Statistical And Machine-learning Data Mining, T... «Premium 2024»

Bruce Ratner's is a comprehensive guide that bridges traditional statistics and modern machine learning for predictive analytics. This edition is significantly expanded, growing from 31 to 44 chapters and totaling approximately 690 pages . Key Features of the Third Edition

: New content covers emerging and niche topics, including the rise of data science, market share estimation , and share of wallet modeling without survey data. Statistical and Machine-Learning Data Mining, T...

: Every chapter from the previous edition was rewritten to incorporate recent methodologies in statistical modeling and big data analytics. Bruce Ratner's is a comprehensive guide that bridges

Professional reviewers and academics emphasize the book's blend of theory and "common sense". : Every chapter from the previous edition was

: Some critics have noted a limited literature review and a lack of dedicated exercise sections for students. Others suggest that further discussion on high-dimensional data analysis would add value. Core Content & Methodologies

: Reviewers from Technometrics note the book is well-written with numerous worked examples based on real-life datasets.