This lecture introduces students to advanced topics in computational physics, focusing on Fourier series, transforms, and linear algebra. Students will learn to choose and implement algorithms for solving physics problems using numerical tools. The course includes practical exercises, reports, and a final grade based on continuous assessment. The teaching team is available for support via email or Zoom. Reference materials and a detailed course schedule are provided, along with examples of Fourier transforms in non-physics contexts and applications of linear algebra to systems of equations and eigenvalue problems.