Introduction Learning how to build a custom environment in OpenAI Gym with Python is a great way to understand reinforcement learning in action. This tutorial walks you through creating ChopperScape, an environment where an AI-controlled helicopter navigates obstacles, collects fuel, and earns rewards. You’ll explore how observation and action spaces work, define environment elements, and […]
Introduction Installing and managing MySQL on Ubuntu has never been easier, especially when integrating MariaDB and Docker for enhanced flexibility. MySQL is a powerful open-source relational database management system designed to handle everything from small web projects to enterprise-grade applications. In this guide, you’ll learn how to install, configure, and secure MySQL 8.0 on Ubuntu […]
Introduction Mastering ridge regression, lasso regression, and elastic net in machine learning is essential for building models that truly generalize. These regularization techniques help prevent overfitting and underfitting by controlling model complexity and improving predictive accuracy. In machine learning, ridge regression (L2) minimizes large coefficients, lasso regression (L1) performs automatic feature selection, and elastic net […]
