Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Machine Learning: An Algorithmic Perspective (Chapman & Hall/Crc Machine Learning & Pattern Recognition)

Buy

Traditional books on machine learning can be divided into two groups ― those aimed at advanced undergraduates or early postgraduates with reasonable mathematical knowledge and those that are primers on how to code algorithms. The field is ready for a text that not only demonstrates how to use the algorithms that make up machine learning methods, but also provides the background needed to understand how and why these algorithms work. Machine Learning: An Algorithmic Perspective is that text.

Theory Backed up by Practical Examples

The book covers neural networks, graphical models, reinforcement learning, evolutionary algorithms, dimensionality reduction methods, and the important area of optimization. It treads the fine line between adequate academic rigor and overwhelming students with equations and mathematical concepts. The author addresses the topics in a practical way while providing complete information and references where other expositions can be found. He includes examples based on widely available datasets and practical and theoretical problems to test understanding and application of the material. The book describes algorithms with code examples backed up by a website that provides working implementations in Python. The author uses data from a variety of applications to demonstrate the methods and includes practical problems for students to solve.

Highlights a Range of Disciplines and Applications

Drawing from computer science, statistics, mathematics, and engineering, the multidisciplinary nature of machine learning is underscored by its applicability to areas ranging from finance to biology and medicine to physics and chemistry. Written in an easily accessible style, this book bridges the gaps between disciplines, providing the ideal blend of theory and practical, applicable knowledge.

(HTML tags aren't allowed.)

Mac OS X Tiger Killer Tips
Mac OS X Tiger Killer Tips

Have you ever noticed that in just about every Mac book, the author will include a couple of tips in each chapter (you'll usually find them in the sidebar, or at the bottom of the page in a tinted box). Sometimes it's a shortcut, a faster way to do something, or a clever workaround that just makes your life easier. People really...

Talk Is Cheap : Switching to Internet Telephones
Talk Is Cheap : Switching to Internet Telephones
Fed up with the high tolls charged by your ordinary telephone service? If you're itching to cut the copper cord with your costly, traditional phone service, you need Talk is Cheap, the new, easy-to-understand guide to understanding and using Voice over Internet Protocol (VoIP) and other Internet telephone...
Java InstantCode: Developing Applications using Java Speech
Java InstantCode: Developing Applications using Java Speech
Use this code-intensive reference to design speech-enabled Java applications and provides support for speech synthesizers, command and control recognizers, and more.

The InstantCode series is designed to provide you - the developer - with code you can use for common tasks in the workplace. The goal of the InstantCode series is not to
...

Exploring C++: The Programmer's Introduction to C++
Exploring C++: The Programmer's Introduction to C++
Exploring C++ uses a series of self–directed lessons to divide C++ into bite–sized chunks that you can digest as rapidly as you can swallow them. The book assumes only a basic understanding of fundamental programming concepts (variables, functions, expressions, statements) and requires no prior knowledge of C or any other...
Program the Internet of Things with Swift for iOS: Learn How to Program Apps for the Internet of Things
Program the Internet of Things with Swift for iOS: Learn How to Program Apps for the Internet of Things

With this book, you will learn how to build apps and hardware for the Internet of Things, using Apple's native APIs and industry standard protocols like Bluetooth and HTTPS. You'll start out learning how to access the sensors on the iPhone, move on to building your own accessories using the Arduino and Raspberry
...
Fluid Mechanics and Thermodynamics of Turbomachinery, Fifth Edition
Fluid Mechanics and Thermodynamics of Turbomachinery, Fifth Edition
Several modifications have been incorporated into the text in the light of recent advances in some aspects of the subject. Further information on the interesting phenomenon of cavitation has been included and a new section on the optimum design of a pump inlet together with a worked example have been added which take into account...
©2021 LearnIT (support@pdfchm.net) - Privacy Policy