Data-Analysis

All the projects were created as a part of the course work SI 618

Project 1: Correlation and linear models

Creating statistical and linear models using scipy and statsmodels library.

Visualization of the dataset using seaborn and matplotlib

NLP using various libraries including NLKT, scipy, etc

PCA and Multidimensinal reduction. Clustering is also done with the dataset.

Classification challenege with the Titanic dataset from Kaggle.

Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
Correlation and linear models.ipynb		Correlation and linear models.ipynb
Data_visualization.ipynb		Data_visualization.ipynb
Dimension reduction.ipynb		Dimension reduction.ipynb
Machinelearning.ipynb		Machinelearning.ipynb
NLP.ipynb		NLP.ipynb
README.md		README.md