20 Best Data Mining Methods And Models [2024]

Are you looking for the best Data Mining Methods And Models? Based on expert reviews, we ranked them. We've listed our top-ranked picks, including the top-selling Data Mining Methods And Models.

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# Preview Product
1 Data Mining: Concepts, Models, Methods, and Algorithms Data Mining: Concepts, Models, Methods, and Algorithms
2 Interpreting Machine Learning Models: Learn Model Interpretability and Explainability Methods Interpreting Machine Learning Models: Learn Model Interpretability and Explainability Methods
3 Graphical Models: Methods for Data Analysis and Mining Graphical Models: Methods for Data Analysis and Mining
4 Machine Learning for Algorithmic Trading: Predictive models to extract signals from market and... Machine Learning for Algorithmic Trading: Predictive models to extract signals from market and...
5 Data Science Using Python and R (Wiley Series on Methods and Applications in Data Mining) Data Science Using Python and R (Wiley Series on Methods and Applications in Data Mining)
6 Amazon eGift Card - Amazon Logo Amazon eGift Card - Amazon Logo
7 Statistical Analysis of Network Data: Methods and Models (Springer Series in Statistics) Statistical Analysis of Network Data: Methods and Models (Springer Series in Statistics)
8 Learn Data Mining Through Excel: A Step-by-Step Approach for Understanding Machine Learning Methods Learn Data Mining Through Excel: A Step-by-Step Approach for Understanding Machine Learning Methods
9 Data Science and Machine Learning: Mathematical and Statistical Methods (Chapman & Hall/CRC Machine... Data Science and Machine Learning: Mathematical and Statistical Methods (Chapman & Hall/CRC...
10 Introduction to Statistical and Machine Learning Methods for Data Science Introduction to Statistical and Machine Learning Methods for Data Science
11 SenseCAP M1 LoRaWAN Indoor Gateway Helium Crypto Miner - US915 SenseCAP M1 LoRaWAN Indoor Gateway Helium Crypto Miner - US915
12 Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
13 The Hundred-Page Machine Learning Book The Hundred-Page Machine Learning Book
14 VLSI and Hardware Implementations using Modern Machine Learning Methods VLSI and Hardware Implementations using Modern Machine Learning Methods
15 The Model Thinker: What You Need to Know to Make Data Work for You The Model Thinker: What You Need to Know to Make Data Work for You
16 LEVLO Criminal Minds Inspired Gift If You Can Read This I'm Watching Criminal Minds Cotton Socks... LEVLO Criminal Minds Inspired Gift If You Can Read This I'm Watching Criminal Minds Cotton Socks...
17 Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning
18 Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning... Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine...
19 Feature Engineering and Selection: A Practical Approach for Predictive Models (Chapman & Hall/CRC... Feature Engineering and Selection: A Practical Approach for Predictive Models (Chapman & Hall/CRC...
20 Introduction to Statistics: An Intuitive Guide for Analyzing Data and Unlocking Discoveries Introduction to Statistics: An Intuitive Guide for Analyzing Data and Unlocking Discoveries
SaleBestseller No. 1
Data Mining: Concepts, Models, Methods, and Algorithms
  • Hardcover Book
  • Kantardzic, Mehmed (Author)
  • English (Publication Language)
  • 672 Pages - 11/12/2019 (Publication Date) - Wiley-IEEE Press (Publisher)
Bestseller No. 2
Interpreting Machine Learning Models: Learn Model Interpretability and Explainability Methods
  • Nandi, Anirban (Author)
  • English (Publication Language)
  • 368 Pages - 12/16/2021 (Publication Date) - Apress (Publisher)
SaleBestseller No. 3
Graphical Models: Methods for Data Analysis and Mining
  • Hardcover Book
  • Borgelt, Christian (Author)
  • English (Publication Language)
  • 368 Pages - 03/15/2002 (Publication Date) - Wiley (Publisher)
Bestseller No. 4
Machine Learning for Algorithmic Trading: Predictive models to extract signals from market and...
  • Amazon Kindle Edition
  • Jansen, Stefan (Author)
  • English (Publication Language)
  • 1533 Pages - 07/31/2020 (Publication Date) - Packt Publishing (Publisher)
Bestseller No. 5
Data Science Using Python and R (Wiley Series on Methods and Applications in Data Mining)
  • Amazon Kindle Edition
  • Larose, Chantal D. (Author)
  • English (Publication Language)
  • 243 Pages - 03/21/2019 (Publication Date) - Wiley (Publisher)
Bestseller No. 6
Amazon eGift Card - Amazon Logo
  • Amazon.com Gift Cards never expire and carry no fees.
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SaleBestseller No. 7
Statistical Analysis of Network Data: Methods and Models (Springer Series in Statistics)
  • Hardcover Book
  • Kolaczyk, Eric D. (Author)
  • English (Publication Language)
  • 398 Pages - 03/19/2009 (Publication Date) - Springer (Publisher)
SaleBestseller No. 8
Learn Data Mining Through Excel: A Step-by-Step Approach for Understanding Machine Learning Methods
  • Zhou, Hong (Author)
  • English (Publication Language)
  • 235 Pages - 06/14/2020 (Publication Date) - Apress (Publisher)
SaleBestseller No. 9
Data Science and Machine Learning: Mathematical and Statistical Methods (Chapman & Hall/CRC Machine...
  • Hardcover Book
  • Kroese, Dirk P. (Author)
  • English (Publication Language)
  • 510 Pages - 11/22/2019 (Publication Date) - Chapman and Hall/CRC (Publisher)
Bestseller No. 10
Introduction to Statistical and Machine Learning Methods for Data Science
  • Pinheiro, Dr. Carlos Andre Reis Andre Reis (Author)
  • English (Publication Language)
  • 170 Pages - 08/06/2021 (Publication Date) - SAS Institute (Publisher)
Bestseller No. 11
SenseCAP M1 LoRaWAN Indoor Gateway Helium Crypto Miner - US915
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Bestseller No. 12
Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
  • Amazon Kindle Edition
  • O'Neil, Cathy (Author)
  • English (Publication Language)
  • 254 Pages - 09/06/2016 (Publication Date) - Crown (Publisher)
SaleBestseller No. 13
The Hundred-Page Machine Learning Book
  • Burkov, Andriy (Author)
  • English (Publication Language)
  • 160 Pages - 01/13/2019 (Publication Date) - Andriy Burkov (Publisher)
Bestseller No. 14
VLSI and Hardware Implementations using Modern Machine Learning Methods
  • Hardcover Book
  • English (Publication Language)
  • 336 Pages - 01/19/2022 (Publication Date) - CRC Press (Publisher)
Bestseller No. 15
The Model Thinker: What You Need to Know to Make Data Work for You
  • Amazon Kindle Edition
  • Page, Scott E. (Author)
  • English (Publication Language)
  • 466 Pages - 11/27/2018 (Publication Date) - Basic Books (Publisher)
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Bestseller No. 17
Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning
  • Hardcover Book
  • Kamath, Uday (Author)
  • English (Publication Language)
  • 333 Pages - 12/16/2021 (Publication Date) - Springer (Publisher)
Bestseller No. 18
Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning...
  • MIT Press MA
  • Hardcover Book
  • Koller, Daphne (Author)
  • English (Publication Language)
  • 1231 Pages - 07/31/2009 (Publication Date) - The MIT Press (Publisher)
SaleBestseller No. 19
Feature Engineering and Selection: A Practical Approach for Predictive Models (Chapman & Hall/CRC...
  • Hardcover Book
  • Kuhn, Max (Author)
  • English (Publication Language)
  • 310 Pages - 08/02/2019 (Publication Date) - Chapman and Hall/CRC (Publisher)
Bestseller No. 20
Introduction to Statistics: An Intuitive Guide for Analyzing Data and Unlocking Discoveries
  • Amazon Kindle Edition
  • Frost, Jim (Author)
  • English (Publication Language)
  • 257 Pages - 08/14/2020 (Publication Date) - Statistics By Jim Publishing (Publisher)

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FAQ:

Q: What are the different types of data mining techniques?

A: Classification Analysis. This analysis is used to retrieve important and relevant information about data,and metadata. … Association Rule Learning. … Anomaly or Outlier Detection. … Clustering Analysis. … Regression Analysis. …

Q: What are the different types of mining methods?

A: Underground mines are more expensive and are often used to reach deeper deposits. Surface mines are typically used for more shallow and less valuable deposits. Placer mining is used to sift out valuable metals from sediments in river channels,beach sands,or other environments.

Q: What is a data mining model?

A: Sample: In this step,a large dataset is extracted and a sample that represents the full data is taken out. … Explore: The data is explored for any outlier and anomalies for a better understanding of the data. … Modify: In this step,manipulation of data such as grouping,and subgrouping is done by keeping in focus the model to be built.

Q: What is data mining in statistics?

A: “Data mining is the application of statistics in the form of exploratory data analysis and predictive models to reveal patterns and trends in very large data sets.” (“Insightful Miner 3.0 User Guide”) We think of data mining as the process of identifying valid, novel, potentially useful, and ultimately