This course introduces various important statistical principles that can be applied in other Kubicle courses. This course will be useful for anyone who applies these techniques and wants to understand the principles behind them.

Data models can be used for many purposes, like prediction, classification, and time series analysis. This course explains the principles of these techniques, and will be useful to anyone with an interest in predictive modeling.

Probability is a commonly used, but often misunderstood area of statistics. This course introduces essential probability concepts and teaches you to calculate probabilities correctly.

Probability distributions provide a structure that helps us understand and calculate the probability of events. Learn about some of the most important probability distributions in this course.