Picture 1 of 1
Picture 1 of 1
Neural Networks and Deep Learning A Textbook
£77.20
Condition:
Postage:
Located in: London, England, United Kingdom
Delivery:
Varies
Returns:
Payments:
Get more time to pay. See payment informationfor PayPal Credit - opens in a new window or tab
Shop with confidence
Seller assumes all responsibility for this listing.
eBay item number:386181504599
Item specifics
- Condition
- EAN
- 9783319944623
- ISBN
- 9783319944623
- Package Dimensions LxWxH
- 14.72x8.94x1.73 Inches
- Weight
- 2.62 Pounds
- MPN
- Does not apply
- Model
- Does not apply
- Brand
- Springer
- Publication Year
- 2018
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Publication Name
- Neural Networks and Deep Learning: a Textbook
- Item Height
- 254mm
- Publisher
- Springer International Publishing A&G
- Item Width
- 178mm
- Subject
- Computer Science
- Item Weight
- 1191g
- Number of Pages
- 497 Pages
About this product
Product Information
This book covers both classical and modern models in deep learning. The primary focus is on the theory and algorithms of deep learning. The theory and algorithms of neural networks are particularly important for understanding important concepts, so that one can understand the important design concepts of neural architectures in different applications. Why do neural networks work? When do they work better than off-the-shelf machine-learning models? When is depth useful? Why is training neural networks so hard? What are the pitfalls? The book is also rich in discussing different applications in order to give the practitioner a flavor of how neural architectures are designed for different types of problems. Applications associated with many different areas like recommender systems, machine translation, image captioning, image classification, reinforcement-learning based gaming, and text analytics are covered. The chapters of this book span three categories: The basics of neural networks: Many traditional machine learning models can be understood as special cases of neural networks. An emphasis is placed in the first two chapters on understanding the relationship between traditional machine learning and neural networks. Support vector machines, linear/logistic regression, singular value decomposition, matrix factorization, and recommender systems are shown to be special cases of neural networks. These methods are studied together with recent feature engineering methods like word2vec. Fundamentals of neural networks: A detailed discussion of training and regularization is provided in Chapters 3 and 4. Chapters 5 and 6 present radial-basis function (RBF) networks and restricted Boltzmann machines. Advanced topics in neural networks: Chapters 7 and 8 discuss recurrent neural networks and convolutional neural networks. Several advanced topics like deep reinforcement learning, neural Turing machines, Kohonen self-organizing maps, and generative adversarial networks are introduced in Chapters 9 and 10. The book is written for graduate students, researchers, and practitioners. Numerous exercises are available along with a solution manual to aid in classroom teaching. Where possible, an application-centric view is highlighted in order to provide an understanding of the practical uses of each class of techniques.
Product Identifiers
Publisher
Springer International Publishing A&G
ISBN-13
9783319944623
eBay Product ID (ePID)
16046552250
Product Key Features
Publication Name
Neural Networks and Deep Learning: a Textbook
Format
Hardcover
Language
English
Subject
Computer Science
Publication Year
2018
Type
Textbook
Number of Pages
497 Pages
Dimensions
Item Height
254mm
Item Width
178mm
Item Weight
1191g
Additional Product Features
Country/Region of Manufacture
Switzerland
Item description from the seller
Business seller information
UK SHOPPING CENTRE LTD
55 Chandos Road
Luton
Bedfordshire
LU4 8EX
United Kingdom
Value added tax number:
- GB 393349073
Company registration number:
- 13630452
I certify that all my selling activities will comply with all EU laws and regulations.
CRN Number:
- 13630452
Seller assumes all responsibility for this listing.
eBay item number:386181504599
Post to me
Item doesn't post to United States
Item location:
London, England, United Kingdom
Posts to:
United Kingdom
Excludes:
PO Box, Afghanistan, Africa, Albania, Andorra, Asia, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Central America and Caribbean, Channel Islands, Cyprus, Czech Republic, Denmark, Estonia, Finland, France, Germany, Gibraltar, Greece, Guernsey, Hungary, Iceland, Ireland, Isle of Man, Isle of Wight, Italy, Jersey, Latvia, Libya, Liechtenstein, Lithuania, Luxembourg, Macedonia, Malta, Middle East, Moldova, Monaco, Montenegro, Nauru, Netherlands, North America, Northern Ireland, Norway, Oceania, Poland, Portugal, Republic of Croatia, Romania, Russian Federation, San Marino, Scilly Isles, Scottish Highlands, Scottish Islands, Serbia, Slovakia, Slovenia, Somalia, South America, South East Asia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, Vatican City State, Yemen
Taxes |
---|
Taxes may be applicable at checkout. Learn moreLearn more about paying tax on eBay purchases. |
Returns policy
After receiving the item, cancel the purchase within | Return postage |
---|---|
30 days | Buyer pays for return postage |
Refer to eBay return policyopens in a new tab or window for more details. You're covered by the eBay Money Back Guaranteeopens in a new tab or window if you receive an item that is not as described in the listing.
The buyer is responsible for return postage costs.
Return policy details |
---|
Returns accepted |
Most purchases from business sellers are protected by the Consumer Contract Regulations 2013 which give you the right to cancel the purchase within 14 days after the day you receive the item. Find out more about your rights as a buyer and exceptions.
Payment details
Payment methods
Registered as a business seller
Seller Feedback (26,584)
e***. (52)- Feedback left by buyer.
Past month
Verified purchase
The income/outgoings ledgers I ordered are as shown. Delivery was on time, communication regarding shipment & delivery was spot-on, ledger were in minimum packaging. Very pleased with this product & seller.
t***a (490)- Feedback left by buyer.
Past 6 months
Verified purchase
Excellent item as described and good packaging / prompt delivery & progress communication. Good seller
8***m (690)- Feedback left by buyer.
Past 6 months
Verified purchase
Received well packaged, very promptly and exactly as advertised. Great service and communication. Recommended.
Product ratings and reviews
More to explore:
- Textbook Adult Learning & University Books,
- Nursing Adult Learning & University Textbook,
- Physics Adult Learning & University Textbook,
- Marketing Adult Learning & University Textbook,
- Adult Learning & University Textbooks in French,
- Law Adult Learning & University Textbook,
- Chemistry Adult Learning & University Textbook,
- Medicine Adult Learning & University Textbook,
- Geology Textbook Adult Learning & University Books,
- Criminology Textbook Adult Learning & University Books