Ed Boone
This channel is for those who wish to learn how to use various Statistical Software including R, SAS and Python. If you are just interested in or learning about Data Science, this channel can help you build some of the necessary skills. The videos are designed to be short, to the point and task oriented.
Industrial Statistics - The DMAIC Process
Industrial Statistics Lecture 2 - What is Quality?
Regression - Part 8 - ANOVA test in regression.
Regression - Part 7 - Multiple Linear Regression
Regression Part 6 - R-squared
Regression Part 5 - Predictions
Regression Part 4 - Confidence Intervals
Regression Part 3 - Basic SPSS
Regression Part 2 - Sampling Variability
Regression Part 1
Basic Descriptive Statistics in SPSS
Read a CSV file into SPSS
Data Science using Python ... ANOVA - Part 4 Constant Variance
Data Science using Python - ANOVA Part 3 Residual Normality
Data Science using Python... ANOVA - Part 2 Tukey's HSD
Data Science using Python... ANOVA - Part 1
Data Science using Python... Regression - Part 5 Constant Variance
Data Science using Python... Regression - Part 4 Normality of Residuals
Data Science using Python... Regression - Part 3 (Constant)
Data Science using Python... Regression - Part 2 (Plots)
Data Science using Python... Linear Regression - Part 1
Data Science using Python... Two Sample test on proportions.
Data Science using Python .... Hypothesis Test on a Single Proportion.
Data Science using Python... Confidence Interval on a Proportion.
Data Science Using Python... Two Sample t-test or... the A/B test.
Data Science Using Python... One Sample T-test.
Data Science Using Python... Histograms... Again
Data Science with Python ... Boxplots.
Data Science Using Python... Scatterplots Part 4
Data Science Using Python ... Scatterplots Part 3