Evolutionary Deep Learning: Genetic Algorithms and Neural Networks - Michael Lanham

Descriere Evolutionary Deep Learning: Genetic Algorithms and Neural Networks - Michael Lanham

\nDiscover one-of-a-kind AI strategies never before seen outside of academic papers! Learn how the principles of evolutionary computation overcome deep learning's common pitfalls and deliver adaptable model upgrades without constant manual adjustment. \nEvolutionary Deep Learning is a guide to improving your deep learning models with AutoML enhancements based on the principles of biological evolution. This exciting new approach utilizes lesser- known AI approaches to boost performance without hours of data annotation or model hyperparameter tuning. \n \n Google Colab notebooks make it easy to experiment and play around with each exciting example. By the time you've finished reading Evolutionary Deep Learning, you'll be ready to build deep learning models as self-sufficient systems you can efficiently adapt to changing requirements. \n \nPurchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.\n

Detalii

Brand

Manning Publications

Categorie

ENSTK

EAN / GTIN

9781617299520

Magazine

1

Disponibilitate

in stock