Assignment-3: Dataset used: Titanic training dataset. Aim: Factors affecting passenger Survival: Age, Sex,Pclass, Embarked, Fare. Performed Principal Component Analysis to remove the unnecessary factors affecting survival. Did Mean Value Analysis and Visualization, to analyze which factor has the most impact on Survival.
Assignment-4: Dataset used: Air Pollution forecasting dataset. Aim: Factors affecting Air pollution: Dew, Temperature, Pressure, wind speed and Pollution. Performed Explorarory Factor Analysis to to identify the underlying relationships between measured variables.