Login       My Wishlist
  My Cart
$0.00 / 0 items
 
Translate This Website
International Translation Network
International Access
Global Shipping Options Available
  Our Catalog   Computers & Technology   Computer Science   Robotics

Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning)


Super Savings Item! Save 36% on the Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning) by imusti at Translate This Website. MPN: 26369268. Hurry! Limited time offer. Offer valid only while supplies last. A general framework for constructing and using probabilistic models of complex systems that would enable a computer to use available information for making decisions.Most tasks require a person or an automated system to reason―to reach conclusions based on available information. The framework of probabilistic graphical models, presented in this book, provides a general approach for this task. The approach is model-based, allowing interpretable models to be constructed and then manipulated by


Product Description & Reviews

A general framework for constructing and using probabilistic models of complex systems that would enable a computer to use available information for making decisions.Most tasks require a person or an automated system to reason―to reach conclusions based on available information. The framework of probabilistic graphical models, presented in this book, provides a general approach for this task. The approach is model-based, allowing interpretable models to be constructed and then manipulated by reasoning algorithms. These models can also be learned automatically from data, allowing the approach to be used in cases where manually constructing a model is difficult or even impossible. Because uncertainty is an inescapable aspect of most real-world applications, the book focuses on probabilistic models, which make the uncertainty explicit and provide models that are more faithful to reality. Probabilistic Graphical Models discusses a variety of models, spanning Bayesian networks, undirected Markov networks, discrete and continuous models, and extensions to deal with dynamical systems and relational data. For each class of models, the text describes the three fundamental cornerstones: representation, inference, and learning, presenting both basic concepts and advanced techniques. Finally, the book considers the use of the proposed framework for causal reasoning and decision making under uncertainty. The main text in each chapter provides the detailed technical development of the key ideas. Most chapters also include boxes with additional material: skill boxes, which describe techniques; case study boxes, which discuss empirical cases related to the approach described in the text, including applications in computer vision, robotics, natural language understanding, and computational biology; and concept boxes, which present significant concepts drawn from the material in the chapter. Instructors (and readers) can group chapters in various combinations, from core topics to more technically advanced material, to suit their particular needs.

Features & Highlights

  • MIT Press MA

Additional Information

Manufacturer:The MIT Press
Brand:imusti
Part Number:26369268
Publisher:The MIT Press
Studio:The MIT Press
MPN:26369268
EAN:9780262013192
Item Weight:4.65 pounds
Item Size:1.94 x 9 x 9 inches
Package Weight:4.8 pounds
Package Size:8.03 x 1.97 x 1.97 inches

Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning) by imusti

Buy Now:
Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning)

Brand: imusti
4.0 out of 5 stars with 170 reviews
Condition: New
Lead Time: 1 - 2 Business Days
Availability: In Stock
$120.00
$77.03
You Save: 36%


Quantity:  

 


View More In Robotics.

 


Have questions about this item, or would like to inquire about a custom or bulk order?


If you have any questions about this product by imusti, contact us by completing and submitting the form below. If you are looking for a specif part number, please include it with your message.

First Name:
Last Name:
Email Address:
Your Message:

Related Best Sellers


Arduino Cookbook, 2nd Edition
By O Reilly Media
mpn: 9781449313876, ean: 9781449313876, isbn: 1449313876,
Want to create devices that interact with the physical world? This cookbook is perfect for anyone who wants to experiment with the popular Arduino microcontroller and programming environment. You’ll find more than 200 tips and techniques for building a variety of objects and prototypes such as toys, detectors, robots, and interactive clothing that can sense and respond to touch, sound, position, heat, and light.You don’t need to have mastered Arduino or programming to get started. Updated

Library Robotics: Technology and English Language Arts Activities for Ages 8–24
By Libraries Unlimited
mpn: 34, ean: 9781440835582, isbn: 9781440835582,
A dive-right-in, quick-start guide for busy library professionals who want to build literacy, STEAM, and other 21st-century skills using simple robots in a fun, collaborative environment.• Provides the only guidebook currently available about robotics written by a librarian, for librarians―a simple, practical guide that virtually any librarian can use, no prior tech experience necessary• Guides librarians in using their knowledge of literacy, youth development, and guided-inquiry

Los Inventores (Spare Parts): Cuatro adolescentes inmigrantes, un robot y la batalla por el sueño americano (Spanish Edition)
By FSG Originals
ean: 9780374284503, isbn: 0374284504,
''Los inventores es una de esas historias raras que es difícil soltar. Narrada de manera impecable, es hilarante y también triste.'' --Chris Anderson, autor de The Long TailEn junio de 2004 el equipo de la preparatoria Carl Hayden, de Phoenix, sorprendió a todos los asistentes a la competencia anual de robótica auspiciada por la nasa cuando resultó ganador en el evento. No era para menos, el equipo estaba conformado por cuatro adolescentes, cuyas circunstancias a todas luces los colocaban

Programming with MicroPython: Embedded Programming with Microcontrollers and Python
By O Reilly Media
mpn: 45671774, ean: 9781491972731, isbn: 1491972734,
It’s an exciting time to get involved with MicroPython, the re-implementation of Python 3 for microcontrollers and embedded systems. This practical guide delivers the knowledge you need to roll up your sleeves and create exceptional embedded projects with this lean and efficient programming language. If you’re familiar with Python as a programmer, educator, or maker, you’re ready to learn—and have fun along the way.Author Nicholas Tollervey takes you on a journey from first steps to

Make: Electronics: Learning Through Discovery
By Maker Media book,
mpn: illustrations, ean: 9781680450262, isbn: 9781680450262,
''This is teaching at its best!''--Hans Camenzind, inventor of the 555 timer (the world's most successful integrated circuit).''A fabulous book: well written, well paced, fun, and informative. I also love the sense of humor. It's very good at disarming the fear. And it's gorgeous. I'll be recommending this book highly.''--Tom Igoe, author of Physical Computing and Making Things Talk.A ''magnificent and rewarding book. ... Every step of this structured instruction is expertly illustrated with



Privacy Policy / Terms of Service / Accessibility Statement
© 2019 - translateth.is. All Rights Reserved.