What is a Probability Density Function (PDF) and how is it used in probability and statistics? How does a PDF describe the likelihood of a continuous random variable? What are the key properties of a valid probability density function? How is a PDF different from a probability mass function (PMF)? What are the practical applications of PDFs in real-world data analysis and modeling?