Price loading...

Fundamentals of Data Science: Theory and Practice

Price data last checked 103 day(s) ago - refreshing...

View at Amazon

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
Fundamentals of Data Science: Theory and Practice presents basic and advanced concepts in data science along with real-life applications. The book provides students, researchers and professionals at different levels a good understanding of the concepts of data science, machine learning, data mining and analytics. Users will find the authors’ research experiences and achievements in data science applications, along with in-depth discussions on topics that are essential for data science projects, including pre-processing, that is carried out before applying predictive and descriptive data analysis tasks and proximity measures for numeric, categorical and mixed-type data. The book's authors include a systematic presentation of many predictive and descriptive learning algorithms, including recent developments that have successfully handled large datasets with high accuracy. In addition, a number of descriptive learning tasks are included. Presents the foundational concepts of data science along with advanced concepts and real-life applications for applied learning Includes coverage of a number of key topics such as data quality and pre-processing, proximity and validation, predictive data science, descriptive data science, ensemble learning, association rule mining, Big Data analytics, as well as incremental and distributed learning Provides updates on key applications of data science techniques in areas such as Computational Biology, Network Intrusion Detection, Natural Language Processing, Software Clone Detection, Financial Data Analysis, and Scientific Time Series Data Analysis Covers computer program code for implementing descriptive and predictive algorithms

Product Specifications
Format
paperback
ASIN
032391778X
Category
Books > Subjects > Computing & Internet > Computer Science
Domain
Amazon UK
Release Date
26 November 2023
Listed Since
19 October 2022

Barcode

No barcode data available

Similar Products You Might Like

The Beginner's Guide to Data Science
95% match

The Beginner's Guide to Data Science

Springer

£46.37 21 Feb 2026
Data Science in Theory and Practice: Techniques for Big Data Analytics and Complex Data Sets
95% match

Data Science in Theory and Practice: Techniques for Big Data Analytics and Complex Data Sets

Wiley

£94.59 12 Jan 2026
Data Science Concepts and Techniques with Applications
95% match

Data Science Concepts and Techniques with Applications

Springer

£53.29 07 Feb 2026
Algorithms for Data Science
95% match

Algorithms for Data Science

Springer

£62.75 23 Feb 2026
Dimensionality Reduction in Data Science
94% match

Dimensionality Reduction in Data Science

Springer

£46.37 21 Feb 2026
Data Science and Predictive Analytics: Biomedical and Health Applications using R (The Springer Series in Applied Machine Learning)
94% match

Data Science and Predictive Analytics: Biomedical and Health Applications using R (The Springer Series in Applied Machine Learning)

£57.01 08 Jan 2026
Data Science and Predictive Analytics: Biomedical and Health Applications using R (The Springer Series in Applied Machine Learning)
94% match

Data Science and Predictive Analytics: Biomedical and Health Applications using R (The Springer Series in Applied Machine Learning)

Springer

£74.42 19 Feb 2026
Data Science: Concepts and Practice
94% match

Data Science: Concepts and Practice

Morgan Kaufmann

£38.53 13 Jan 2026
Data Science Handbook: A Practical Approach
94% match

Data Science Handbook: A Practical Approach

John Wiley & Sons Inc

£109.98 20 Apr 2026
Mathematical Foundations of Data Science (Texts in Computer Science)
94% match

Mathematical Foundations of Data Science (Texts in Computer Science)

£60.10 12 Jan 2026
The Data Science Manual: A Comprehensive Guide to Tools and Techniques for Data Analysis, Modeling, and Deployment with Python
94% match

The Data Science Manual: A Comprehensive Guide to Tools and Techniques for Data Analysis, Modeling, and Deployment with Python

£95.43 21 Feb 2026
Data Science in Practice: 46 (Studies in Big Data, 46)
94% match

Data Science in Practice: 46 (Studies in Big Data, 46)

Springer

£91.82 21 Apr 2026
Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance
94% match

Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance

£180.72 01 Feb 2026
Data Science and Its Applications
94% match

Data Science and Its Applications

£154.00 13 Jan 2026
Handbook of Research on Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance (Advances in Data Mining and Database Management)
94% match

Handbook of Research on Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance (Advances in Data Mining and Database Management)

IGI Global

£207.12 01 Feb 2026
Building an Effective Data Science Practice: A Framework to Bootstrap and Manage a Successful Data Science Practice
94% match

Building an Effective Data Science Practice: A Framework to Bootstrap and Manage a Successful Data Science Practice

Apress

£36.77 18 Feb 2026
Thinking Data Science: A Data Science Practitioner’s Guide (The Springer Series in Applied Machine Learning)
94% match

Thinking Data Science: A Data Science Practitioner’s Guide (The Springer Series in Applied Machine Learning)

Springer

£45.86 08 Mar 2026
The Data Science Handbook
94% match

The Data Science Handbook

Wiley

£51.30 25 Feb 2026
Practical Machine Learning for Data Analysis Using Python
94% match

Practical Machine Learning for Data Analysis Using Python

Academic Press

£85.45 13 Jan 2026
Applied Machine Learning for Data Science Practitioners
94% match

Applied Machine Learning for Data Science Practitioners

£50.79 13 Jan 2026
Secure Data Science: Integrating Cyber Security and Data Science
94% match

Secure Data Science: Integrating Cyber Security and Data Science

CRC Press

£45.40 16 Feb 2026
Data Mining: The Textbook
94% match

Data Mining: The Textbook

Springer

£39.34 07 Mar 2026
Data Science and Big Data Computing: Frameworks and Methodologies
94% match

Data Science and Big Data Computing: Frameworks and Methodologies

Springer

£96.05 25 Feb 2026
Principles and Theories of Data Mining With RapidMiner
94% match

Principles and Theories of Data Mining With RapidMiner

£164.04 08 Jan 2026