide Area Networks (SD-WAN). Principles that underlie technologies such as Software Defined Networks (SDNs) are considered throughout, as solutions to problems faced by all networking technologies. This guide is ideal for beginning network engineers, students of computer networking, and experienced engineers seeking a deeper understanding of the technologies they use every day. Whatever your background, this book will help you quickly recognize problems and solutions that constantly recur, and apply this knowledge to new technologies and environments. Coverage Includes · Data and networking transport · Lower- and higher-level transports and interlayer discovery · Packet switching · Quality of Service (QoS) · Virtualized networks and services · Network topology discovery · Unicast loop free routing · Reacting to topology changes · Distance vector control planes, link state, and path vector control · Control plane policies and centralization · Failure domains · Securing networks and transport · Network design patterns · Redundancy and resiliency · Troubleshooting · Network disaggregation · Automating network management · Cloud computing · Networking the Internet of Things (IoT) · Emerging trends and technologies



Practical PHP and MySQL Website Databases

Practical PHP and MySQL Website Databases Author Adrian W. West
ISBN-10 9781430260776
Release 2014-01-24
Pages 448
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Practical PHP and MySQL Website Databases is a project-oriented book that demystifies building interactive, database-driven websites. The focus is on getting you up and running as quickly as possible. In the first two chapters you will set up your development and testing environment, and then build your first PHP and MySQL database-driven website. You will then increase its sophistication, security, and functionality throughout the course of the book. The PHP required is taught in context within each project so you can quickly learn how PHP integrates with MySQL to create powerful database-driven websites. Each project is fully illustrated, so you will see clearly what you are building as you create your own database-driven website. You will build a form for registering users, and then build an interface so that an administrator can view and administer the user database. You will create a message board for users and a method for emailing them. You will also learn the best practices for ensuring that your website databases are secure. Later chapters describe how to create a blog, a product catalog, and a simple e-commerce site. You will also discover how to migrate a database to a remote host. Because you are building the interactive pages yourself, you will know exactly how the MySQL and PHP work, and you will be able to add database interactivity to your own websites with ease.



Electronic Education

Electronic Education Author
ISBN-10 UVA:X000852163
Release 1983
Pages
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Electronic Education has been writing in one form or another for most of life. You can find so many inspiration from Electronic Education also informative, and entertaining. Click DOWNLOAD or Read Online button to get full Electronic Education book for free.



InfoWorld

InfoWorld Author
ISBN-10
Release 1979-10-17
Pages 20
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InfoWorld is targeted to Senior IT professionals. Content is segmented into Channels and Topic Centers. InfoWorld also celebrates people, companies, and projects.



InfoWorld

InfoWorld Author
ISBN-10
Release 1979-08-13
Pages 20
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InfoWorld is targeted to Senior IT professionals. Content is segmented into Channels and Topic Centers. InfoWorld also celebrates people, companies, and projects.



InfoWorld

InfoWorld Author
ISBN-10
Release 1979-06-25
Pages 20
Download Link Click Here

InfoWorld is targeted to Senior IT professionals. Content is segmented into Channels and Topic Centers. InfoWorld also celebrates people, companies, and projects.



Learn to Program with Phrogram Digital Short Cut

Learn to Program with Phrogram     Digital Short Cut Author Jon Schwartz
ISBN-10 9780132701624
Release 2007-02-16
Pages 109
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This is the eBook version of the printed book. "This guide will quickly and easily walk complete beginners through creating their first simple games using Phrogram. The material is friendly and approachable to the young and to the technologically timid alike." --Alfred Thompson, Academic Relations Manager, Microsoft Corporation Different programming languages give you different ways to tell your computer what to do. If you are just starting to program, or even if you are an experienced programmer who likes the idea of writing programs more easily, Phrogram offers you several important advantages: Phrogram makes it easy and fun to learn programming. Phrogram is "plain language"--that is, it uses descriptive, intuitive names, and it keeps special formatting and strange language keywords to an absolute minimum. Unlike other easy-to-learn languages, Phrogram is similar to the tools that are used by professional programmers today. Phrogram is the easiest way to do real software development--whether or not you are a beginning programmer. This is especially true if you want to create a game or graphical program, although you can design just about any kind of program with Phrogram. And you will find it quicker, more efficient, and easier to do this in Phrogram than in any other language, because that is what Phrogram was specifically and carefully designed to do. If you decide to move on to professional programming, Phrogram prepares you well for widely used professional languages like Java, C#, or Visual Basic. Phrogram provides a complete programming environment that is similar to these languages, but it is much easier to master, and a lot more fun to learn and use. What This Short Cut Covers 3 Introduction 4 Section 1: Typing and Running Your First Program in Phrogram 9 Section 2: How Your First Program Works 19 Section 3: Moving Your UFO on the Screen 30 Section 4: Bouncing Your UFO Around the Screen 44 Section 5: Keyboard Control of Your UFO 60 Section 6: Organize Your Program as It Grows 67 Section 7: UFO Escape! Your First Complete Game! 73 Section 8: Bonus Game: Pong! 95 Appendix A: Phrogram Language Examples 99 Appendix B: Glossary of Programming Terms 105 About the Authors 108



InfoWorld

InfoWorld Author
ISBN-10
Release 1979-09-19
Pages 20
Download Link Click Here

InfoWorld is targeted to Senior IT professionals. Content is segmented into Channels and Topic Centers. InfoWorld also celebrates people, companies, and projects.



InfoWorld

InfoWorld Author
ISBN-10
Release 1979-07-18
Pages 20
Download Link Click Here

InfoWorld is targeted to Senior IT professionals. Content is segmented into Channels and Topic Centers. InfoWorld also celebrates people, companies, and projects.



Subject Guide to Books in Print

Subject Guide to Books in Print Author
ISBN-10 UOM:39015016312707
Release 1992
Pages
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Subject Guide to Books in Print has been writing in one form or another for most of life. You can find so many inspiration from Subject Guide to Books in Print also informative, and entertaining. Click DOWNLOAD or Read Online button to get full Subject Guide to Books in Print book for free.



InfoWorld

InfoWorld Author
ISBN-10
Release 1979-10-31
Pages 20
Download Link Click Here

InfoWorld is targeted to Senior IT professionals. Content is segmented into Channels and Topic Centers. InfoWorld also celebrates people, companies, and projects.



InfoWorld

InfoWorld Author
ISBN-10
Release 1979-06-11
Pages 20
Download Link Click Here

InfoWorld is targeted to Senior IT professionals. Content is segmented into Channels and Topic Centers. InfoWorld also celebrates people, companies, and projects.



The School Librarian

The School Librarian Author
ISBN-10 IND:30000007867256
Release 2000
Pages
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The School Librarian has been writing in one form or another for most of life. You can find so many inspiration from The School Librarian also informative, and entertaining. Click DOWNLOAD or Read Online button to get full The School Librarian book for free.



The Athenaeum

   The    Athenaeum Author
ISBN-10 ONB:+Z259088102
Release 1855
Pages
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The Athenaeum has been writing in one form or another for most of life. You can find so many inspiration from The Athenaeum also informative, and entertaining. Click DOWNLOAD or Read Online button to get full The Athenaeum book for free.



The Bookseller

The Bookseller Author
ISBN-10 UOM:39015071099496
Release 1893
Pages
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Vols. for 1871-76, 1913-14 include an extra number, The Christmas bookseller, separately paged and not included in the consecutive numbering of the regular series.