Dive into a comprehensive 1-hour 27-minute crash course on data mining, exploring its fundamental role in data analytics and data science. Learn how to leverage data mining techniques for feature selection, connecting data attributes, aggregation, exploration, and transformation. Discover the importance of data quality, noise reduction, and visualization in extracting valuable insights. Cover essential topics including data types, preprocessing, similarity measures, and exploration techniques. Gain practical knowledge to apply data mining strategies for business intelligence and advanced analytics, empowering you to uncover hidden connections within diverse datasets and drive informed decision-making.
Overview
Syllabus
Introduction
Data and Data Types
Data Quality
Data Preprocessing
Similarity and Dissimilarity
Data Exploration & Visualization
Taught by
Data Science Dojo
