Reading good code is essential for improving programming skills. By examining code in libraries like pandas or matplotlib, one can see professional quality code, learn new techniques, and understand the full capabilities of functions. Although it may be overwhelming at first, continuous exposure to high-quality code can enhance one's own coding abilities. It's important to remember that polished code in established frameworks is the result of refinement over time, and aspiring to write code of similar quality is a worthwhile goal.