INTELLIGENT DATA MINING USING MACHINE LEARNING AND AI

Overview Synopsis

Intelligent Data Mining Using Machine Learning and Artificial Intelligence (AI) is the process of discovering meaningful patterns, trends, relationships, and valuable knowledge from large and complex datasets by using advanced AI and machine learning techniques. Unlike traditional data mining, intelligent data mining automatically learns from historical data, improves its performance over time, and makes accurate predictions with minimal human intervention. The process begins with data collection, followed by data cleaning, integration, transformation, and feature selection to prepare high-quality data for analysis. Machine learning algorithms such as decision trees, support vector machines, random forests, neural networks, and clustering techniques are then applied to classify data, detect hidden patterns, identify anomalies, and generate predictive models