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Essential statistics for non-stem data analysts : get to grips with the statistics and math knowledge needed to enter the world of data science with Python /: get to grips with the statistics and math knowledge needed to enter the world of data science with Python. (2020)
Record Type:
Book
Title:
Essential statistics for non-stem data analysts : get to grips with the statistics and math knowledge needed to enter the world of data science with Python /: get to grips with the statistics and math knowledge needed to enter the world of data science with Python. (2020)
Main Title:
Essential statistics for non-stem data analysts : get to grips with the statistics and math knowledge needed to enter the world of data science with Python
Table of ContentsFundamentals of Data Collection, Cleaning and PreprocessingEssential Statistics for Data AssessmentVisualization with Statistical GraphsSampling and Inferential StatisticsCommon Probability DistributionsParametric EstimationStatistical Hypothesis TestingStatistics for RegressionStatistics for ClassificationStatistics for Tree-based MethodsStatistics for Ensemble MethodA Collection of Best PracticesExercises and Projects.
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