Data Science Projects using Python
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
- Data cleaning, visualization and K Means clustering using scikit-learn
- K Means clustering algorithm from scratch
- Illustrate the concept of the gradient (CSE 6040)
- Access Twitter social media data using the Twitter API
- Data Mining, Text Processing and Pickling
- Sentiment Analysis
- 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