Applied Deep Learning A Case-Based Approach to Understanding Deep Neural Networks /

• Main Author: Michelucci, Umberto (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berkeley, CA : Apress : Imprint: Apress, 2018.
• Edition: 1st ed. 2018.
• Subjects: Artificial intelligence.; Python (Computer program language).; Open source software.; Computer programming.; Big data.; Artificial Intelligence.; Python.; Open Source.; Big Data.

Work with advanced topics in deep learning, such as optimization algorithms, hyper-parameter tuning, dropout, and error analysis as well as strategies to address typical problems encountered when training deep neural networks. You'll begin by studying the activation functions mostly with a sing...