Machine Learning Refined: Foundations, Algorithms, and Applications - Image 1

Price loading...

Cambridge University Press Machine Learning Refined: Foundations, Algorithms, and Applications

Name: Machine Learning Refined: Foundations, Algorithms, and Applications
Brand: Cambridge University Press

Information Systems

Price History & Forecast

No Price Data Available

Price history will appear here once data is collected from Amazon.

Price Distribution

No price data available for histogram

Description

With its intuitive yet rigorous approach to machine learning, this text provides students with the fundamental knowledge and practical tools needed to conduct research and build data-driven products. The authors prioritize geometric intuition and algorithmic thinking, and include detail on all the essential mathematical prerequisites, to offer a fresh and accessible way to learn. Practical applications are emphasized, with examples from disciplines including computer vision, natural language processing, economics, neuroscience, recommender systems, physics, and biology. Over 300 color illustrations are included and have been meticulously designed to enable an intuitive grasp of technical concepts, and over 100 in-depth coding exercises (in Python) provide a real understanding of crucial machine learning algorithms. A suite of online resources including sample code, data sets, interactive lecture slides, and a solutions manual are provided online, making this an ideal text both for graduate courses on machine learning and for individual reference and self-study.

Product Specifications

Brand: Cambridge University Press
Format: hardcover
ASIN: 1108480721
Category: Books > Subjects > Computing & Internet > Computer Science > Information Systems
Domain: Amazon UK
Release Date: 09 January 2020
Listed Since: 31 May 2019

Barcode

No barcode data available

Cambridge University Press Machine Learning Refined: Foundations, Algorithms, and Applications

Price History & Forecast

No Price Data Available

Price Distribution

Description

Product Specifications

Barcode

Similar Products You Might Like

Introduction to Machine Learning: From Math to Code

A Hands-On Introduction to Machine Learning

Understanding Machine Learning: From Theory to Algorithms

Mathematical Analysis of Machine Learning Algorithms

Machine Learning for Engineers

Mathematics for Machine Learning

Machine Learning Fundamentals: A Concise Introduction

The Science of Deep Learning

Fundamentals of Machine Learning

Machine Learning Evaluation: Towards Reliable and Responsible AI

Data Mining and Machine Learning: Fundamental Concepts and Algorithms

Machine Learning Fundamentals: A Concise Introduction

Wireless Communications and Machine Learning

Fundamentals and Methods of Machine and Deep Learning: Algorithms, Tools, and Applications

Machine Learning: The Art and Science of Algorithms that Make Sense of Data

Deep Learning in Science

Fundamentals of Pattern Recognition and Machine Learning

How to Think about Algorithms

Fundamentals of Machine Learning and Deep Learning in Medicine

Information Theory, Inference and Learning Algorithms

Fundamental Mathematical Concepts for Machine Learning in Science

A Greater Foundation for Machine Learning Engineering: The Hallmarks of the Great Beyond in Pytorch, R, Tensorflow, and Python

Neural Networks and Deep Learning: A Textbook

Computer Vision: Algorithms and Applications (Texts in Computer Science)