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An Introduction to Statistical Learning: with Applications in Python (Springer Texts in Statistics)

An Introduction to Statistical Learning: with Applications in Python (Springer Texts in Statistics)

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ISBN 13: 978-3031387463

Author: by Gareth James (Author), Daniela Witten (Author), Trevor Hastie (Author)

Publisher: Springer

Format: hardbound

Condition: New

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Build practical data science and machine learning skills with An Introduction to Statistical Learning: With Applications in Python. This accessible, hands-on textbook introduces essential statistical learning techniques through clear explanations, real-world examples, and practical Python labs. Covering regression, classification, decision trees, support vector machines, deep learning, clustering, and more, it helps readers understand complex data and develop valuable analytical skills. Ideal for students, aspiring data scientists, and professionals looking to strengthen their knowledge of statistics, predictive modeling, and machine learning.

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