Mitch Murphy

Improving humanity by teaching machines how to learn.

Multi-step Forecasting with SARIMA

9 minute read

Very simple stock trading strategy: Tesla, Apple, Amazon, GE and Boeing

Build and Evaluate SARIMA Model

1 minute read

``` python from math import sqrt from multiprocessing import cpu_count from warnings import catch_warnings from warnings import filterwarnings from statsmode...

Red or Blue? ULMFit classifier using fastai

less than 1 minute read

Summary

Deep Learning (convnet) Solution for Image Classification: Hot Dog or Not Hot Dog?

less than 1 minute read

Here I address the simple (or so it seems) question: given an image does it contain a hot dog? The main problem is the lack of training data (images), we aug...

Time Series Analysis: Tesla Stock

3 minute read

While American automakers went bankrupt, Tesla became just the first successful automobile start-up in the United States in over 110 years. Here I take a dee...