Data Mining and Machine Learning: Fundamental Concepts and Algorithms - Image 1

Price loading...

Cambridge University Press Data Mining and Machine Learning: Fundamental Concepts and Algorithms

Name: Data Mining and Machine Learning: Fundamental Concepts and Algorithms
Brand: Cambridge University Press

Data Mining

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

The fundamental algorithms in data mining and machine learning form the basis of data science, utilizing automated methods to analyze patterns and models for all kinds of data in applications ranging from scientific discovery to business analytics. This textbook for senior undergraduate and graduate courses provides a comprehensive, in-depth overview of data mining, machine learning and statistics, offering solid guidance for students, researchers, and practitioners. The book lays the foundations of data analysis, pattern mining, clustering, classification and regression, with a focus on the algorithms and the underlying algebraic, geometric, and probabilistic concepts. New to this second edition is an entire part devoted to regression methods, including neural networks and deep learning.

Product Specifications

Brand: Cambridge University Press
Format: Hardcover
ASIN: 1108473989
Category: Books > Subjects > Computing & Internet > Databases > Data Storage & Management > Data Mining
Domain: Amazon UK
Release Date: 30 January 2020
Listed Since: 20 June 2019

Barcode

No barcode data available

Cambridge University Press Data Mining and Machine Learning: Fundamental Concepts and Algorithms

Price History & Forecast

No Price Data Available

Price Distribution

Description

Product Specifications

Barcode

Similar Products You Might Like

Understanding Machine Learning: From Theory to Algorithms

Foundations of Data Science

Mathematics for Machine Learning

Fundamentals of Pattern Recognition and Machine Learning

Machine Learning Fundamentals: A Concise Introduction

Data Science Concepts and Techniques with Applications

Fundamentals of Pattern Recognition and Machine Learning

Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies

Social Media Mining: An Introduction

Encyclopedia of Machine Learning and Data Mining

Introduction to Data Mining (What's New in Computer Science)

Mathematical Analysis For Machine Learning And Data Mining

Machine Learning Refined: Foundations, Algorithms, and Applications

Mathematical Aspects of Deep Learning

Mining of Massive Datasets

Financial Data Science

Probabilistic Data-Driven Modeling

Machine Learning and Data Mining

Machine Learning Fundamentals: A Concise Introduction

Data Mining and Machine Learning in Cybersecurity

Mathematical Foundations for Data Analysis (Springer Series in the Data Sciences)

Mathematical Foundations for Data Analysis (Springer Series in the Data Sciences)

Data Mining and Data Warehousing: Principles and Practical Techniques

Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control