The Mathematics of Machine Learning: Lectures on Supervised Methods and Beyond (De Gruyter Textbook) - Image 1

£36.14

It has never been this cheap. We have no record of a lower price.

£36 today · cheaper than every other day in the last 3 months

De Gruyter The Mathematics of Machine Learning: Lectures on Supervised Methods and Beyond (De Gruyter Textbook)

Name: The Mathematics of Machine Learning: Lectures on Supervised Methods and Beyond (De Gruyter Textbook)
Brand: De Gruyter
Price: 36.14 GBP
Availability: InStock

AI & Machine Learning

Price Distribution

Price distribution over 77 days • 4 price ranges

Days at Price

Current Price

Price Analysis

Most common range: £43-47 (36 days, 46.8%)

Price range: £36 - £54

Price levels: 4 price ranges over 77 days

Description

This book is an introduction to machine learning, with a strong focus on the mathematics behind the standard algorithms and techniques in the field, aimed at senior undergraduates and early graduate students of Mathematics. There is a focus on well-known supervised machine learning algorithms, detailing the existing theory to provide some theoretical guarantees, featuring intuitive proofs and exposition of the material in a concise and precise manner. A broad set of topics is covered, giving an overview of the field. A summary of the topics covered is: statistical learning theory, approximation theory, linear models, kernel methods, Gaussian processes, deep neural networks, ensemble methods and unsupervised learning techniques, such as clustering and dimensionality reduction. This book is suited for students who are interested in entering the field, by preparing them to master the standard tools in Machine Learning. The reader will be equipped to understand the main theoretical questions of the current research and to engage with the field.

Product Specifications

Brand: De Gruyter
Format: perfect
ASIN: 3111288471
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 20 May 2024
Listed Since: 23 January 2024

Barcode

No barcode data available

It has never been this cheap. We have no record of a lower price.

De Gruyter The Mathematics of Machine Learning: Lectures on Supervised Methods and Beyond (De Gruyter Textbook)

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

Cambridge Machine Learning Book for Engineers and Scientists

Machine Learning

Machine Learning

Machine Learning Fundamentals: A Concise Introduction

Understanding Machine Learning: From Theory to Algorithms

Machine Learning Fundamentals: A Concise Introduction

Mathematical Analysis of Machine Learning Algorithms

A Hands-On Introduction to Machine Learning

Machine Learning Methods

Machine Learning: The Basics (Machine Learning: Foundations, Methodologies, and Applications)

A Brief Introduction to Machine Learning for Engineers (Foundations and Trends (R) in Signal Processing)

An Introduction to Machine Learning

Mathematics of Deep Learning - Neural Networks Textbook

Introduction to Machine Learning with Python

Introduction to Statistical Machine Learning

Cambridge Mathematics for Machine Learning Textbook

Cambridge University Press Machine Learning Math to Code Book

Machine Learning and Data Science: An Introduction to Statistical Learning Methods with R

Machine Learning Refined: Foundations, Algorithms, and Applications

Chapman & Hall/CRC A First Course in Machine Learning Book

Cambridge University Press - Machine Learning for Engineers

Machine Learning: Theory and Practice

Machine Learning: a Concise Introduction: 285 (Wiley Series in Probability and Statistics)

Mathematical Foundations of Deep Learning Models and Algorithms (Graduate Studies in Mathematics)

It has never been this cheap. We have no record of a lower price.

De Gruyter The Mathematics of Machine Learning: Lectures on Supervised Methods and Beyond (De Gruyter Textbook)

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

Cambridge Machine Learning Book for Engineers and Scientists

Machine Learning

Machine Learning

Machine Learning Fundamentals: A Concise Introduction

Understanding Machine Learning: From Theory to Algorithms

Machine Learning Fundamentals: A Concise Introduction

Mathematical Analysis of Machine Learning Algorithms

A Hands-On Introduction to Machine Learning

Machine Learning Methods

Machine Learning: The Basics (Machine Learning: Foundations, Methodologies, and Applications)

A Brief Introduction to Machine Learning for Engineers (Foundations and Trends (R) in Signal Processing)

An Introduction to Machine Learning

Mathematics of Deep Learning - Neural Networks Textbook

Introduction to Machine Learning with Python

Introduction to Statistical Machine Learning

Cambridge Mathematics for Machine Learning Textbook

Cambridge University Press Machine Learning Math to Code Book

Machine Learning and Data Science: An Introduction to Statistical Learning Methods with R

Machine Learning Refined: Foundations, Algorithms, and Applications

Chapman & Hall/CRC A First Course in Machine Learning Book

Cambridge University Press - Machine Learning for Engineers

Machine Learning: Theory and Practice

Machine Learning: a Concise Introduction: 285 (Wiley Series in Probability and Statistics)

Mathematical Foundations of Deep Learning Models and Algorithms (Graduate Studies in Mathematics)