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.

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Name		Name	Last commit message	Last commit date
Latest commit History 15 Commits
datasets		datasets
README.md		README.md
assignment1.ipynb		assignment1.ipynb
assignment2.ipynb		assignment2.ipynb
assignment3.ipynb		assignment3.ipynb
assignment4.ipynb		assignment4.ipynb
assignment5.ipynb		assignment5.ipynb
assignment6.ipynb		assignment6.ipynb
finalProject_BostonHousing.ipynb		finalProject_BostonHousing.ipynb