/Data_Science_Projects

Primary LanguageJupyter Notebook

Data_Science_Projects

All the projects in this folder represent accomplished tasks, accomplished courses' projects or accomplished freelancer projects.

Statistical and Numerical Concepts conducted in this projects

Bootstrapping sampling distributions and p-value calculations
Z-core tests
Logistic regression
Multiple linear regression modelling to assess for interactions of independent variables
KNN Machine Learning Algorithm
SVM algoritn.
Decision Tree Algoritm.
Jaccard , F1 score and Log loss Matrices.

Technologies Used

Pythone (Numpy, Pandas, Matplotlib,Seaborn, StatsModels, Scipy and sklearn)
Jupyter Notebook
Matlab