Image classification with fastai
Introduction
In this tutorial a simple image classifier will be created using Python and the fast.ai package. This example is based on chapter 2 in the fastai book, part of the course Practical Deep Learning for Coders.
Eyewear classifier
In this tutorial we will create a classifier that can identify what eyewear people are wearing, in the cat...
Blogging with GitHub Pages and Jekyll
Introduction
This post will quickly go over how this website was created on Github
pages with Jekyll. It will assume you are already familiar with
git.
Motivation
This post was written to explain the process of getting a blog up and
running, specifically using Jekyll, GitHub Pages developing in
Linux/Ubuntu. I hope it could serve as an inspir...
Introduction to Kaggle - House Prices, Advanced Regression Techniques
Introduction
Getting started with Kaggle
The Ames Housing data
dplyr and DescTools
Data import and overview
Importing the data
Overview of the data
Data wrangling
Check numerical variables for errors
Check categorical variables for errors
Replacing NA’s with Absen...