Learn statistics for data science, machine learning, and AI. Understand the importance of statistics in data analysis and how it provides tools and methods for finding structure and deeper insights. This handbook covers key statistical concepts, as well as prerequisites for learning statistics.
Table of contents
PrerequisitesRandom VariablesMean, Variance, Standard DeviationProbability Distribution FunctionsBayes' TheoremLinear RegressionParameter PropertiesConfidence IntervalsStatistical Hypothesis TestingStatistical Tests2-sample T-test2-sample Z-testInferential StatisticsDimensionality Reduction TechniquesInterview Prep – Top 7 Statistics Questions with AnswersAbout the AuthorHow Can You Dive Deeper?Connect with MeSort: