Statistics for machine learning : implement statistical methods used in machine learning using Python /
Singh, Himanshu,
Statistics for machine learning : implement statistical methods used in machine learning using Python / Himanshu Singh. - 1st edition. - 278 pages : illustrations ; 24 cm.
Includes bibliographical references.
Chapter 1: Introduction to Statistics ‡ 2: Descriptive Statistics ‡ 3: Probability ‡ 4: Random Variables ‡ 5: Parameter Estimation ‡ 6: Hypothesis Testing ‡ 7: Analysis of Variance ‡ 8: Regression ‡ 9: Non‑Parametric Statistics ‡ 10: Data Analysis Using Python ‡ 11: Introduction to Machine Learning.
A practical guide combining statistical theory and Python applications for machine learning. Covers descriptive stats, probability, hypothesis testing, ANOVA, regression, non-parametric methods, and basic ML concepts with code examples.:contentReference[oaicite:1]
9789388511971
Statistics--Study and teaching.
Statistical programming
006.31015195 / s.h.s.
Statistics for machine learning : implement statistical methods used in machine learning using Python / Himanshu Singh. - 1st edition. - 278 pages : illustrations ; 24 cm.
Includes bibliographical references.
Chapter 1: Introduction to Statistics ‡ 2: Descriptive Statistics ‡ 3: Probability ‡ 4: Random Variables ‡ 5: Parameter Estimation ‡ 6: Hypothesis Testing ‡ 7: Analysis of Variance ‡ 8: Regression ‡ 9: Non‑Parametric Statistics ‡ 10: Data Analysis Using Python ‡ 11: Introduction to Machine Learning.
A practical guide combining statistical theory and Python applications for machine learning. Covers descriptive stats, probability, hypothesis testing, ANOVA, regression, non-parametric methods, and basic ML concepts with code examples.:contentReference[oaicite:1]
9789388511971
Statistics--Study and teaching.
Statistical programming
006.31015195 / s.h.s.