Programming-for-Data-Analysis

This repository contains exercises from Programming for Data Analysis course from the first semester of my master's studies.

• assignment1.ipynb - OOP
• assignment2.ipynb - pandas library basics
• assignment3.ipynb - working with data frames basics
• assignment4.ipynb - linear regression with Scikit-learn library
• assignment5.ipynb - clustering algorithms (K-Means, DBSCAN)
• assignment6.ipynb - sentiment analysis with spacy library
• finalProject_BostonHousing.ipynb - visualizing data, linear regression, neural network, dashboard

The datasets folder contains all the data sets necessary to perform the tasks.