Probability Vs Statistics in Machine Learning

Probability is a mathematical framework which is used to deal with uncertain problems. It is used to quantify the likelihood of the event occurring. It also predicts whether an event occurs or not. Statistics is a branch of mathematics that deals with collecting, analysing and interpreting data. Statistics is a tool which is used to draw meaningful conclusions during uncertain situations.

Probability and Statistics in Weather Forecasting:

Weather forecasting involves predicting atmospheric conditions based on historical data. It analyzes the statistical data in history to predict weather conditions. Here is an example of statistical data of different atmospheric conditions: