Statistical Foundations of Data Science - 01: Basic Statistics with R

Introduction: This is the first of our four-part Statistical Foundations of Data Science (SFDS) series. We had run it in Oct 20, and are back with it for the second time.

Date and Time: Mon 8th to Fri 12th March 2021, every day from 1500-1730 IST

Audience: anyone who wishes to pursue a career in Data Science or Quality

Content:

Day-01: Basic Features of the R Programming Language

Day-02: (a) Types of Data and Descriptive Statistics: Central Tendency and Dispersion                (b) Basic plots such as Histogram and Box Plots

Day-03: (a) Basics of Probability (b) Distributions - Normal, Binomial and Poisson

Day-04: Hypothesis Testing: t-tests, ANOVA

Day-05: Hypothesis Testing (cont'd): Correlation, Regression, Chi-Squared.