Shallow Learning vs. Deep Learning: A Practical Guide for Machine Learning Solutions (The Springer Series in Applied Machine Learning) free ebook download.

Home : Book details

Shallow Learning vs. Deep Learning: A Practical Guide for Machine Learning Solutions (The Springer Series in Applied Machine Learning) free ebook download

Category:
Computer Science

Views: 135
Likes: 1

Catalogue

Author(s):	Omer Faruk Ertugrul

Date:	2024	Format:	pdf	Language:	English	ISBN/ASIN:	3031694988
Pages:	287	OCR:		Quality:		ISBN13:
Uploader:	alex21s	Upload Date:	10/29/2024 7:31:49 PM

To download click on link in the Links Table below

Description: Click to see full description

3031694988 pdf
3031694988 pdf
This book explores the ongoing debate between shallow and deep learning in the field of machine learning. It provides a comprehensive survey of machine learning methods, from shallow learning to deep learning, and examines their applications across various domains. Shallow Learning vs Deep Learning: A Practical Guide for Machine Learning Solutions emphasizes that the choice of a machine learning approach should be informed by the specific characteristics of the dataset, the operational environment, and the unique requirements of each application, rather than being influenced by prevailing trends.
In each chapter, the book delves into different application areas, such as engineering, real-world scenarios, social applications, image processing, biomedical applications, anomaly detection, natural language processing, speech recognition, recommendation systems, autonomous systems, and smart grid applications. By comparing and contrasting the effectiveness of shallow and deep learning in these areas, the book provides a framework for thoughtful selection and application of machine learning strategies. This guide is designed for researchers, practitioners, and students who seek to deepen their understanding of when and how to apply different machine learning techniques effectively. Through comparative studies and detailed analyses, readers will gain valuable insights to make informed decisions in their respective fields.
Read more

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3274866	Book	https://nitroflare.com/view/1ED5F5B4A19D...		0.00	alex21s

Tags: Deep Guide Learning Learning Learning Machine Practical Shallow Solutions Springer

Title	Link	Password	Size	Reason

Those who downloaded this book also downloaded the following books:
Comments

New comment: