Your Mobile Banking App has a Problem (and I’m Not Sure Anyone Knows About it)
June 2, 2019
Errors in machine learning algorithms are creating critical (and nearly invisible) consequences.
The Complete Beginner’s Guide to Machine Learning: Multiple Linear Regression in 4 Lines of Code!
May 30, 2019
Conquer the basics of multiple linear regression (and backward elimination!) and use your data to predict the future!
The complete beginner’s guide to machine learning: simple linear regression in four lines of code!
May 27, 2019
A clear and comprehensive blueprint for absolutely anyone who wants to learn an important statistical technique and build a simple machine learning model.
How to Create a Totally Free Website with GitHub Pages
May 26, 2019
Getting started with GitHub Pages: the unbelievably quick and easy guide for creating and publishing a free portfolio, blog, or website!
Intro to deep learning: conquering convolutional neural networks for newbies, novices, and neophytes
April 12, 2019
If you’re looking for the basics of deep learning, artificial neural networks, convolutional neural networks, (neural networks in general…), backpropagation, gradient descent, and more, you’ve come to the right place…
How to build an image classifier with greater than 97% accuracy
April 10, 2019
How do you teach a computer to look at an image and correctly identify it as a flower? How do you teach a computer to see an image of a flower and then tell you exactly what species of flower it is when even you don’t know what species it is?
Let me show you!
Getting started with Google Colab
April 8, 2019
For anyone who doesn’t already know, Google has done the coolest thing ever by providing a free cloud service based on Jupyter Notebooks that supports free GPU…
The complete beginner’s guide to data cleaning and preprocessing
April 3, 2019
If your data hasn’t been cleaned and preprocessed, your model does not work.
It’s that simple.
Simply deep learning: an effortless introduction
March 4, 2019
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
How to Set up Kaggle in Google Colab
March 3, 2019
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!
Getting started with Git and GitHub: the complete beginner’s guide
March 3, 2019
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
March 3, 2019
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?
March 3, 2019
WTF is image classification?
Conquering convolutional neural networks for the curious and confused.
