Machine Learning

← Back to All Tags

Machine Learning is, put simply, getting computers to generalize from examples. And that's what I try to do: put [seemingly complicated] things simply. My posts on Machine Learning (ML) consist primarily of beginner-focused introductions to common ML models or concepts. I felt like too many ML tutorials weren't accessible enough, so I strove to make my guides as clear and beginner-friendly as possible.

Unsure where to start? Here are some of my best / most popular posts:

Similar tags include Neural Networks, Computer Vision, and Random Forests.

Happy Reading!

Analyzing Applications of Deep Learning in Aquaculture

Machine Learning

Deep Computer Vision to protect the Ocean and feed humanity sustainably

Read

A first glimpse of a Neural network: Building a Digit Classifier

Machine Learning

Keras is an easy-to-use abstraction built on top of tensorflow. Let's use Keras to build our first "hello world" of Machine Learning - The Digit Classifier

Read

The Deep Learning Series: History of Machine Learning

Deep Learning

A brief introduction to the history of Machine Learning.

Read

The Deep Learning Series

Series

A one stop shop to learning eveything you need to know about Deep Learning.

View Series

The Deep Learning Series: What is Deep Learning?

Deep Learning

Understanding what Deep Learning is all about.

Read