Home : Book details

Fundamentals of Machine Learning free ebook download

Category:
Algorithms

Views: 1168
Likes: 126

Catalogue

Author(s):	Thomas Trappenberg

Date:	2020	Format:	EPUB	Language:	English	ISBN/ASIN:	0198828047
Pages:	1	OCR:		Quality:		ISBN13:
Uploader:	stirkout	Upload Date:	9/11/2020 5:33:43 AM

To download click on link in the Links Table below

Description: Click to see full description

Interest in machine learning is exploding worldwide, both in research and for industrial applications. Machine learning is fast becoming a fundamental part of everyday life.

This book is a brief introduction to this area - exploring its importance in a range of many disciplines, from science to engineering, and even its broader impact on our society. The book is written in a style that strikes a balance between brevity of explanation, rigorous mathematical argument, and outlines principle ideas. At the same time, it provides a comprehensive overview of a variety of methods and their application within this field. This includes an introduction to Bayesian approaches to modeling, as well as deep learning.

Writing small programs to apply machine learning techniques is made easy by high level programming systems, and this book shows examples in Python with the machine learning libraries 'sklearn' and 'Keras'. The first four chapters concentrate on the practical side of applying machine learning techniques. The following four chapters discuss more fundamental concepts that includes their formulation in a probabilistic context. This is followed by two more chapters on advanced models, that of recurrent neural networks and that of reinforcement learning. The book closes with a brief discussion on the impact of machine learning and AI on our society.

Fundamentals of Machine Learning provides a brief and accessible introduction to this rapidly growing field, one that will appeal to students and researchers across computer science and computational neuroscience, as well as the broader cognitive sciences.

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
2862879	Book	https://k2s.cc/file/35ae7bc8bf9ff...		11.00	stirkout

Tags: Fundamentals Learning Machine

Title	Link	Password	Size	Reason

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

New comment:

Fundamentals of Machine Learning free ebook download

Category: Algorithms

Description: Click to see full description

Category:
Algorithms