Probability and Statistics

You learn fundamental concepts of probability and statistics, which are crucial in the field of machine learning and data engineering. You are familiar with combinatorics and basic theorems and rules of probability and you can apply them. You can handle random variables, and use discrete and continuous variables and distributions to present data and solve problems related to your professional field. With descriptive statistics, you can characterize data in the form of diagrams and calculate statistical parameters and quantiles. With inferential statistics you come to conclusions and can make predictions based on your data. You become familiar with applications used to handle large amounts of data.