Descriptive Statistics and Exploratory Data Analysis
Comprehensive guide on Descriptive Statistics and Exploratory Data Analysis covering Types of data, Mean, median and mode, Range and percentiles with code and visual sketchnotes.
Probability Distributions and Continuous Modeling
Comprehensive guide on Probability Distributions and Continuous Modeling covering Data distributions, Probability density functions, Normal distribution with code and visual sketchnotes.
Sampling Theory and the Central Limit Theorem
Comprehensive guide on Sampling Theory and the Central Limit Theorem covering Populations and samples, Sampling strategies, Central Limit Theorem with code and visual sketchnotes.