This 3-week beginner course introduces the fundamentals of optimizing compute, database, and web server performance. Through hands-on lessons, learners will discover how to tune Linux systems, improve web server efficiency using NGINX and Apache, and enhance the performance of SQL and NoSQL databases. Emphasis is placed on identifying performance bottlenecks and applying practical tuning techniques.