Data Mining

August 31, 2024 4 min read Definitions

Cluster Analysis: Grouping Similar Objects into Sets

Mathematics Statistics Data Science Cluster-Analysis Data-Grouping Data Mining Unsupervised-Learning Machine Learning

Comprehensive guide on Cluster Analysis, a method used to group objects with similar characteristics into clusters, explore data, and discover structures without providing an explanation for those structures.

August 31, 2024 4 min read Definitions

Data Analysis: The Process of Inspecting and Modeling Data

Data Science Mathematics Technology Data Analysis Statistics Data Mining Machine Learning Information Extraction

A comprehensive look into Data Analysis, encompassing statistical analysis, data mining, machine learning, and other techniques to discover useful information.

August 31, 2024 4 min read Definitions

Data Mining: Extracting Knowledge from Data

Information Technology Statistics Data Science Data Mining Algorithms Predictive Models Statistical Techniques Big Data

An in-depth exploration of Data Mining, its history, techniques, and applications in identifying significant patterns and trends.

August 31, 2024 5 min read Definitions

Data Mining: Extraction of Useful Information from Large Data Sets

Information Technology Data Science Statistics Data Mining Knowledge Discovery Machine Learning Patterns Algorithms

Comprehensive understanding of data mining: from historical context to practical applications, including mathematical models, examples, and related terms.

August 31, 2024 3 min read Definitions

Data Mining Software: Unveiling Patterns in Large Datasets

Information Technology Data Science Data Mining Software Big Data Machine Learning Analytics

A comprehensive guide to data mining software, its historical context, types, key events, mathematical models, importance, examples, and more.

August 31, 2024 3 min read Definitions

Data Scientist: A Professional Extracting Knowledge from Data

Information Technology Science and Technology Data Science Analytics Machine Learning Big Data Data Mining

A Data Scientist is a professional who employs scientific methods, processes, algorithms, and systems to extract knowledge and insights from structured and unstructured data.

August 24, 2024 4 min read Definitions

Data Warehouse: Comprehensive Guide to Warehousing and Data Mining

Information Technology Data Management Data Warehousing Data Mining Database Management IT Infrastructure Big Data

A detailed guide on data warehouses, their components, architecture, applications, and the differences between warehousing and data mining.

August 24, 2024 4 min read Definitions

Data Mining: How It Works, Benefits, Techniques, and Examples

Data Science Information Technology Data Mining Big Data Machine Learning Analytics Business Intelligence

Dive into the world of data mining, uncovering its working mechanisms, benefits, techniques, and real-world examples.