2 Data Visualization: Understanding Distribution Using Histogram

Описание: Complete playlist for statistics:    • Statistics for Data Science, Machine Learn...  

In this session, we explore histograms — one of the most powerful tools in data visualization and univariate analysis.

You’ll learn:
1) What a histogram is and how it converts raw data into an easy-to-understand visual format.
2) How to calculate bin width, bin edges, and bin counts step-by-step.
3) How histograms help analyze data distribution — whether it’s normal, skewed, uniform, or bimodal.
4) How to use histograms to compare multiple groups, measure variance, and detect outliers or anomalies (like fraud detection).
5) Real-life examples — from exam scores to stock volatility — that show why histograms matter in data science and machine learning.

By the end of this video, you’ll understand how to:
Visualize data effectively
Identify trends, patterns, and spread
Compare datasets using histograms