Data Mining - An Introduction
A basic understanding of data mining
Aug 22, 20212 min read46
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Data Mining
Data Cleaning Process
Data cleaning attempt to fill in missing values, smooth out noise while identifying outliers, and correct inconsistencies in the data. Data cleaning is performed as an iterative two-step process consisting of discrepancy detection and data transforma...
Aug 23, 20212 min read59Data Mining Tasks
Data mining tasks are generally divided into Predictive tasks which are used to predict the value of a particular attribute based on the values of other attributes. The attribute to be predicted is known as target or dependent variables and the att...
Aug 23, 20212 min read50Converting Categorical Variables for Machine Learning: One-Hot Encoding and Label Encoding Techniques
Data Preprocessing
Sep 22, 20232 min read6Essential Steps in Data Cleaning: Ensuring Accurate and Error-Free Data for Analysis
Data Mining
Sep 26, 20233 min read7K-Means Clustering, Decision Trees, and Naive Bayes - Decoding Patterns in a Sea of Data
Data mining plays a crucial role in extracting valuable insights and patterns from large datasets. Among the plethora of data mining techniques, K-Means clustering, Decision Trees, and Naive Bayes are widely utilized for their versatility in various ...
Jan 11, 20244 min read28