Probability and Statistics for Data Scientist - Course Project. Various Testing(Hypothesis, T-Test, Z-Test, KS Test etc) are performed on Covid and crime dataset for Los Angeles. Auto Regression and Linear Regression are also performed without using scimitar libraries in python.
Data Cleaning is performed by handling null values, detecting outliers using tukey's rule.
Various Hypothesis Testing are also performed without using any inbuilt libraries.
Regression models(AR and Linear) without using scikit.