The objective of this course is to provide the students basic knowledge about probability and statistics with applications. The course will include probability theory, discrete and continuous distributions, stochastic processes and Markov chains. The study of these topics will prepare the background of students to pursue statistical theory or methodology and analyze data in any stream of computer science. The students will also be able to gain some experience with a statistical software tool.