First Objectives vs. Win Rate (League of Legends)
Overview The goal of League of Legends is to defeat the enemy to win the game. However, which objective is the most important to secure...
League of Legends Performance vs Time of Day/Week
This is a brief presentation of my analysis, click here for my full iPython notebook. Motivation The field of eSports is rapidly taking...
Recurrent Neural Network to Predict Stock Prices
This is a brief presentation of my analysis, click here for my full iPython notebook. Overview We can use a neural network to use 5 years...
Predicting House Prices with Machine Learning
This is a brief presentation of my analysis, click here for my full report. Click here for my full Kaggle notebook. Introduction A house...
Handwritten Digit Recognition with Convolutional Neural Networks
This is a brief presentation of my analysis, click here for my full iPython notebook. Introduction There's nothing more frustrating that...
Predicting Traffic Signs with Neural Networks
This is a brief presentation of my analysis, click here for my full iPython notebook. Introduction There's nothing more important than...
OkCupid Analysis
This is a brief presentation of my analysis, click here for my full report. Introduction What are the benefits to online dating? Can't we...
What is the True Normal Human Body Temperature?
Introduction The mean normal body temperature was held to be 37 degrees C or 98.6 degrees F for more than 120 years since it was first...
Data Science, Gaming, and Cryptomining Rig
The major backbone of machine learning, gaming, and cryptomining (specifically for my case, Ethereum) comes from a decent GPU. It has...
Projects funded by the World Bank with JSON
Introduction This small project uses jsonstudio.com's data set of projects funded by the World Bank. I work with JSON strings and files...