Statistics is an integral part of deep learning as it provides the tools to analyze and interpret data. Probability distributions help model uncertainties and measure the likelihood of different events occurring. Statistical techniques like hypothesis testing and regression analysis aid in evaluating the performance of deep learning models and understanding the relationships between variables. Proper statistical methods ensure that the results obtained from deep learning experiments are reliable and meaningful.