Reinforcement Learning - Lunar Lander with DQNTeaching a Neural Network to Land on the Moon I wanted to see how far a small neural network could get at a classic control problem with no rules written by hand. The task: land a spacecraft gently on2Oct 12 · 16 min readdoczamora.com
Phoenix Suns vs Oklahoma City Thunder Matchup Prediction with Logistic RegressionIn this post, I will review some stats from a sportsbook and build a logistic regression classifier to estimate the probability of a basketball team winning a match. For our experiment, we will use the following metadata collected at 8 am CST from a ...Dec 11, 2025 · 9 min readdoczamora.com
Checkmate: How Chess Shaped Culture, Science, and Artificial IntelligenceChess is a board game with characteristics that are quite simple to understand. Two players move a set of 16 pieces on an 8 x 8 board according to a set of movement rules: the pawn moves only forward and captures diagonally; the knight moves in an “L...Sep 26, 2025 · 7 min readdoczamora.com
Tensor vs Matrix: an example with computer visionToday's post will try to answer the question: What is the difference between a tensor and a matrix? The Matrix If you have a basic understanding of algebra, you should already know that a Matrix is an object with a rectangular shape of values, such a...Sep 9, 2024 · 6 min readdoczamora.com
The Bias-Variance Trade-off ExplainedWhat's Bias? In machine learning, Bias refers to the difference between the predicted and expected values. Bias can also be defined as the error that is introduced by approximating a real-life problem. In supervised learning, we usually have a traini...1Jun 26, 2024 · 8 min readdoczamora.com