Complete Directory of my posts
In this article, we discuss the basics of neural networks.
In this article, we discuss least squares by example, discussing how to translate 'face emotion recognition' into a tangible problem.
In this article, we introduce a unified framework for understanding two competing evils in machine learning--overfitting and underfitting.
In this article, we discuss a common approach to reinforcement learning, which concerns controlling systems that change over time and broadly includes applications such as self-driving cars, robotics, and bots for games.
In this tutorial, we install the Python interface for the Arcade Learning Environment (ALE)