Statistics and Data Visualisation with Python
portes grátis
Statistics and Data Visualisation with Python
Rogel-Salazar, Jesus
Taylor & Francis Ltd
01/2023
516
Dura
Inglês
9780367749361
15 a 20 dias
1180
Descrição não disponível.
1. Data, Stats and Stories - An Introduction 2. Python Programming Primer 3. Snakes, Bears & Other Numerical Beasts: NumPy, SciPy & Pandas 4. The Measure of All Things - Statistics 5. Definitely Maybe: Probability and Distributions 6. Alluring Arguments and Ugly Facts - Statistical Modelling and Hypothesis Testing 7. Delightful Details - Data Visualisation 8. Dazzling Data Designs - Creating Charts A. Variance: Population v Sample B. Sum of First n Integers C. Sum of Squares of the First n Integers D. The Binomial Coefficient E. The Hypergeometric Distribution F. The Poisson Distribution G. The Normal Distribution H. Skewness and Kurtosis I. Kruskal-Wallis Test - No Ties
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Python;Data Visualisation;Machine Learning;Statistics;Applied Machine Learning;Data Analysis;Pandas Dataframe;Import Numpy;Scatter Plot;NumPy Arrays;Jupyter Notebook;Data Ink Ratio;Cars Dataset;Cumulative Distribution Function;Standard Deviation;Bottom Left Hand Panel;Stacked Bar Chart;Box Plot;Hypergeometric Distribution;Bubble Chart;Area Chart;Violin Plot;Binomial Distribution;City Size Category;Pie Chart;Donut Chart;Quantile Method;Chi Square Distribution;Left Hand Panel;Data Science Jackalopes;Bernoulli Distribution
1. Data, Stats and Stories - An Introduction 2. Python Programming Primer 3. Snakes, Bears & Other Numerical Beasts: NumPy, SciPy & Pandas 4. The Measure of All Things - Statistics 5. Definitely Maybe: Probability and Distributions 6. Alluring Arguments and Ugly Facts - Statistical Modelling and Hypothesis Testing 7. Delightful Details - Data Visualisation 8. Dazzling Data Designs - Creating Charts A. Variance: Population v Sample B. Sum of First n Integers C. Sum of Squares of the First n Integers D. The Binomial Coefficient E. The Hypergeometric Distribution F. The Poisson Distribution G. The Normal Distribution H. Skewness and Kurtosis I. Kruskal-Wallis Test - No Ties
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Python;Data Visualisation;Machine Learning;Statistics;Applied Machine Learning;Data Analysis;Pandas Dataframe;Import Numpy;Scatter Plot;NumPy Arrays;Jupyter Notebook;Data Ink Ratio;Cars Dataset;Cumulative Distribution Function;Standard Deviation;Bottom Left Hand Panel;Stacked Bar Chart;Box Plot;Hypergeometric Distribution;Bubble Chart;Area Chart;Violin Plot;Binomial Distribution;City Size Category;Pie Chart;Donut Chart;Quantile Method;Chi Square Distribution;Left Hand Panel;Data Science Jackalopes;Bernoulli Distribution