Practical Statistics for Data Scientists - 50 Essential Concepts by Peter Bruse, Andrew Bruce

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Statistics, Data Science, Data Analysis, Structured Data, Rectangular Data, Estimates of Location, Estimates of Variability, Correlation, Data and Sampling Distributions, A/B Testing, Hypothesis Tests, Permutation Test, Statistical Significance, P-Values, T-Tests, Analysis of Variance (ANOVA), Chi-Square Test, Regression, Naive Bayes, Discriminant Analysis, Statistical Machine Learning, K-Nearest Neighbors, Tree Models, K-Means Clustering, Hierarchical Clustering

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