The "Statistics-1" course within the IIT Madras BS in Data Science and Applications program, also known as BSMA1002, focuses on introducing fundamental concepts in descriptive and inferential statistics, along with probability and random variables. The course covers topics such as describing categorical and numerical data, measures of central tendency and dispersion, association between variables, basic counting principles, probability, conditional probability, and random variables.