Learn to analyze and visualize data in R and gain proficiency in descriptive statistics, probability, hypothesis testing, and regression. The course provides a comprehensive guide to statistical essentials. Elevate your data analysis skills and learn to make informed decisions.

What You Will Learn

Part-1: Introduction to R – Basic Operations in R – Objects and Functions – Graphical Visualization of Data Part-2: Probability and Probability Distributions – Probability: Conditional Probability and Bayes’ Theorem – Probability Distributions: Binomial, Poisson and Normal – Descriptive Statistics: Central Tendency, Dispersion, Skewness and Kurtosis Part-3: Sampling Distributions and Hypothesis Testing – T-Distribution – Confidence Intervals – Type-I and Type-II errors – T-tests and ANOVA Part-4: Hypothesis Testing (cont’d) – Correlation and Regression – F-Test and Homogeneity of Variance – Chi-Squared