Statistical Thinking and Data Science with R.

R from A-Z! Statistics, Advanced Regression,Visualizations, Probabilities, Inference, Simulations and Machine learning.

Created by: Haytham Omar-Ph.D
Consultant-Supply chain

What Will I Learn?

• Use statistics to Make Business decisions.
• Learn R from Scratch and Become Excellent in it!
• Fundamentals of Probability.
• Continuous and Discrete Distributions Properties.
• How to fit distributiions.
• How to make Business simulations.
• Hypothesis Testing for different business problems.
• Regression models understanding and inference.
• Measuring the relative risk, odds and odds ratio of choices.
• Making data driven decisions
• Cleaning, manipulation and Visualization of data.
• Feature selection and regularized regression models.
• Binomial and multinomial logistic regression models magic!
• How to detect and remove outliers.
• Measures of spread and centrality.
• The use of Bayesian analysis to estimate distributions.
• learn how to use tidy models the standard machine learning package in R

Requirements

• Motivation to learn R.
• Boost your skills to advance your career.
• Nag for numbers and analytics.

Target audience

• Business Executives
• Business analysts
• Aiming at a career in data science
• understanding the fundamentals of Statistics
• Learning R
• Learning about data manipulation.
• Learning statistics.