MOOC - Sustainability Manager
Data Science Fundamentals
Third Unit is dedicated to fundamentals of data science which are used in predictive maintenance.
Probability, Statistic and Distribution:
This learning element explains basic mathematical concepts of probability and statistics.
SUMAN.U3.E2.PC1
The student knows the formal definition of probability for both finite and infinite elementary event space. The student is able to compute probability function for both discrete and continuous cases.
SUMAN.U3.E2.PC2
The student knows the formal definition of distribution, expected value, variance and cumulative distribution function.
SUMAN.U3.E2.PC3
The student is able to compute expected values and variances both for discrete and continuous distributions.
SUMAN.U3.E2.PC4
The student knows the formal definition of statistics, significance level and statistical test. The student is able to test statistical hypothesis.