Data-Sc-101

This repository is used for my final project in my intro to Data Science class. The Repo is divided into 3 diffrent sections.

Section 1 : Statistics

this section is problems and questions related to statistics.

Section 2 : Programming

this section is a notebook which is just a couple of programming question, in which i show how i use and control the diffrent libraries in python related to data science such as : pandas ,numpy and matplotlib

Section 3 : Data Science ,this section is divided to 2 diffrent notebooks

Notebook 1:Classification

this notebook shows how you can find the type of a star ( dwarf or giant) with the data of a few features as depicted in the notebook such as Brightness and distance from earth.

Notebook 2: Regression

this notebook shows how you can predict the popularity of a spotify song by it's charicaristics such as loudness , dancebility etc.