Deep Learning and Neural Networks 101

Deep Learning and Neural Networks 101

In this post I will explain in relatively simple terms what a neural network is in the context of machine learning. I’ll sprinkle in some machine learning terminology along the way with links to resources you can learn more from. We’ll start with a simple statement: A...
Neural Networks with Structured Data

Neural Networks with Structured Data

In my last post I shared how to train an image classifier on your own image using the fastai library. To continue our machine learning journey, we will look today at how to train a model on structured data like that found in a database or a spreadsheet. Specifically,...
Computer Vision & Machine Vision 101

Computer Vision & Machine Vision 101

Today we’re back again sharing the basics of two not-so-emergent technology concepts and breaking down the basics between each: computer vision and machine vision. It is possible that you’re reading this blog and have never heard of computer vision or machine vision....
Simple Image Classification with fast.ai

Simple Image Classification with fast.ai

Today’s blog post will demonstrate some basic neural network code that uses the fast.ai library to train a model to categorize images into one of n categories and get predictions on single images. You can take this code and change it to train the model on any image...
Simple Image Recognition with Tensorflow

Simple Image Recognition with Tensorflow

Machine learning can be an intimidating field to get into. In the event you want to dive right in, I’m providing a very brief and fairly high-level overview of how machine learning works. I’ll also cover a very simple image recognition project using Tensorflow that...

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