20% off all books with the code: BOOKS
  • check 10+ million books
  • check New arrivals every day
  • check Trusted by 1M+ customers
  • check Great prices & discounts
  • check Shipping across Europe

Transfer Learning - Yu Zhang,Wenyuan Dai,Qiang Yang

English
2020-08-27
€132.51 €165.64

-20% with code BOOKS

In stock at our supplier

Shipping in 17-23 days

30-day return policy

Transfer learning deals with how systems can quickly adapt themselves to new situations, tasks and environments. It gives machine learning systems the ability to leverage auxiliary data and models to help solve target problems when there is only a small amount of data available. This makes such systems more reliable and robust, keeping the machine learning model faced with unforeseeable changes from deviati ... Full description

You May Also Like

Description

Transfer learning deals with how systems can quickly adapt themselves to new situations, tasks and environments. It gives machine learning systems the ability to leverage auxiliary data and models to help solve target problems when there is only a small amount of data available. This makes such systems more reliable and robust, keeping the machine learning model faced with unforeseeable changes from deviating too much from expected performance. At an enterprise level, transfer learning allows knowledge to be reused so experience gained once can be repeatedly applied to the real world. For example, a pre-trained model that takes account of user privacy can be downloaded and adapted at the edge of a computer network. This self-contained, comprehensive reference text describes the standard algorithms and demonstrates how these are used in different transfer learning paradigms. It offers a solid grounding for newcomers as well as new insights for seasoned researchers and developers.

More Information

Author Yu Zhang, Wenyuan Dai, Qiang Yang
Publisher Cambridge University Press
Release year 2020
Cover type Hardcover
EAN 9781107016903
Write Your Own Review
You're reviewing: Transfer Learning
Your Rating:

Goodreads Reviews

€132.51 €165.64