Online portfolio by Dawei Tan

This portfolio is a compilation of all my data exploration and analysis. The main analytic tools used are Python ver2.8 and IPythonNotebook.

HearthStone

HearthStone is an online strategy card game created by Blizzard. Each deck contains 30 cards, with no more than 2 of the same card. The goal is to reduce the opponent's health from 30 to zero.

The dataset used contains all the decks created and posted on HearthPwn by players.

Link to Dataset

Link to HTML page

Link to GitHub page

Digit Recognition

The Digit recognition notebook uses data from Digit Recognizer on Kaggle and Classification techniques to obtain the highest possible accuracy.

Link to Dataset

Link to HTML page

Link to GitHub page