"I enjoyed lessons with him a lot. Excellent guy." client feedback for the project "Teach me language R".
"Great experience! Very knowledgeable and responsive. Adapted to changing requirements well." client feedback for the project "Statistician with R for thesis guidance and tutoring".
Studying of Statistics and R can be enjoyable and simple as proved from the feedbacks above. I have many certificates from top universities (Harvard, Johns Hopkins,....etc) in diverse skills as Statistics, R programming, Six Sigma, getting and cleaning data, data visualisation, and data analysis. I have taught R and Statistics to different Upwork clients and different fellows in the industrial and academic fields. You can see examples of my designed courses in the portfolio part.
I have experience and can teach you the following fields:
Descriptive statistics to continuous, categorical, and time to event data.
Different probability distributions.
Confidence intervals and hypotheses testing (T-test, ANOVA, Chi-square, Kruskal-Wallis,.....etc).
Linear regression (simple and multiple).
Logistic regression (ordinal and nominal, simple and multiple).
Cox regression (simple and multiple).
Importing and cleaning data into R.
Tidyverse packages of R (Readr, ggplot,....etc).
Data wrangling in R.
Data visualization in R using basic, lattice or ggplot packages.
Reproducible projects with R markdown.
Pivot tables, Pivot charts, and formulas in Excel.
Six Sigma tools (Different statistical tests, Control charts, Design of Experiments DOE,.....etc).
Different Statistical tests, control charts,.....etc in Minitab.
SQL basic functions.