Data Science Projects using Python

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Forrest Gump, 1994:

My mama always said life was like a box of chocolates. You never know what you're gonna get.

Analytics projects are just like a box of chocolates. Each and every project is unique and requires different data collection, processing, feature engineering and modelling approaches. This project contains some of my side projects in graduate school, online courses/tutorials, etc.

• Jupyter
• PyCharm
• Spyder

Breast Wisconsin

• Data cleaning, visualization and K Means clustering using scikit-learn
  

KMeans

• K Means clustering algorithm from scratch
  

Linear Regression

• Illustrate the concept of the gradient (CSE 6040)
  

Twitter Sentiment Analysis

• Access Twitter social media data using the Twitter API
• Data Mining, Text Processing and Pickling
• Sentiment Analysis
  

Titanic Machine Learning

• Simple illustration using logistic regression, KNN, decision trees, random forest on Titanic dataset
  

Project is: in progress

Jason Brownlee
Kaggle
Graduate School - Georgia Tech, Indiana University Bloomington

Created by @HumanBeing