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Introduction to Deep Learning Using R: A Step-by-Step Guide to Learning and ...
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Artikelmerkmale
- Artikelzustand
- Release Year
- 2017
- Book Title
- Introduction to Deep Learning Using R: A Step-by-Step Guide to...
- ISBN
- 9781484227336
Über dieses Produkt
Product Identifiers
Publisher
Apress L. P.
ISBN-10
1484227336
ISBN-13
9781484227336
eBay Product ID (ePID)
237515403
Product Key Features
Number of Pages
Xix, 227 Pages
Publication Name
Introduction to Deep Learning Using R : A Step-By-Step Guide to Learning and Implementing Deep Learning Models Using R
Language
English
Subject
Programming Languages / General, Probability & Statistics / General, Intelligence (Ai) & Semantics, Databases / General
Publication Year
2017
Type
Textbook
Subject Area
Mathematics, Computers
Format
Trade Paperback
Dimensions
Item Weight
136.5 Oz
Item Length
9.3 in
Item Width
6.1 in
Additional Product Features
LCCN
2017-947908
Dewey Edition
23
Number of Volumes
1 vol.
Illustrated
Yes
Dewey Decimal
006.31
Table Of Content
Chapter 1: What is Deep Learning?.- Chapter 2: Mathematical Review.- Chapter 3: A Review of Optimization and Machine Learning.- Chapter 4: Single and Multi-Layer Perceptron Models.- Chapter 5: Convolutional Neural Networks (CNNs).- Chapter 6: Recurrent Neural Networks (RNNs) .- Chapter 7: Autoencoders, Restricted Boltzmann Machines, and Deep Belief Networks.- Chapter 8: Experimental Design and Heuristics .- Chapter 9: Deep Learning and Machine Learning Hardware/Software Suggestions.- Chapter 10: Machine Learning Example Problems .- Chapter 11: Deep Learning and Other Example Problems .- Chapter 12: Closing Statements.-
Synopsis
Understand deep learning, the nuances of its different models, and where these models can be applied. The abundance of data and demand for superior products/services have driven the development of advanced computer science techniques, among them image and speech recognition. Introduction to Deep Learning Using R provides a theoretical and practical understanding of the models that perform these tasks by building upon the fundamentals of data science through machine learning and deep learning. This step-by-step guide will help you understand the disciplines so that you can apply the methodology in a variety of contexts. All examples are taught in the R statistical language, allowing students and professionals to implement these techniques using open source tools. What You'll Learn Understand the intuition and mathematics that power deep learning models Utilize various algorithms using the R programming language and its packages Use best practices for experimental design and variable selection Practice the methodology to approach and effectively solve problems as a data scientist Evaluate the effectiveness of algorithmic solutions and enhance their predictive power Who This Book Is For Students, researchers, and data scientists who are familiar with programming using R. This book also is also of use for those who wish to learn how to appropriately deploy these algorithms in applications where they would be most useful.
LC Classification Number
QA76.9.Q36
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Verkäuferbewertungen (16'797)
- 4***7 (227)- Bewertung vom Käufer.Letzte 6 MonateBestätigter KaufSigned 1st edition hardcover of "Menagerie Manor," by Gerald Durrell is as pictured & described. Arrived fast & early! Got a great deal on this treasure! The book was put inside a tough plastic bag, then inside a sturdy manilla envelope, then nestled in crumpled newspaper inside a sturdy box. Tasty layers of goodness! Fort Knox in a Box! Great communication! Excited to add this to my growing Gerald Durrell book collection! Thank you for your care and attention! !!!!Seller Highly Recommended!!!!Menagerie Manor by Gerald Durrell - 1st edition 1964 Hardcover- SIGNED- W/illust (Nr. 326605380170)
- 1***d (18)- Bewertung vom Käufer.Letzte 6 MonateBestätigter KaufThe appearance of the item was exactly as depicted, the condition was better than what the pictures showed. The item was carefully packed and arrived sooner than anticipated. It was also reasonably priced which influenced my purchase. I appreciated the quick response from purchase to shipping out. I would conduct business with this seller again. Overall great quality for the price point.The New Interpreter's Study Bible-NRSV With The Apocrypha Burgundy Leather 2003 (Nr. 326615360126)
- -***m (197)- Bewertung vom Käufer.Letzter MonatBestätigter KaufFast shipping, good packaging, great value, and accurate description. Good communication, appreciate the seller, and would buy from again.