Statistics

Statistics Session 01: Data Layers and Bias in Data

What is Data Analytics, Data Layers, Types of Biases

This chapter introduces the foundations of data analytics and statistical thinking.
Students explore how data becomes insight, what types of analytics exist, and how…

Statistics Session 02: Data Types

Data Types, Central Tendancy

Statistics is the branch of mathematics that transforms numbers (data) into useful information fohr decision makers.

Statistics Session 03: Probabilistic Distributions

Continues Distributions

In Data Analytics, we rarely know outcomes with certainty.

Statistics Session 04: Probabilistic Distributions

Discrete Probability Distributions

Up to this point, we focused on continuous distributions, where variables can take infinitely many values within a range.

Statistics Session 05: Sampling

Statistics Session 06: Inferential Statistics

Hypothesis Testing

In the statistical world, a hypothesis is an assumption about a specific population parameter, such as a mean, a proportion, or a standard deviation.