How to Create a Totally Free Website with GitHub Pages

How to Create a Totally Free Website with GitHub Pages

Getting started with GitHub Pages: the unbelievably quick and easy guide for creating and publishing a free portfolio, blog, or website This article first appeared on Towards Data Science GitHub Pages has to be the coolest tool that people don’t know that they already have. Pretty much any repository on GitHub can be turned into a website with […]

Intro to deep learning: conquering convolutional neural networks for newbies, novices, and neophytes

Intro to deep learning: conquering convolutional neural networks for newbies, novices, and neophytes

(This article first appeared in Towards Data Science) We live in a world where, for better and for worse, we are constantly surrounded by deep learning algorithms. From social network filtering to driverless cars to movie recommendations, and from financial fraud detection to drug discovery to medical image processing (…is that bump cancer?), the field […]

How to build an image classifier with greater than 97% accuracy

How to build an image classifier with greater than 97% accuracy

How to build an image classifier with greater than 97% accuracy:
a clear and complete blueprint for success

Getting started with Google Colab

Getting started with Google Colab

(This article first appeared on Towards Data Science) You know it’s out there. You know there’s free GPU somewhere, hanging like a fat, juicy, ripe blackberry on a branch just slightly out of reach. Beautiful lightning-fast speed waiting just for you. Wondering how on earth to get it to work? You’re in the right place! For […]

The complete beginner’s guide to data cleaning and preprocessing

The complete beginner’s guide to data cleaning and preprocessing

The complete beginner’s guide to data cleaning and preprocessing:
how to successfully prepare your data for a machine learning model in minutes.

Simply deep learning: an effortless introduction

Simply deep learning: an effortless introduction

This article is part of the Intro to Deep Learning: Neural Networks for Novices, Newbies, and Neophytes Series. It first appeared on Towards Data Science. What is an artificial neural network, how does it work, and what does it have to do with deep learning? Let’s start with a quick recap from part 1 for anyone […]

Setting up Kaggle in Google Colab

Setting up Kaggle in Google Colab

I want all the data and I want it now! You know where all those datasets are and you know where you want them to go, but how do you easily move your datasets from Kaggle into Google Colab without a lot of complicated madness? Let me show you! Discovering the joy that is Google Colab was […]

Getting started with Git and GitHub: the complete beginner’s guide

Getting started with Git and GitHub: the complete beginner’s guide

Getting started with Git and GitHub: the complete beginner’s guide: Git and GitHub basics for the curious and completely confused (plus the easiest way to contribute to your first open source project ever!)

The brilliant beginner’s guide to model deployment

The brilliant beginner’s guide to model deployment

The brilliant beginner’s guide to model deployment: a clear and simple roadmap for getting your machine learning model on the Internet and doing something cool

WFT is image classification?

WFT is image classification?

WTF is image classification?
Conquering convolutional neural networks for the curious and confused.