Browsing by Author John Tuhao Chen

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  • TVS.004360_John Tuhao Chen, Clement Lee, Lincy Y. Chen - Statistical Prediction and Machine Learning-Chapman and Hall_CRC (2024)-GT.pdf.jpg
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  • Authors: John Tuhao Chen (2024)

  • "Written by an experienced statistics educator and two data scientists, this book unifies conventional statistical thinking and contemporary machine learning framework into a single overarching umbrella over data science. The book is designed to bridge the knowledge gap between conventional statistics and machine learning. It provides an accessible approach for readers with a basic statistics background to develop a mastery of machine learning. The book starts with elucidating examples in Chapter 1 and fundamentals on refined optimization in Chapter 2, which are followed by common supervised learning methods such as regressions, classification, support vector machines, tree algorithms...