Essential Statistics for Non-STEM Data Analysts
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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
Li, Rongpeng
Packt Publishing Limited
11/2020
392
Mole
Inglês
9781838984847
15 a 20 dias
Descrição não disponível.
Table of Contents
Fundamentals of Data Collection, Cleaning and Preprocessing
Essential Statistics for Data Assessment
Visualization with Statistical Graphs
Sampling and Inferential Statistics
Common Probability Distributions
Parametric Estimation
Statistical Hypothesis Testing
Statistics for Regression
Statistics for Classification
Statistics for Tree-based Methods
Statistics for Ensemble Method
A Collection of Best Practices
Exercises and Projects
Fundamentals of Data Collection, Cleaning and Preprocessing
Essential Statistics for Data Assessment
Visualization with Statistical Graphs
Sampling and Inferential Statistics
Common Probability Distributions
Parametric Estimation
Statistical Hypothesis Testing
Statistics for Regression
Statistics for Classification
Statistics for Tree-based Methods
Statistics for Ensemble Method
A Collection of Best Practices
Exercises and Projects
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Python Data Science;Practical statistics for data science;statistical learning;Statistics using Python
Table of Contents
Fundamentals of Data Collection, Cleaning and Preprocessing
Essential Statistics for Data Assessment
Visualization with Statistical Graphs
Sampling and Inferential Statistics
Common Probability Distributions
Parametric Estimation
Statistical Hypothesis Testing
Statistics for Regression
Statistics for Classification
Statistics for Tree-based Methods
Statistics for Ensemble Method
A Collection of Best Practices
Exercises and Projects
Fundamentals of Data Collection, Cleaning and Preprocessing
Essential Statistics for Data Assessment
Visualization with Statistical Graphs
Sampling and Inferential Statistics
Common Probability Distributions
Parametric Estimation
Statistical Hypothesis Testing
Statistics for Regression
Statistics for Classification
Statistics for Tree-based Methods
Statistics for Ensemble Method
A Collection of Best Practices
Exercises and Projects
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
